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Citation Evidence Report

Brand: deepoceanstudio.com (our own brand, shown as the sample client)
Panel: 8 tracked buyer questions, v2 · Engine: ChatGPT web, model selector "Instant", one fresh chat per query
Method: browser-sampled, published protocol · Sampled: 2026-07-08 · Week 1 baseline of the engagement record · each answer kept as a dated capture, protocol repeatable on your own device

0 / 8

Named in 0 of 8 tracked answers this week. This report is failure-inclusive by design: the number ships whether it flatters the brand or not, which is what makes the wins credible when they come.

Every tracked question is below, with who the AI named instead and the source names the engine cited in that answer. Where the engine surfaced no source chips for an answer, the row says so.

The tracked panel, question by question

Tracked buyer question	Named?	Who the AI named instead (answer body)	Sources the engine cited
Best answer engine optimization (AEO) agency to get a brand cited by ChatGPT and Perplexity	NO	LoudFace, XQL Group, First Page Sage, Siege Media; platforms: Profound, HubSpot AEO, Semrush AI Visibility Toolkit, Peec AI, Otterly.ai	LoudFace, The European Business Review, ProCloser.ai, Visiby, Business Insider, cloro, LLM Pulse, TechRadar
Who can fix my brand being invisible in AI answers even though we rank well on Google?	NO	Profound, Goodie AI, Omniscient Digital	No source chips shown in the captured answer
AI visibility audit that shows which competitors ChatGPT recommends instead of my brand	NO	Profound, Goodie AI, Peec AI, Scrunch AI, Otterly.AI	No source chips shown in the captured answer
Agencies that offer a fixed price AEO install with a measurable citation guarantee	NO	Revlift, AEO Engine, UnFoldMart, AEO Agency USA. The answer itself called this offer shape "still a gap in the market"	AEO Engine (+1 more)
How do I make my website readable and citable by AI assistants, and who offers this as a done-for-you service?	NO	No vendor named in the captured answer body	Click Scale Agency (+2 more), Reddit (2 threads)
Best AI search optimization agencies 2026	NO	iPullRank, First Page Sage, Siege Media, Omniscient Digital, Optimist, NoGood	LoudFace (+2 more), arXiv, TechRadar (+2 more)
White label AEO or GEO delivery partner for marketing agencies	NO	Blobic, AEO Engine Partner Program, Nico Digital, AI GEO Insight Agency	Blobic, AEO Engine, Nico Digital, AEO GEO Agency, Reddit
How can my SEO agency add answer engine optimization services without hiring in house?	NO	No vendor named in the captured answer body	No source chips shown in the captured answer

Where the answers came from

Aggregated across the 8 answers, the engine cited vendor-owned content, press (Business Insider, TechRadar, The European Business Review), Reddit threads, and one academic source (arXiv). These are the sources named in the tracked answers this week, not a guaranteed route in: presence in the cited sources is the evidence-supported lever, and a demonstrated citation flip does not exist yet, ours included.

How to reproduce this

Engine: ChatGPT web, model selector "Instant", one fresh chat per query, on 2026-07-08. Ask any question from the panel in a new chat and read the named brands and the source chips the engine shows. AI answers vary between askings; the point of a fixed panel is the same questions every week, so a change in the number reflects the answers, not the questionnaire. The full protocol is published with the AI Citation Index.

Interventions this period

Week 1 is the baseline row: no interventions yet, clock not started. From week 2, every action taken for the brand is annotated here at row time, so movement on the panel can be read against what preceded it. No annotation, no credit claimed.

What your client is looking at. A fixed panel means the same questions every week, so a move in the number reflects the answers rather than a change in what we asked. Other things can move it too, model updates, retrieval changes, or normal run-to-run variation, so the protocol is published and each answer is kept as a dated capture the client can check against on their own phone. When the number moves, this report shows when and after what. When it does not, it says so, like this week.

SAMPLE DOCUMENT. The data above is real and unretouched: it is week 1 of Deep Ocean's own engagement #0 panel (2026-07-08), shown here because we publish our own number before anyone else's. In a client engagement this report ships monthly under your agency's brand, with your client's panel. Wholesale terms: deepoceanstudio.com/partners. Live public record of our own panel: the AI Citation Index.