This is what AI Radar shows you every week. A sample account: Fernway Coffee (a fictional brand), 14 weeks of scans across ChatGPT, Perplexity, Claude, Gemini and Google AI.
Fixes: every fix grouped by where the work happens, on your site or off it, each lost answer a checklist. Done shows fixes that won the answer back.
Fixes
Everything to do about Fernway Coffee's AI visibility, in one place, grouped by where the work happens: on the site, elsewhere, or in Radar. The next scan checks each one.
Scan of 18 Oct · next scan 27 OctOn your site 23
Edits to the site itself, for whoever builds it. Most come with a prompt.Page answers 21
Make /gifts answer this questionPerplexityGoogle AIChatGPTClaudeGemini“coffee subscription gift ideas”wirecutter.com has held it 10 weeks0 of 2
Make fernway.example/gifts answer "coffee subscription gift ideas" in its first 150 words, dated, with an author and sources. Add to the opening rather than replacing what it already says for the page's main topic. Word it so it also answers "coffee gift subscription for a birthday" in that question's own words: the same buyer question, so one answer covers both.
Cited instead: wirecutter.com ↗ on Perplexity · Google AI · ChatGPT · Claude · Gemini
Page: /gifts
Build it with your own tool. One prompt with the page to change and what it must answer, ready to paste into whatever you edit the site with. Copying it ticks nothing; the steps below still do.
Your steps
- Confirm the fix is completeUnlocks when both your steps are ticked. 2 to go.
Radar can help · optional, not counted
- Check Perplexity can read /giftsFetches the page as each engine's crawler and reads robots.txt. About 10 seconds, no cost.
- Compare their page with yoursScores both pages on the eight citability signals. About 90 seconds.
- Draft the page sectionWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Make /guides/pour-over answer this questionPerplexityGoogle AIChatGPTGeminiClaude“best coffee beans for espresso at home”sprudge.com has held it 10 weeks0 of 2
Add a short, self-contained answer to "best coffee beans for espresso at home" on fernway.example/guides/pour-over, in its own paragraph or FAQ entry high on the page, with sources.
Leave as is
- The opening, which already answers "best coffee for pour over at home"
- The answer to "best coffee for pour over at home"
Cited instead: sprudge.com ↗ on Perplexity · Google AI · ChatGPT · Gemini · Claude
Page: /guides/pour-over
Build it with your own tool. One prompt with the page to change and what it must answer, ready to paste into whatever you edit the site with. Copying it ticks nothing; the steps below still do.
Your steps
- Confirm the fix is completeUnlocks when both your steps are ticked. 2 to go.
Radar can help · optional, not counted
- Check Perplexity can read /guides/pour-overFetches the page as each engine's crawler and reads robots.txt. About 10 seconds, no cost.
- Compare their page with yoursScores both pages on the eight citability signals. About 90 seconds.
- Draft the page sectionWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Publish a page that answers this questionPerplexityGoogle AIClaudeGeminiChatGPT“light roast coffee subscription”beanbox.com has held it 10 weeks0 of 3
No existing page on your site fits this question, so publish one whose first 150 words answer "light roast coffee subscription", dated, with an author and sources.
Cited instead: beanbox.com ↗ on Perplexity · Google AI · Claude · Gemini · ChatGPT
Page: /
Build it with your own tool. One prompt with the page to change and what it must answer, ready to paste into whatever you edit the site with. Copying it ticks nothing; the steps below still do.
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Check Perplexity can read fernway.exampleFetches the page as each engine's crawler and reads robots.txt. About 10 seconds, no cost.
- Compare their page with yoursScores both pages on the eight citability signals. About 90 seconds.
- Draft the page sectionWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Make /subscription answer this questionPerplexityGoogle AIClaudeGeminiChatGPT“coffee subscription without a long contract”atlascoffeeclub.com has held it 10 weeks0 of 2
Add a short, self-contained answer to "coffee subscription without a long contract" on fernway.example/subscription, in its own paragraph or FAQ entry high on the page, with sources.
Leave as is
- The opening, which is the place for "best value coffee subscription"
Cited instead: atlascoffeeclub.com ↗ on Perplexity · Google AI · Claude · Gemini · ChatGPT
Page: /subscription
Build it with your own tool. One prompt with the page to change and what it must answer, ready to paste into whatever you edit the site with. Copying it ticks nothing; the steps below still do.
Your steps
- Confirm the fix is completeUnlocks when both your steps are ticked. 2 to go.
Radar can help · optional, not counted
- Check Perplexity can read /subscriptionFetches the page as each engine's crawler and reads robots.txt. About 10 seconds, no cost.
- Compare their page with yoursScores both pages on the eight citability signals. About 90 seconds.
- Draft the page sectionWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Make /subscription answer this questionPerplexityChatGPTClaudeGeminiGoogle AI“best value coffee subscription”tradecoffee.com has held it 10 weeks0 of 2
Make fernway.example/subscription answer "best value coffee subscription" in its first 150 words, dated, with an author and sources. Add to the opening rather than replacing what it already says for the page's main topic.
Cited instead: tradecoffee.com ↗ on Perplexity · ChatGPT · Claude · Gemini · Google AI
Page: /subscription
Build it with your own tool. One prompt with the page to change and what it must answer, ready to paste into whatever you edit the site with. Copying it ticks nothing; the steps below still do.
Your steps
- Confirm the fix is completeUnlocks when both your steps are ticked. 2 to go.
Radar can help · optional, not counted
- Check Perplexity can read /subscriptionFetches the page as each engine's crawler and reads robots.txt. About 10 seconds, no cost.
- Compare their page with yoursScores both pages on the eight citability signals. About 90 seconds.
- Draft the page sectionWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Make /subscription answer this questionPerplexityChatGPTClaudeGeminiGoogle AI“coffee subscription that lets you choose the roast”atlascoffeeclub.com has held it 10 weeks0 of 2
Add a short, self-contained answer to "coffee subscription that lets you choose the roast" on fernway.example/subscription, in its own paragraph or FAQ entry high on the page, with sources.
Leave as is
- The opening, which is the place for "best value coffee subscription"
Cited instead: atlascoffeeclub.com ↗ on Perplexity · ChatGPT · Claude · Gemini · Google AI
Page: /subscription
Build it with your own tool. One prompt with the page to change and what it must answer, ready to paste into whatever you edit the site with. Copying it ticks nothing; the steps below still do.
Your steps
- Confirm the fix is completeUnlocks when both your steps are ticked. 2 to go.
