Quoted Audit your product →

For people who ship

How does AI talk about your brand?

An AEO audit of your product across 6 AI engines — ChatGPT, Perplexity, Gemini, Grok, AI Mode, and AI Overviews. Free preview in ~3 minutes. Real consumer-UI data, not API estimates.

No signup. No credit card. Pay $10 only if you want the full audit.

How AEO audits work

  1. Enter your product name and website.
  2. Quoted auto-generates 30 questions your customers might ask AI engines about products like yours, based on your positioning and your competitors' positioning.
  3. We run each question through 6 AI engines in parallel and analyze the answers: did they mention your product? Your competitors? What sentiment? What sources did they cite?

AI engines we audit

All six engines audited through their real consumer interfaces (chatgpt.com, perplexity.ai, gemini.google.com, grok.com, google.com). Not API approximations.

Claude isn't in the $10 audit. Anthropic actively blocks scraping commercial tools, and we won't substitute API responses and call them "what Claude says" — they're different surfaces. Claude tracking is on the roadmap for a future paid tier with full disclosure of methodology.

Real consumer UI data, not API approximations

Most AEO tools have a problem: they query AI engines through their public APIs (OpenAI API, Anthropic API, Google API), then sell you the results as "what ChatGPT says about your product".

Those APIs return different answers than what your customers actually see when they open chatgpt.com or perplexity.ai. Different system prompts, different model versions, different retrieval pipelines. When we ran the same prompts through OpenAI's API and through scraped ChatGPT.com, the top brands surfaced were almost completely disjoint — three times out of four, what the API told you wasn't what the user was actually seeing.

Quoted scrapes the real consumer interfaces. When we say "ChatGPT mentioned your product", we mean someone typing your prompt into chatgpt.com would actually see that mention.

How:

  • Six dedicated scrapers via Bright Data, one per engine — the same consumer-UI surfaces your customers see.
  • Each response parsed by a structured-output classifier that extracts brand mentions, sentiment, competitor mentions, and source citations.
  • Running real consumer-UI scrapers costs us real money per audit. We don't shortcut through cheaper LLM APIs.
  • No API approximations.

What you get

FAQ

What is AEO?

AEO (Answer Engine Optimization) is the practice of making your brand visible in AI-generated answers from engines like ChatGPT, Perplexity, Gemini, Grok, and Google AI Mode. Unlike traditional SEO, which optimizes for link rankings, AEO optimizes for being cited in synthesized answers.

How is AEO different from SEO?

SEO targets Google's link-based search results — if you rank #1, users see your link and click. AEO targets AI engines' synthesized answers — if you're cited, your brand appears in the answer; if not, the user never knows you exist for that query. There's no "scroll to position 20" in AI answers.

Which AI engines does Quoted audit?

Six: ChatGPT, Perplexity, Gemini, Grok, Google AI Mode, and Google AI Overviews. Claude is not included in the $10 audit because Anthropic blocks scraping commercial tools, and we won't substitute API responses.

How long does an audit take?

~3 minutes from start to results in the typical case.

Is the free preview really free?

Yes. Enter your brand → run 5 prompts × 6 engines → see 30 AI responses, no credit card, no email required. Pay $10 only if you want the full 30-prompt audit plus recommendations.

How is Quoted different from Profound, Otterly, or Peec?

Quoted: 6 engines, $10 one-time. Profound Starter: 1 engine (ChatGPT), $99/mo. Otterly: 1-3 engines, $29-$489/mo. Peec: 4 engines, €90-€499/mo. Quoted doesn't track Claude (Profound and Peec do on higher tiers — see /vs/profound for the full comparison).

How do you collect data — API or real scraping?

Real consumer UI scraping via Bright Data, not API approximations. When we tested side-by-side, the top brands surfaced through APIs were almost completely disjoint from what users actually see in chatgpt.com. We don't substitute one for the other.

Can I run audits weekly or monthly?

Not yet. $10 is a one-shot audit. Weekly tracking, alerts, and continuous monitoring are on the roadmap. Sign up at the bottom of this page to get notified.

What about Claude?

Not in the $10 audit. Anthropic actively blocks scraping commercial tools, and we won't substitute API responses and call them "what Claude says" — different surfaces, different answers. Claude tracking is on the roadmap for a future paid tier with full methodology disclosure.

Do you sell or share my data?

No. Audit data is yours. We show featured audits on the homepage only for brands we've pre-arranged with (currently Linear, Cursor, Posthog as demos). Your audit is private by default.

Can I delete my audit?

Yes. Email us with your audit slug or account email and we delete the report plus all associated generations within 48h. Stripe payment records are retained per US tax requirements.

Can I run audits for clients?

Yes. $10 per brand, no seat fees. Many agencies and consultants use Quoted as a pre-sales discovery tool — run an audit on a prospect, show them where they're cited (and where they're not), then pitch your services around the gaps.

What if my audit shows I'm already cited well?

Then you have your AEO baseline documented. Re-run quarterly to catch drift — AI engines update their training data and retrieval regularly, and visibility that holds today can disappear next model cycle. The audit is also a useful artifact for fundraising ("here's our AI-search visibility, here's how it compares").

See how AI engines cite your product — free preview

No signup. No credit card. Pay $10 only if you want the full audit.