How is WhyIQ AI Radar different from AthenaHQ?

AthenaHQ does not publish how many times it queries each prompt, and does not advertise a confidence measure. AI engine responses are probabilistic, so a single reading of a prompt is a sample rather than a measurement. AI Radar's Agency tier runs each prompt 3 times per week against every engine and averages the result into a citation-rate band on the dashboard (e.g. cited in 2 of 3 passes). Customers see citation rate as a sample-of-three rather than a coin-flip reading. AI Radar also ships page-level attribution: each prompt in the bank carries an intended target page, and AI Radar flags whether the engine landed on it (full win) or a different page on your domain (partial win). AthenaHQ surfaces citations at the domain level only.

Why does single-shot AI citation tracking present noise as signal?

Anthropic's own documentation states that LLM responses are probabilistic. Run the same prompt twice and you may see different citations, different competitors named, and different third-party sources surfaced. A single weekly query against each engine reports one snapshot from that distribution as the citation reading. The customer cannot tell whether they were cited reliably or just once in a noisy sample. The category's loudest review-site complaint is exactly this: 'I ran the same prompt 5 times in ChatGPT and got 3 different competitor cites.' Multi-pass tracking treats the underlying probability distribution as the measurement target, not one observation.

What does the 3-pass confidence band on AI Radar Agency mean in practice?

Every prompt in your Agency bank is queried 3 times per engine per week. Each query is an independent run against the same engine with the same prompt; the engine's response is recorded for each. The dashboard reports the averaged citation result as a band (e.g. cited in 2 of 3 passes on ChatGPT for the query 'best AI SEO tool'). On the per-prompt detail view, customers see each pass result individually so they can inspect variance directly. No funded competitor in the category, AthenaHQ included, advertises a multi-run confidence measure; the 3-pass band is the design choice that separates AI Radar.

Can WhyIQ AI Radar replace AthenaHQ?

Yes, for the customer profile both products target. AI Radar covers the same multi-engine weekly citation tracking job with the 3-pass confidence band on Agency, page-level attribution per prompt, flat 5-engine coverage at every paid tier, and per-client workspaces on Agency. AthenaHQ's specific moats are its established review-site presence and its existing customer base. AI Radar matches the self-serve onboarding (free check in about 3 minutes end-to-end, no account required, results emailed to the visitor), and the review-site presence catches up over time as the product grows.

What engines does AI Radar cover compared to AthenaHQ?

AI Radar covers 5 engines flat at every paid tier: ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews. All 5 are included on the free one-time check, the $29 SMB tier, and the $149 Agency tier. No per-engine add-ons, no upsell to unlock the engine you actually want to track. Grok and Microsoft Copilot are NOT in the bundle today, and AI Radar does not market them as included until pricing for those engines is finalized.

What does AI Radar cost compared to AthenaHQ?

AI Radar's SMB tier is $29/mo for 30 prompts weekly across 5 AI engines, single-pass. AI Radar's Agency tier is $149/mo for 40 prompts per client domain, with 3 passes weekly and the confidence band. 1 client domain is included; each additional client is $49/mo. AthenaHQ publishes a free Essential tier (300 credits) covering 5 engines (ChatGPT, Perplexity, Google AI Overviews, Gemini and Copilot, but not Claude), a Starter tier at $295/mo covering 11 models including Claude, and a custom Enterprise tier; it meters in AI responses rather than prompts. The flat $29 entry point with all 5 engines included, and the advertised confidence band on Agency, are the AI Radar wedges.

What does WhyIQ AI Radar NOT replace from AthenaHQ?

AthenaHQ's established review-site presence on AI-SEO category platforms is not something a comparison page can replicate. Customers who choose tools by review-site signal alone will continue to find AthenaHQ first. AI Radar's response to that is to ship a free one-time check (no account, about 3 minutes end-to-end, emailed to the visitor) so prospective customers can sample the product without onboarding friction, then decide on the measurement integrity of the data.

An advertised 3-pass confidence band vs none

AthenaHQ does not advertise a confidence measure. AI Radar runs 3 passes and averages.