Radar can help · optional, not counted
- Check Perplexity can read /subscriptionFetches the page as each engine's crawler and reads robots.txt. About 10 seconds, no cost.
- Compare their page with yoursScores both pages on the eight citability signals. About 90 seconds.
- Draft the page sectionWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Make /subscription answer this questionPerplexityGoogle AIClaudeGeminiChatGPT“coffee subscription you can pause anytime”tradecoffee.com has held it 10 weeks0 of 2
Add a short, self-contained answer to "coffee subscription you can pause anytime" on fernway.example/subscription, in its own paragraph or FAQ entry high on the page, with sources.
Leave as is
- The opening, which is the place for "best value coffee subscription"
Cited instead: tradecoffee.com ↗ on Perplexity · Google AI · Claude · Gemini · ChatGPT
Page: /subscription
Build it with your own tool. One prompt with the page to change and what it must answer, ready to paste into whatever you edit the site with. Copying it ticks nothing; the steps below still do.
Your steps
- Confirm the fix is completeUnlocks when both your steps are ticked. 2 to go.
Radar can help · optional, not counted
- Check Perplexity can read /subscriptionFetches the page as each engine's crawler and reads robots.txt. About 10 seconds, no cost.
- Compare their page with yoursScores both pages on the eight citability signals. About 90 seconds.
- Draft the page sectionWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Make /guides/freshness answer this questionPerplexityGoogle AIClaudeGeminiChatGPT“how fresh should coffee beans be when they arrive”sprudge.com has held it 10 weeks0 of 2
Make fernway.example/guides/freshness answer "how fresh should coffee beans be when they arrive" in its first 150 words, dated, with an author and sources. Add to the opening rather than replacing what it already says for the page's main topic.
Cited instead: sprudge.com ↗ on Perplexity · Google AI · Claude · Gemini · ChatGPT
Page: /guides/freshness
Build it with your own tool. One prompt with the page to change and what it must answer, ready to paste into whatever you edit the site with. Copying it ticks nothing; the steps below still do.
Your steps
- Confirm the fix is completeUnlocks when both your steps are ticked. 2 to go.
Radar can help · optional, not counted
- Check Perplexity can read /guides/freshnessFetches the page as each engine's crawler and reads robots.txt. About 10 seconds, no cost.
- Compare their page with yoursScores both pages on the eight citability signals. About 90 seconds.
- Draft the page sectionWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Make /reviews answer this questionPerplexityChatGPTClaudeGeminiGoogle AI“monthly coffee delivery service reviews”wirecutter.com has held it 10 weeks0 of 2
The fix for "is a coffee subscription worth it" on fernway.example/reviews answers this question too: it is the same question to a buyer, and that fix writes one answer worded to cover both. Do that fix; there is nothing separate to write here, and this one completes when it does.
- Open their page ↗wirecutter.com, cited by Perplexity · ChatGPT · Claude · Gemini · Google AI
Your steps
- Confirm the fix is completeUnlocks when both your steps are ticked. 2 to go.
Radar can help · optional, not counted
- Check Perplexity can read /reviewsFetches the page as each engine's crawler and reads robots.txt. About 10 seconds, no cost.
- Compare their page with yoursScores both pages on the eight citability signals. About 90 seconds.
- Draft the page sectionWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Publish a page that answers this questionPerplexityGoogle AIChatGPTClaudeGemini“coffee subscription comparison chart”wirecutter.com has held it 10 weeks0 of 3
No existing page on your site fits this question, so publish one whose first 150 words answer "coffee subscription comparison chart", dated, with an author and sources.
Cited instead: wirecutter.com ↗ on Perplexity · Google AI · ChatGPT · Claude · Gemini
Page: /
Build it with your own tool. One prompt with the page to change and what it must answer, ready to paste into whatever you edit the site with. Copying it ticks nothing; the steps below still do.
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Check Perplexity can read fernway.exampleFetches the page as each engine's crawler and reads robots.txt. About 10 seconds, no cost.
- Compare their page with yoursScores both pages on the eight citability signals. About 90 seconds.
- Draft the page sectionWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Make /gifts answer this questionGoogle AIChatGPTClaudeGeminiPerplexity“coffee gift subscription for a birthday”wirecutter.com has held it 10 weeks0 of 2
The fix for "coffee subscription gift ideas" on fernway.example/gifts answers this question too: it is the same question to a buyer, and that fix writes one answer worded to cover both. Do that fix; there is nothing separate to write here, and this one completes when it does.
- Open their page ↗wirecutter.com, cited by Google AI · ChatGPT · Claude · Gemini · Perplexity
Your steps
- Confirm the fix is completeUnlocks when both your steps are ticked. 2 to go.
Radar can help · optional, not counted
- Check Google AI can read /giftsFetches the page as each engine's crawler and reads robots.txt. About 10 seconds, no cost.
- Compare their page with yoursScores both pages on the eight citability signals. About 90 seconds.
- Draft the page sectionWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Make /subscription answer this questionPerplexityGoogle AIChatGPTClaudeGemini“coffee subscription with free shipping”atlascoffeeclub.com has held it 10 weeks0 of 2
Add a short, self-contained answer to "coffee subscription with free shipping" on fernway.example/subscription, in its own paragraph or FAQ entry high on the page, with sources.
Leave as is
- The opening, which is the place for "best value coffee subscription"
Cited instead: atlascoffeeclub.com ↗ on Perplexity · Google AI · ChatGPT · Claude · Gemini
Page: /subscription
Build it with your own tool. One prompt with the page to change and what it must answer, ready to paste into whatever you edit the site with. Copying it ticks nothing; the steps below still do.
Your steps
- Confirm the fix is completeUnlocks when both your steps are ticked. 2 to go.
Radar can help · optional, not counted
- Check Perplexity can read /subscriptionFetches the page as each engine's crawler and reads robots.txt. About 10 seconds, no cost.
- Compare their page with yoursScores both pages on the eight citability signals. About 90 seconds.
- Draft the page sectionWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Make /guides/single-origin answer this questionPerplexityChatGPTClaudeGeminiGoogle AI“what does single origin coffee actually mean”sprudge.com has held it 10 weeks0 of 2
Make fernway.example/guides/single-origin answer "what does single origin coffee actually mean" in its first 150 words, dated, with an author and sources. Add to the opening rather than replacing what it already says for the page's main topic.
