How is WhyIQ AI Radar different from AthenaHQ?

AthenaHQ queries each tracked prompt once per cycle against each AI engine and presents that single result as the citation reading for that period. AI engine responses are probabilistic, so single-shot tracking presents noise as signal. 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. The 3-pass count is the design choice that distinguishes AI Radar from every funded competitor in the category, AthenaHQ included.

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 10 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 across 5 client domains, with 3 passes weekly and the confidence band. Additional Agency client domains are $35 each. AthenaHQ's pricing is gated behind contact-sales for the higher tiers, with a self-serve floor tier that varies by engine bundle. The flat $29 starting point with all 5 engines included is the AI Radar pricing wedge.

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 10 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.

3-pass confidence band vs single-shot queries

AthenaHQ runs single-shot citation queries. AI Radar runs 3 passes and averages.

AthenaHQ queries each prompt once per cycle and reports that snapshot as the citation reading. AI engine responses are probabilistic, so single-shot tracking presents noise as signal, 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 2026-06-01

Run my free AI citation check

8 prompts × 5 engines. No account. About 10 minutes. Emailed to you.

	AthenaHQ	WhyIQ AI Radar
Floor price	Contact for pricing	$29 per month
Engines at floor	Bundle varies	5 engines flat
Per-engine add-ons	Tier-gated	None, all 5 included
Prompts at floor	Tier-dependent	30 prompts weekly
Multi-pass confidence	Single-shot per prompt	3-pass band on Agency
Refresh cadence	Weekly	Weekly
Free trial	Limited	Free check, no account, about 10 min
Page-level attribution	Domain-level	Per-prompt target page match
Onboarding	Sales-assisted	Self-serve, instant
Time to first data	Setup-dependent	About 10 minutes, emailed to you

What WhyIQ AI Radar replaces

The parts of AthenaHQ that produce noisy, gated, or domain-shallow data

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 queries each tracked prompt once per cycle and reports that snapshot as the citation reading. 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.

Contact-sales gating at higher tiers

AthenaHQ's pricing is gated behind sales conversations for the bundles most teams want. AI Radar publishes both paid tiers ($29 SMB, $149 Agency + $35/extra-domain) on the pricing page. Self-serve checkout, no enterprise call, no 1-3 week onboarding window before you see data.

Domain-level citation reporting

When an engine cites your domain, AthenaHQ surfaces the cite at the domain level. 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.

Per-engine engine count uncertainty

AthenaHQ's engine coverage varies by tier and bundle. 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 self-serve onboarding, not a sales call and a 1-3 week setup window
You run an agency with 1 to 10 client domains and want flat $35-each scaling past the included 5
You already use WhyIQ 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 10 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.

Run my free AI citation check

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