AthenaHQ does not publish how often it queries each prompt, and advertises no confidence measure. AI engine responses are probabilistic, so a single reading is a sample rather than a measurement, which is the loudest complaint in third-party reviews of the category. WhyIQ AI Radar's Agency tier ($149/mo) runs each prompt 3 times per week against every engine and averages into a confidence band on the dashboard. SMB ($29/mo) covers 30 prompts across all 5 engines flat.

Updated 2026-10-17. AthenaHQ figures verified on 2 October 2026.

Run my free AI citation check

8 prompts × 5 engines. No account. About 3 minutes. Emailed to you.

	AthenaHQ	WhyIQ AI Radar
First paid tier	$295 per month (Starter)	$29 per month
Free option	Free tier, 300 credits	Free check, no account, about 3 minutes
Engines on the free option	5, Claude not included	5, Claude included
Engines on the first paid tier	11 models, Claude included	5 engines flat
Metering	Credits, 1 per AI response	30 prompts weekly
Multi-pass confidence	Not advertised	3-pass band on Agency
Refresh cadence	Not stated on pricing page	Weekly
Page-level attribution	Not stated on pricing page	Per-prompt target page match
Onboarding	Self-serve Starter, white-glove Enterprise	Self-serve, instant

What WhyIQ AI Radar replaces

Where AI Radar does the job differently

AthenaHQ is a working AI citation tracker. AI Radar covers the same job with multi-pass measurement integrity, page-level attribution, flat engine coverage, and self-serve onboarding.

Single-shot noise presented as signal

AthenaHQ does not publish a sampling methodology or advertise a confidence measure. LLM responses are probabilistic by design. AI Radar Agency runs each prompt 3 times per engine per week and averages into a confidence band, so customers see whether they were cited reliably or just once in a noisy sample.

A $29 first step instead of $295

AthenaHQ's first paid tier is $295/mo. AI Radar's paid tiers are $29 SMB and $149 Agency (1 client included, then $49/mo per additional client), self-serve, with data from your first weekly cycle.

Page-level attribution, stated plainly

AthenaHQ's pricing page does not say whether citations are reported per page. AI Radar's query bank carries the intended target page per prompt, and the dashboard flags whether the engine landed on the intended page (full win) or a different page on your domain (partial win). Materially better signal for content teams.

Claude on the entry tier

AthenaHQ's free tier covers five engines but not Claude, which arrives with Starter at $295/mo. AI Radar covers 5 engines flat at every paid tier: ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews. No per-engine add-ons, no upsell to unlock the engine you actually want to track.

Honest about limits

What WhyIQ AI Radar does not replace

AthenaHQ has been in market longer and earns trust on dimensions a feature comparison cannot replicate. Honest framing first.

AthenaHQ's established review-site presence on AI-SEO category platforms

Buyer profiles that select tools by review-site search alone, regardless of measurement integrity

Workflows already built on AthenaHQ's specific API shape or webhook endpoints

Engine bundles that include Grok or Microsoft Copilot today (AI Radar does not ship these yet)

When each is the right call

Use AI Radar when

Single-shot citation readings feel like noise and you want a 3-pass confidence band
You want all 5 mainstream AI engines tracked flat at every paid tier
Page-level attribution (did the engine cite the intended page?) matters for content team workflows
You want all 5 engines, Claude included, for $29 a month rather than $295
You run an agency with multiple client domains and want flat $49/mo-per-client scaling
You already use WhyIQ CRO Scanner and want the citation product on the same domain

Use AthenaHQ when

Review-site presence on AI-SEO category platforms is the selection criterion
Single-shot tracking is acceptable for the current measurement need
An existing AthenaHQ integration or workflow is already in place
You need engine bundles that include Grok or Microsoft Copilot today

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See if AI is recommending you. 5 engines flat, 3-pass on Agency.

Start with one free check across ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews. No account. About 3 minutes, emailed to you. Track weekly from $29/mo, with a 3-pass confidence band on Agency so the data is not single-shot noise.

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No account required to see results. No enterprise sales call.