Cited instead: sprudge.com ↗ on Perplexity · ChatGPT · Claude · Gemini · Google AI
Page: /guides/single-origin
Build it with your own tool. One prompt with the page to change and what it must answer, ready to paste into whatever you edit the site with. Copying it ticks nothing; the steps below still do.
Your steps
- Confirm the fix is completeUnlocks when both your steps are ticked. 2 to go.
Radar can help · optional, not counted
- Check Perplexity can read /guides/single-originFetches the page as each engine's crawler and reads robots.txt. About 10 seconds, no cost.
- Compare their page with yoursScores both pages on the eight citability signals. About 90 seconds.
- Draft the page sectionWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Publish a page that answers this questionPerplexityGoogle AIChatGPTGeminiClaude“coffee subscription with tasting notes”beanbox.com has held it 10 weeks0 of 3
No existing page on your site fits this question, so publish one whose first 150 words answer "coffee subscription with tasting notes", dated, with an author and sources.
Cited instead: beanbox.com ↗ on Perplexity · Google AI · ChatGPT · Gemini · Claude
Page: /
Build it with your own tool. One prompt with the page to change and what it must answer, ready to paste into whatever you edit the site with. Copying it ticks nothing; the steps below still do.
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Check Perplexity can read fernway.exampleFetches the page as each engine's crawler and reads robots.txt. About 10 seconds, no cost.
- Compare their page with yoursScores both pages on the eight citability signals. About 90 seconds.
- Draft the page sectionWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Make /roast-fresh answer this questionGoogle AIChatGPTClaudeGeminiPerplexity“which coffee subscriptions list the roast date”sprudge.com has held it 10 weeks0 of 2
Add a short, self-contained answer to "which coffee subscriptions list the roast date" on fernway.example/roast-fresh, in its own paragraph or FAQ entry high on the page, with sources.
Leave as is
- The opening, which already answers "how to buy coffee that was roasted this week"
- The answer to "how to buy coffee that was roasted this week"
- The answer to "freshest coffee beans delivered"
Cited instead: sprudge.com ↗ on Google AI · ChatGPT · Claude · Gemini · Perplexity
Page: /roast-fresh
Build it with your own tool. One prompt with the page to change and what it must answer, ready to paste into whatever you edit the site with. Copying it ticks nothing; the steps below still do.
Your steps
- Confirm the fix is completeUnlocks when both your steps are ticked. 2 to go.
Radar can help · optional, not counted
- Check Google AI can read /roast-freshFetches the page as each engine's crawler and reads robots.txt. About 10 seconds, no cost.
- Compare their page with yoursScores both pages on the eight citability signals. About 90 seconds.
- Draft the page sectionWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Make /subscription answer this questionGoogle AIChatGPTClaudeGeminiPerplexity“coffee subscription for one person”tradecoffee.com has held it 10 weeks0 of 2
Add a short, self-contained answer to "coffee subscription for one person" on fernway.example/subscription, in its own paragraph or FAQ entry high on the page, with sources.
Leave as is
- The opening, which is the place for "best value coffee subscription"
Cited instead: tradecoffee.com ↗ on Google AI · ChatGPT · Claude · Gemini · Perplexity
Page: /subscription
Build it with your own tool. One prompt with the page to change and what it must answer, ready to paste into whatever you edit the site with. Copying it ticks nothing; the steps below still do.
Your steps
- Confirm the fix is completeUnlocks when both your steps are ticked. 2 to go.
Radar can help · optional, not counted
- Check Google AI can read /subscriptionFetches the page as each engine's crawler and reads robots.txt. About 10 seconds, no cost.
- Compare their page with yoursScores both pages on the eight citability signals. About 90 seconds.
- Draft the page sectionWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Make /roast-fresh answer this questionPerplexityGoogle AIClaudeGeminiChatGPT“coffee delivered within days of roasting”beanbox.com has held it 10 weeks0 of 2
Add a short, self-contained answer to "coffee delivered within days of roasting" on fernway.example/roast-fresh, in its own paragraph or FAQ entry high on the page, with sources.
Leave as is
- The opening, which already answers "how to buy coffee that was roasted this week"
- The answer to "how to buy coffee that was roasted this week"
- The answer to "freshest coffee beans delivered"
Cited instead: beanbox.com ↗ on Perplexity · Google AI · Claude · Gemini · ChatGPT
Page: /roast-fresh
Build it with your own tool. One prompt with the page to change and what it must answer, ready to paste into whatever you edit the site with. Copying it ticks nothing; the steps below still do.
Your steps
- Confirm the fix is completeUnlocks when both your steps are ticked. 2 to go.
Radar can help · optional, not counted
- Check Perplexity can read /roast-freshFetches the page as each engine's crawler and reads robots.txt. About 10 seconds, no cost.
- Compare their page with yoursScores both pages on the eight citability signals. About 90 seconds.
- Draft the page sectionWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Make /sourcing answer this questionPerplexityGoogle AIClaudeGeminiChatGPT“ethically sourced coffee subscription”counterculturecoffee.com has held it 10 weeks0 of 2
Make fernway.example/sourcing answer "ethically sourced coffee subscription" in its first 150 words, dated, with an author and sources. Add to the opening rather than replacing what it already says for the page's main topic.
Cited instead: counterculturecoffee.com ↗ on Perplexity · Google AI · Claude · Gemini · ChatGPT
Page: /sourcing
Build it with your own tool. One prompt with the page to change and what it must answer, ready to paste into whatever you edit the site with. Copying it ticks nothing; the steps below still do.
Your steps
- Confirm the fix is completeUnlocks when both your steps are ticked. 2 to go.
Radar can help · optional, not counted
- Check Perplexity can read /sourcingFetches the page as each engine's crawler and reads robots.txt. About 10 seconds, no cost.
- Compare their page with yoursScores both pages on the eight citability signals. About 90 seconds.
- Draft the page sectionWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Make fernway.example answer this questionPerplexityGoogle AIChatGPTGeminiClaude“specialty coffee delivered monthly”beanbox.com has held it 10 weeks0 of 2
Add a short, self-contained answer to "specialty coffee delivered monthly" on fernway.example, in its own paragraph or FAQ entry high on the page, with sources.
Leave as is
- The opening, which is the place for "best small batch coffee roasters online"
Cited instead: beanbox.com ↗ on Perplexity · Google AI · ChatGPT · Gemini · Claude
Page: /
Build it with your own tool. One prompt with the page to change and what it must answer, ready to paste into whatever you edit the site with. Copying it ticks nothing; the steps below still do.
Your steps
- Confirm the fix is completeUnlocks when both your steps are ticked. 2 to go.
Radar can help · optional, not counted
- Check Perplexity can read fernway.exampleFetches the page as each engine's crawler and reads robots.txt. About 10 seconds, no cost.
- Compare their page with yoursScores both pages on the eight citability signals. About 90 seconds.
- Draft the page sectionWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Make /subscription answer this questionGoogle AIClaudeGeminiPerplexityChatGPT“best specialty coffee subscription”tradecoffee.com has held it 10 weeks0 of 2
Add a short, self-contained answer to "best specialty coffee subscription" on fernway.example/subscription, in its own paragraph or FAQ entry high on the page, with sources.
Leave as is
- The opening, which is the place for "best value coffee subscription"
Cited instead: tradecoffee.com ↗ on Google AI · Claude · Gemini · Perplexity · ChatGPT
Page: /subscription
Build it with your own tool. One prompt with the page to change and what it must answer, ready to paste into whatever you edit the site with. Copying it ticks nothing; the steps below still do.
Your steps
- Confirm the fix is completeUnlocks when both your steps are ticked. 2 to go.
Radar can help · optional, not counted
- Check Google AI can read /subscriptionFetches the page as each engine's crawler and reads robots.txt. About 10 seconds, no cost.
- Compare their page with yoursScores both pages on the eight citability signals. About 90 seconds.
- Draft the page sectionWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Make /roast-fresh answer this questionGoogle AIChatGPTClaudeGeminiPerplexity“roasters that ship the same day they roast”sprudge.com has held it 10 weeks0 of 2
Add a short, self-contained answer to "roasters that ship the same day they roast" on fernway.example/roast-fresh, in its own paragraph or FAQ entry high on the page, with sources.
Leave as is
- The opening, which already answers "how to buy coffee that was roasted this week"
- The answer to "how to buy coffee that was roasted this week"
- The answer to "freshest coffee beans delivered"
Cited instead: sprudge.com ↗ on Google AI · ChatGPT · Claude · Gemini · Perplexity
Page: /roast-fresh
Build it with your own tool. One prompt with the page to change and what it must answer, ready to paste into whatever you edit the site with. Copying it ticks nothing; the steps below still do.
Your steps
- Confirm the fix is completeUnlocks when both your steps are ticked. 2 to go.
Radar can help · optional, not counted
- Check Google AI can read /roast-freshFetches the page as each engine's crawler and reads robots.txt. About 10 seconds, no cost.
- Compare their page with yoursScores both pages on the eight citability signals. About 90 seconds.
- Draft the page sectionWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
How answers describe you 2
Double down on this week's winning queriesOpportunityFound last week
For each winning query, add 2 to 3 follow-up questions a buyer would ask next (cost, setup, how it compares) to the tracked question bank at the next review, skipping any the page already answers, and answer each in the cited page's FAQ section, starting one only if the page has none. The cited page for "best coffee for pour over at home" is fernway.example/guides/pour-over; that is where the answers go.
Where: the FAQ section on each of fernway.example/guides/pour-over, fernway.example/subscription, fernway.example/roast-fresh
Pages that won on this week's queries have proven AI-search affinity. AI engines fan a question out into the follow-ups a buyer asks next, so a cited page that also answers those adjacent questions is the one most likely to keep and widen its citations.
Based on: 24 winning queries this week (e.g. "best coffee beans for espresso at home" and "best coffee for pour over at home"). Your primary buyer is Home coffee drinkers who buy specialty beans online.
For whatever you edit the site with. Copying ticks nothing.Done this?
Radar records the date and the next scan checks it. If the scan stops raising it, it moves to Done as confirmed. If the scan still sees it, it comes back here.
0 / 2000
Not right for this site? Set it aside. It waits under Set aside and restores with its ticks kept.
Non-brand rate improving: identify what workedOpportunityFound this week
This week's new wins: "best specialty coffee subscription" on Perplexity, citing fernway.example/subscription and "best coffee for pour over at home" on ChatGPT, citing fernway.example/guides/pour-over, plus 3 more. For each, note any off-site content shipped in the past 7 to 21 days on that topic, and repeat that pattern next week.
The cited rate on buyer questions moved up versus the prior week. Whatever changed in content, outreach, or engine behaviour is producing pickup.
Based on: Non-brand cited rate: 16.3% (up 2.5pt from 13.8%). Your primary buyer is Home coffee drinkers who buy specialty beans online.
Done this?
Radar records the date and the next scan checks it. If the scan stops raising it, it moves to Done as confirmed. If the scan still sees it, it comes back here.
0 / 2000
Not right for this site? Set it aside. It waits under Set aside and restores with its ticks kept.
Off your site 56
Threads, listings, reviews and mentions elsewhere. Most are asks someone else answers.Communities 43
Reply in the thread Perplexity citedPerplexity“best small batch coffee roasters online”reddit.com has held it 10 weeks0 of 3
Reply in r/Coffee, "best coffee subscription 2026". It is the thread Perplexity cited for this question, even though its title is worded differently. Answer the way the thread asks it.
- Open the thread ↗reddit.com, cited by Perplexity
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread Perplexity citedPerplexity“is a coffee subscription worth it”reddit.com has held it 10 weeks0 of 3
Reply in reddit.com. Answer the way the thread asks it. The same thread was cited for "small roaster coffee delivered to your door" and "decaf coffee subscription that actually tastes good" too, so write one reply that answers both; it completes this Move and that one.
- Open the thread ↗reddit.com, cited by Perplexity
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /reviews
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread Perplexity citedPerplexity“single origin coffee roasters worth trying”reddit.com has held it 10 weeks0 of 3
Reply in r/pourover, "roasters that surprised you this year". It is the thread Perplexity cited for this question, even though its title is worded differently. Answer the way the thread asks it.
- Open the thread ↗reddit.com, cited by Perplexity
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread Perplexity citedPerplexity“small roaster coffee delivered to your door”reddit.com has held it 10 weeks0 of 3
Reply in reddit.com. Answer the way the thread asks it. The same thread was cited for "is a coffee subscription worth it" and "decaf coffee subscription that actually tastes good" too, so write one reply that answers both; it completes this Move and that one.
- Open the thread ↗reddit.com, cited by Perplexity
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread Google AI citedGoogle AI“best small batch coffee roasters online”reddit.com has held it 10 weeks0 of 3
Reply in r/Coffee, "best coffee subscription 2026". It is the thread Google AI cited for this question, even though its title is worded differently. Answer the way the thread asks it.
- Open the thread ↗reddit.com, cited by Google AI
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread Google AI citedGoogle AI“is a coffee subscription worth it”reddit.com has held it 10 weeks0 of 3
Reply in reddit.com. Answer the way the thread asks it. The same thread was cited for "small roaster coffee delivered to your door" and "decaf coffee subscription that actually tastes good" too, so write one reply that answers both; it completes this Move and that one.
- Open the thread ↗reddit.com, cited by Google AI
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /reviews
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread Google AI citedGoogle AI“single origin coffee roasters worth trying”reddit.com has held it 10 weeks0 of 3
Reply in r/pourover, "roasters that surprised you this year". It is the thread Google AI cited for this question, even though its title is worded differently. Answer the way the thread asks it.
- Open the thread ↗reddit.com, cited by Google AI
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread Google AI citedGoogle AI“small roaster coffee delivered to your door”reddit.com has held it 10 weeks0 of 3
Reply in reddit.com. Answer the way the thread asks it. The same thread was cited for "is a coffee subscription worth it" and "decaf coffee subscription that actually tastes good" too, so write one reply that answers both; it completes this Move and that one.
- Open the thread ↗reddit.com, cited by Google AI
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread ChatGPT citedChatGPT“best small batch coffee roasters online”reddit.com has held it 10 weeks0 of 3
Reply in r/Coffee, "best coffee subscription 2026". It is the thread ChatGPT cited for this question, even though its title is worded differently. Answer the way the thread asks it.
- Open the thread ↗reddit.com, cited by ChatGPT
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread Claude citedClaude“best small batch coffee roasters online”reddit.com has held it 10 weeks0 of 3
Reply in r/Coffee, "best coffee subscription 2026". It is the thread Claude cited for this question, even though its title is worded differently. Answer the way the thread asks it.
- Open the thread ↗reddit.com, cited by Claude
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread ChatGPT citedChatGPT“is a coffee subscription worth it”reddit.com has held it 10 weeks0 of 3
Reply in reddit.com. Answer the way the thread asks it. The same thread was cited for "small roaster coffee delivered to your door" and "decaf coffee subscription that actually tastes good" too, so write one reply that answers both; it completes this Move and that one.
- Open the thread ↗reddit.com, cited by ChatGPT
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /reviews
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread Claude citedClaude“is a coffee subscription worth it”reddit.com has held it 10 weeks0 of 3
Reply in reddit.com. Answer the way the thread asks it. The same thread was cited for "small roaster coffee delivered to your door" and "decaf coffee subscription that actually tastes good" too, so write one reply that answers both; it completes this Move and that one.
- Open the thread ↗reddit.com, cited by Claude
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /reviews
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread ChatGPT citedChatGPT“single origin coffee roasters worth trying”reddit.com has held it 10 weeks0 of 3
Reply in r/pourover, "roasters that surprised you this year". It is the thread ChatGPT cited for this question, even though its title is worded differently. Answer the way the thread asks it.
- Open the thread ↗reddit.com, cited by ChatGPT
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread Claude citedClaude“single origin coffee roasters worth trying”reddit.com has held it 10 weeks0 of 3
Reply in r/pourover, "roasters that surprised you this year". It is the thread Claude cited for this question, even though its title is worded differently. Answer the way the thread asks it.
- Open the thread ↗reddit.com, cited by Claude
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread Perplexity citedPerplexity“decaf coffee subscription that actually tastes good”reddit.com has held it 10 weeks0 of 3
Reply in reddit.com. Answer the way the thread asks it. The same thread was cited for "is a coffee subscription worth it" and "small roaster coffee delivered to your door" too, so write one reply that answers both; it completes this Move and that one.
- Open the thread ↗reddit.com, cited by Perplexity
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread Perplexity citedPerplexity“how to store coffee beans after delivery”reddit.com has held it 10 weeks0 of 3
Reply in reddit.com. Answer the way the thread asks it. The same thread was cited for "is a coffee subscription worth it" and "small roaster coffee delivered to your door" too, so write one reply that answers both; it completes this Move and that one.
- Open the thread ↗reddit.com, cited by Perplexity
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread Claude citedClaude“small roaster coffee delivered to your door”reddit.com has held it 10 weeks0 of 3
Reply in reddit.com. Answer the way the thread asks it. The same thread was cited for "is a coffee subscription worth it" and "decaf coffee subscription that actually tastes good" too, so write one reply that answers both; it completes this Move and that one.
- Open the thread ↗reddit.com, cited by Claude
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread Gemini citedGemini“best small batch coffee roasters online”reddit.com has held it 10 weeks0 of 3
Reply in r/Coffee, "best coffee subscription 2026". It is the thread Gemini cited for this question, even though its title is worded differently. Answer the way the thread asks it.
- Open the thread ↗reddit.com, cited by Gemini
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread Gemini citedGemini“is a coffee subscription worth it”reddit.com has held it 10 weeks0 of 3
Reply in reddit.com. Answer the way the thread asks it. The same thread was cited for "small roaster coffee delivered to your door" and "decaf coffee subscription that actually tastes good" too, so write one reply that answers both; it completes this Move and that one.
- Open the thread ↗reddit.com, cited by Gemini
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /reviews
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread Google AI citedGoogle AI“decaf coffee subscription that actually tastes good”reddit.com has held it 10 weeks0 of 3
Reply in reddit.com. Answer the way the thread asks it. The same thread was cited for "is a coffee subscription worth it" and "small roaster coffee delivered to your door" too, so write one reply that answers both; it completes this Move and that one.
- Open the thread ↗reddit.com, cited by Google AI
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread Google AI citedGoogle AI“how to store coffee beans after delivery”reddit.com has held it 10 weeks0 of 3
Reply in reddit.com. Answer the way the thread asks it. The same thread was cited for "is a coffee subscription worth it" and "small roaster coffee delivered to your door" too, so write one reply that answers both; it completes this Move and that one.
- Open the thread ↗reddit.com, cited by Google AI
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread Gemini citedGemini“single origin coffee roasters worth trying”reddit.com has held it 10 weeks0 of 3
Reply in r/pourover, "roasters that surprised you this year". It is the thread Gemini cited for this question, even though its title is worded differently. Answer the way the thread asks it.
- Open the thread ↗reddit.com, cited by Gemini
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread Gemini citedGemini“small roaster coffee delivered to your door”reddit.com has held it 10 weeks0 of 3
Reply in reddit.com. Answer the way the thread asks it. The same thread was cited for "is a coffee subscription worth it" and "decaf coffee subscription that actually tastes good" too, so write one reply that answers both; it completes this Move and that one.
- Open the thread ↗reddit.com, cited by Gemini
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread Claude citedClaude“decaf coffee subscription that actually tastes good”reddit.com has held it 10 weeks0 of 3
Reply in reddit.com. Answer the way the thread asks it. The same thread was cited for "is a coffee subscription worth it" and "small roaster coffee delivered to your door" too, so write one reply that answers both; it completes this Move and that one.
- Open the thread ↗reddit.com, cited by Claude
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread ChatGPT citedChatGPT“how to store coffee beans after delivery”reddit.com has held it 10 weeks0 of 3
Reply in reddit.com. Answer the way the thread asks it. The same thread was cited for "is a coffee subscription worth it" and "small roaster coffee delivered to your door" too, so write one reply that answers both; it completes this Move and that one.
- Open the thread ↗reddit.com, cited by ChatGPT
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread Claude citedClaude“how to store coffee beans after delivery”reddit.com has held it 10 weeks0 of 3
Reply in reddit.com. Answer the way the thread asks it. The same thread was cited for "is a coffee subscription worth it" and "small roaster coffee delivered to your door" too, so write one reply that answers both; it completes this Move and that one.
- Open the thread ↗reddit.com, cited by Claude
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread Perplexity citedPerplexity“best coffee grinder for subscription beans”reddit.com has held it 10 weeks0 of 3
Reply in reddit.com. Answer the way the thread asks it. The same thread was cited for "is a coffee subscription worth it" and "small roaster coffee delivered to your door" too, so write one reply that answers both; it completes this Move and that one.
- Open the thread ↗reddit.com, cited by Perplexity
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /subscription
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread Gemini citedGemini“decaf coffee subscription that actually tastes good”reddit.com has held it 10 weeks0 of 3
Reply in reddit.com. Answer the way the thread asks it. The same thread was cited for "is a coffee subscription worth it" and "small roaster coffee delivered to your door" too, so write one reply that answers both; it completes this Move and that one.
- Open the thread ↗reddit.com, cited by Gemini
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread Gemini citedGemini“how to store coffee beans after delivery”reddit.com has held it 10 weeks0 of 3
Reply in reddit.com. Answer the way the thread asks it. The same thread was cited for "is a coffee subscription worth it" and "small roaster coffee delivered to your door" too, so write one reply that answers both; it completes this Move and that one.
- Open the thread ↗reddit.com, cited by Gemini
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread Google AI citedGoogle AI“coffee club vs buying from a local roaster”reddit.com has held it 10 weeks0 of 3
Reply in reddit.com. Answer the way the thread asks it. The same thread was cited for "is a coffee subscription worth it" and "small roaster coffee delivered to your door" too, so write one reply that answers both; it completes this Move and that one.
- Open the thread ↗reddit.com, cited by Google AI
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread Google AI citedGoogle AI“best coffee grinder for subscription beans”reddit.com has held it 10 weeks0 of 3
Reply in reddit.com. Answer the way the thread asks it. The same thread was cited for "is a coffee subscription worth it" and "small roaster coffee delivered to your door" too, so write one reply that answers both; it completes this Move and that one.
- Open the thread ↗reddit.com, cited by Google AI
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /subscription
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread ChatGPT citedChatGPT“coffee club vs buying from a local roaster”reddit.com has held it 10 weeks0 of 3
Reply in reddit.com. Answer the way the thread asks it. The same thread was cited for "is a coffee subscription worth it" and "small roaster coffee delivered to your door" too, so write one reply that answers both; it completes this Move and that one.
- Open the thread ↗reddit.com, cited by ChatGPT
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread Claude citedClaude“coffee club vs buying from a local roaster”reddit.com has held it 10 weeks0 of 3
Reply in reddit.com. Answer the way the thread asks it. The same thread was cited for "is a coffee subscription worth it" and "small roaster coffee delivered to your door" too, so write one reply that answers both; it completes this Move and that one.
- Open the thread ↗reddit.com, cited by Claude
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread ChatGPT citedChatGPT“best coffee grinder for subscription beans”reddit.com has held it 10 weeks0 of 3
Reply in reddit.com. Answer the way the thread asks it. The same thread was cited for "is a coffee subscription worth it" and "small roaster coffee delivered to your door" too, so write one reply that answers both; it completes this Move and that one.
- Open the thread ↗reddit.com, cited by ChatGPT
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /subscription
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread Claude citedClaude“best coffee grinder for subscription beans”reddit.com has held it 10 weeks0 of 3
Reply in reddit.com. Answer the way the thread asks it. The same thread was cited for "is a coffee subscription worth it" and "small roaster coffee delivered to your door" too, so write one reply that answers both; it completes this Move and that one.
- Open the thread ↗reddit.com, cited by Claude
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /subscription
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread Gemini citedGemini“coffee club vs buying from a local roaster”reddit.com has held it 10 weeks0 of 3
Reply in reddit.com. Answer the way the thread asks it. The same thread was cited for "is a coffee subscription worth it" and "small roaster coffee delivered to your door" too, so write one reply that answers both; it completes this Move and that one.
- Open the thread ↗reddit.com, cited by Gemini
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread Gemini citedGemini“best coffee grinder for subscription beans”reddit.com has held it 10 weeks0 of 3
Reply in reddit.com. Answer the way the thread asks it. The same thread was cited for "is a coffee subscription worth it" and "small roaster coffee delivered to your door" too, so write one reply that answers both; it completes this Move and that one.
- Open the thread ↗reddit.com, cited by Gemini
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /subscription
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread ChatGPT citedChatGPT“small roaster coffee delivered to your door”reddit.com cited now, you have gone uncited 10 weeks0 of 3
Reply in reddit.com. Answer the way the thread asks it. The same thread was cited for "is a coffee subscription worth it" and "decaf coffee subscription that actually tastes good" too, so write one reply that answers both; it completes this Move and that one.
- Open the thread ↗reddit.com, cited by ChatGPT
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread ChatGPT citedChatGPT“decaf coffee subscription that actually tastes good”reddit.com cited now, you have gone uncited 10 weeks0 of 3
Reply in reddit.com. Answer the way the thread asks it. The same thread was cited for "is a coffee subscription worth it" and "small roaster coffee delivered to your door" too, so write one reply that answers both; it completes this Move and that one.
- Open the thread ↗reddit.com, cited by ChatGPT
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
Reply in the thread Perplexity citedPerplexity“coffee club vs buying from a local roaster”reddit.com cited now, you have gone uncited 10 weeks0 of 3
Reply in reddit.com. Answer the way the thread asks it. The same thread was cited for "is a coffee subscription worth it" and "small roaster coffee delivered to your door" too, so write one reply that answers both; it completes this Move and that one.
- Open the thread ↗reddit.com, cited by Perplexity
Your steps
- Confirm the fix is completeUnlocks when all 3 of your steps are ticked. 3 to go.
Radar can help · optional, not counted
- Draft the replyWritten from your profile and the stored answer. Facts Radar does not have come back as blanks. About 20 seconds.
Build it with your own tool. The page on your site this can link to, as a prompt for whatever you edit the site with.
Page: /
Copying it ticks nothing; your steps still do.
Tick each step as you do it. Nothing goes live until you confirm the fix is complete.
reddit.com (37x) is a community: join the threads, not a /vs pageImportantFound last week
Start with the exact thread already holding the slot: r/pourover, "roasters that surprised you this year". Find the threads ranking for the missed queries and contribute genuinely useful answers that mention Fernway Coffee where relevant. Start 1 or 2 new threads with the buyer-intent question if none exist. Community presence only counts when it is real: useful answers from genuine accounts, never astroturfing. Per engine missing you: Gemini grounds on the Google index, so crawlable server-rendered HTML and a direct first-paragraph answer matter most.
reddit.com gets cited because AI engines lean on community discussion, Perplexity most of all (Reddit is one of the two largest sources Perplexity cites, at roughly a fifth of top-domain citation share alongside YouTube; ChatGPT uses it too). The winning threads this week live in r/pourover and r/Coffee, answering "single origin coffee roasters worth trying" and "best small batch coffee roasters online". Inside those answers the engines named Heart and Sey, which is what presence here has to displace. The win is genuine presence in the threads that rank for these queries, not a comparison page.
Based on: Top cited domain: reddit.com (37x this week). Runners-up: sprudge.com (28x, competitor), beanbox.com (19x, competitor), wirecutter.com (18x, competitor). Your primary buyer is Home coffee drinkers who buy specialty beans online; tune the content + listings on that platform to their language and use cases.
Done this?
Radar records the date and the next scan checks it. If the scan stops raising it, it moves to Done as confirmed. If the scan still sees it, it comes back here.
0 / 2000
Not right for this site? Set it aside. It waits under Set aside and restores with its ticks kept.
Reddit presence for Fernway CoffeeImportantA week or more0 of 4
2 subreddits are already holding answer slots on your own tracked questions: r/pourover (20 slots), r/Coffee (20 slots). Reddit is one of the two largest sources Perplexity cites, and these are the exact rooms your buyers' answers are being written in.
- Mark it doneUnlocks when all 4 of your steps are ticked. 4 to go.
Not right for this site? Set it aside. It waits under Set aside and restores with its ticks kept.
Hacker News presence for Fernway CoffeeOpportunityAbout a day0 of 4
Hacker News is less load-bearing for ecommerce brands, but a single Show HN can still anchor a citation. Lower priority than your other channels.
- Mark it doneUnlocks when all 4 of your steps are ticked. 4 to go.
Not right for this site? Set it aside. It waits under Set aside and restores with its ticks kept.
Listings and reviews 10
Fernway Coffee is not being cited on any review site we can seeImportantFound last week
Claim your listings on Trustpilot, Sitejabber, and Better Business Bureau (BBB) this week and complete the category and description fields, then drive 5 to 10 genuine customer reviews via your post-purchase email flow. If you already hold review profiles, add them under Settings so this plan reflects what you have. As the weekly scans accumulate, this upgrades to the specific sites the AI is citing in your category.
Trustpilot, Sitejabber, and Better Business Bureau (BBB) are the third-party corroborators AI engines trust most for online stores. Without a presence on at least one of these, brand-name searches return mixed signals and category searches skip Fernway Coffee entirely. Note this only covers sites the scan can measure: a Google Business Profile never appears as a cited source, so if you have one it will not show up here.
Based on: No review-site domain has appeared as top_cited_domain on any brand-aware run for this tenant. Scope: measurable review domains only.
Done this?
Radar records the date and the next scan checks it. If the scan stops raising it, it moves to Done as confirmed. If the scan still sees it, it comes back here.
0 / 2000
Not right for this site? Set it aside. It waits under Set aside and restores with its ticks kept.
Wikidata Q-item for Fernway CoffeeCriticalAbout an hour0 of 6
Wikidata is the entity graph LLMs reconcile against when deciding whether two citations refer to the same entity. Without a Q-item, citations to Fernway Coffee can fragment across multiple ghost entities in the model's knowledge graph.
- Mark it doneUnlocks when all 6 of your steps are ticked. 6 to go.
Not right for this site? Set it aside. It waits under Set aside and restores with its ticks kept.
Trustpilot listing for Fernway CoffeeImportantAbout an hour0 of 4
Trustpilot is the most-cited consumer review site across AI engines for Specialty coffee subscription brands. A 50+ review listing unlocks "is Fernway Coffee legit" answer-eligibility.
- Mark it doneUnlocks when all 4 of your steps are ticked. 4 to go.
Not right for this site? Set it aside. It waits under Set aside and restores with its ticks kept.
Sitejabber for Fernway CoffeeImportantAbout 30 minutes0 of 4
Second-largest US ecom review aggregator; partners with Google Reviews so listings surface in both AI engines and traditional SERPs.
- Mark it doneUnlocks when all 4 of your steps are ticked. 4 to go.
Not right for this site? Set it aside. It waits under Set aside and restores with its ticks kept.
Better Business Bureau (BBB) for Fernway CoffeeImportantAbout an hour0 of 4
AI engines treat BBB ratings as a fraud-check signal for US ecom brands. A+ rating is a strong cite.
- Mark it doneUnlocks when all 4 of your steps are ticked. 4 to go.
Not right for this site? Set it aside. It waits under Set aside and restores with its ticks kept.
Google Business Profile for Fernway CoffeeImportantAbout an hour0 of 4
Even for online-only ecom, a verified GBP feeds Google AI Overview + Gemini grounding signals.
- Mark it doneUnlocks when all 4 of your steps are ticked. 4 to go.
Not right for this site? Set it aside. It waits under Set aside and restores with its ticks kept.
Yotpo on-site reviews with schema.org/Review for Fernway CoffeeImportantAbout a day0 of 3
On-page review schema (AggregateRating) is a small-but-positive corroboration signal; the visible reviews matter more than the markup. Lower priority than claiming the major review sites above.
- Mark it doneUnlocks when all 3 of your steps are ticked. 3 to go.
Not right for this site? Set it aside. It waits under Set aside and restores with its ticks kept.
Wikipedia article for Fernway CoffeeOpportunityA week or more0 of 3
Wikipedia notability rules are strict (significant third-party coverage required). Don't manufacture a draft. Focus on Wikidata first. A Wikipedia article often follows once you have press coverage + a Q-item.
- Mark it doneUnlocks when all 3 of your steps are ticked. 3 to go.
Not right for this site? Set it aside. It waits under Set aside and restores with its ticks kept.
Crunchbase profile for Fernway CoffeeOpportunityAbout an hour0 of 4
Crunchbase feeds the B2B entity graph. Founders, funding, category, HQ all become structured signal AI engines cite for 'what is [brand]'.
- Mark it doneUnlocks when all 4 of your steps are ticked. 4 to go.
Not right for this site? Set it aside. It waits under Set aside and restores with its ticks kept.
LinkedIn Company Page for Fernway CoffeeOpportunityAbout an hour0 of 4
Among the top-10 most-cited B2B domains per Goodie 2025. AI engines lean on LinkedIn company descriptions when answering category questions.
- Mark it doneUnlocks when all 4 of your steps are ticked. 4 to go.
Not right for this site? Set it aside. It waits under Set aside and restores with its ticks kept.
Press and mentions 3
Get Fernway Coffee included in 3 listicles in your categoryImportantA week or more0 of 4
Listicles compound. Once Fernway Coffee appears in 3-4 "best Specialty coffee subscription" posts, AI engines surface Fernway Coffee when buyers ask for recommendations, even without further effort from you.
- Mark it doneUnlocks when all 4 of your steps are ticked. 4 to go.
Not right for this site? Set it aside. It waits under Set aside and restores with its ticks kept.
Get Fernway Coffee's founder on 3 podcastsOpportunityA week or more0 of 4
A podcast episode puts your founder's answers on someone else's site as a published transcript: third-party Q&A text that AI engines can retrieve and cite alongside your own pages.
- Mark it doneUnlocks when all 4 of your steps are ticked. 4 to go.
Not right for this site? Set it aside. It waits under Set aside and restores with its ticks kept.
Review the weekly Radar scan emailOpportunityAbout 15 minutes0 of 3
Read the email Radar sends after each weekly scan: it says what changed for Fernway Coffee's citations, and the entity checks and homepage read shown here refresh on the same scan. Fifteen minutes a week on it is the highest-leverage compounding habit available.
- Mark it doneUnlocks when all 3 of your steps are ticked. 3 to go.
Not right for this site? Set it aside. It waits under Set aside and restores with its ticks kept.
On your site 4
Edits to the site itself, for whoever builds it. Most come with a prompt.- Make /roast-fresh answer this questionPerplexityGoogle AIChatGPTGemini“how to buy coffee that was roasted this week”sprudge.com has held it 10 weeksShipped 1 Sept. Not cited since you shipped yet. Off-page moves usually take 4 to 8 weeks to show.Not yet
- Make /roast-fresh answer this questionGoogle AIClaudeGeminiPerplexity“freshest coffee beans delivered”beanbox.com has held it 10 weeksShipped 21 Oct. Waiting for the first weekly scan since you shipped.Shipped
- Make /guides/pour-over answer this questionPerplexityGoogle AIClaudeGemini“best coffee for pour over at home”sprudge.com has held it 10 weeksShipped 21 Oct. Waiting for the first weekly scan since you shipped.Shipped
- Make /guides/pour-over answer this questionChatGPT“best coffee for pour over at home”sprudge.com cited now, you have gone uncited 10 weeksShipped 28 Sept. Cited in some scans since you shipped. 2 strong weeks in a row calls it.Partly cited
Confirmed means you marked it complete and the scan stopped raising it. Cleared on its own means nobody marked it and the scan stopped raising it anyway. Won and Slipped are the scan's verdict on an answer.
On your site 2
Edits to the site itself, for whoever builds it. Most come with a prompt.Structured data 1
- Add Organization schema with links to your review profilesMarked complete 23 Sept.“Shipped with the homepage refresh.”Marked complete
Page answers 1
- Make /roast-fresh answer this questionClaude“how to buy coffee that was roasted this week”sprudge.com cited now, you have gone uncited 10 weeksShipped 1 Sept. Make fernway.example/roast-fresh answer "how to buy coffee that was roasted this week" in its first 150 words, dated, with an author and sources. Add to the opening rather than replacing what it already says for the page's main topic. Keep the answers already live on this page: "freshest coffee beans delivered".Won
Nothing set aside. Use “Not for us” on any fix you have decided against; it waits here and restores with its ticks kept.
Where you standStage: Established · named in 14% of buyer answers
AI engines cite you reliably when people search your name. The foundations stay in this list for upkeep.
Your data suggests Building. Change the stage in Client settings.
Your homepage scan is in progress. Refresh the page in about a minute to see your AI Citability score across 8 dimensions plus the top three fixes that lift it most.
What this means. How often Fernway Coffee appears in AI answers to queries that DO NOT name the brand. This is the load-bearing leading indicator at pre-awareness: a buyer searches the category, AI mentions you, eventual citation follows. AI engines are mentioning Fernway Coffee on category queries even when the buyer didn't type your name. Strong evidence the entity establishment is paying off.
- decaf coffee subscription that actually tastes good (chatgpt)
- coffee gift subscription for a birthday (perplexity)
- coffee subscription with tasting notes (claude)
queries where Fernway Coffee appeared this week but not in the prior 4 weeks
Items you've already shipped are auto-marked with the evidence link. We check Wikipedia, Wikidata, Reddit, Trustpilot, and your own robots.txt for AI-bot access. Reddit and Hacker News count only when a post links your own domain, so a common phrase matching unrelated threads never reads as presence. Google Business Profile, Amazon listings and on-site Yotpo reviews aren't reliably auto-detectable so they live in the build strategy below.
Article notability (very strict)
Entity-graph Q-item with sameAs
Reddit search mentions
Trustpilot listing exists
robots.txt allows AI bots