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Turn AI answers into your next customer.

See where your brand shows up, find the sources AI trusts,
and turn real buyer questions into your next published page.

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CueScout
The AI Insights Visibility surface: a headline reading of 58.3% visibility — named in 7 of 12 answers — with rank, GEO score, share of voice and cited share beside it, over a visibility trend, a standings table against Mixpanel, Amplitude, Heap and PostHog, the domains the engines read, and the page types they cite. Sample workspace data.
One workspace. From the first mention to your next published page.Take a look inside

From the questions buyers ask to the answers they find.

ChatGPTPerplexityGeminiGrokRedditHacker NewsQuoraSearch Console

See what AI says
about your brand.

Track the questions that matter. Know when you’re mentioned,
when you’re cited, and who gets recommended instead.

AI visibilitySample · 12 answers
58.3%Named in 7 of 12 answers
ChatGPTPerplexity

Your visibility. Across both engines.

Run your buying questions on ChatGPT and Perplexity. Track mentions, citations, and your position against competitors over time.

Explore visibility tracking
ChatGPTIllustrative answer
Best product analytics tool for a small team?

For a small team, consider Mixpanel for event analytics, Amplitude for deeper analysis, or PostHog for an open-source option.

MixpanelAmplitudePostHog
BrightMetric wasn’t mentioned.

Find out who gets your mention.

Read the actual answer your buyers see. Spot the brands AI recommends and the questions where your name is missing.

See the competitor mirror

AI search has a different shortlist.

You don’t have to rank first
to be the answer.

In one account, 58 of 96 AI-cited pages had no position in Google’s top 100 for the same question. CueScout shows you both sides.

Explore rank overlap
58/96

cited pages with no position in Google’s top 100

One account · August 2026 · Not a category benchmark

Go straight to
the source.

AI answers come from somewhere. See the exact pages behind them, whether they mention you, and what to do next.

Find the pages AI trusts

Trace citations to Reddit threads, review sites, competitor pages, and independent publishers.

Know which gaps you can act on

A missing review profile needs a different action from a question nobody has answered well.

Explore citation sources
Citation sourcesSample data
product analytics for small teams
SourceCitations
Redditr/analytics · product analytics toolsEarn it
6
G2Categories / product analyticsReview profile
5
Hacker NewsAsk HN · analytics for a small teamEarn it
4
MixpanelBlog / product analyticsCompetitor
3
You’re not in these sources.

Start with a page that answers the question.

Know what to publish next.
Then make it happen.

Turn recurring buyer questions into a writing plan.
Get a first draft, approve it, and publish it on your own site.

Writing plan
Buyer question

“What’s a simpler alternative to Mixpanel?”

Comparison pageReady for review

Mixpanel alternatives
for small teams

A practical comparison of setup, pricing, and the features a small team actually needs.

  • Who each tool is best for
  • Pricing and trade-offs
  • Questions buyers keep asking
HTMLMarkdownYou approve. You publish.

From buyer question to page draft.

Build a publishing plan from real demand. Review drafts in comparison, ranked-list, guide, and how-to formats, then export HTML or Markdown.

Explore the writing plan
AI readiness
brightmetric.com
AI crawlers allowed in robots.txtPass
Content readable without JavaScriptPass
llms.txt present and parseablePass
FAQPage schemaReview
Give your answers more structure.

Add FAQPage markup to pages that already answer real buyer questions.

Give AI a site it can read.

Check crawler access, schema, rendering, and llms.txt. See the evidence behind each issue and what needs fixing.

Check your site’s readiness

A plan that fits the work.

From $49/month. Configure your brands, prompts, and check cadence.

Find your plan

A few things worth asking.

Does this get me recommended by ChatGPT?

Nobody can promise that, and anyone who does is selling you an algorithm hack. CueScout finds the questions buyers ask, writes a first draft in the page format those engines already cite, and lets you approve and copy it into your CMS. After you publish, CueScout checks the engines again. Connect Search Console and it also reads the impressions, clicks, and positions your pages earned. You still decide what ships.

Is this against Reddit's rules?

CueScout never touches your Reddit account, because it doesn't need one. It reads public conversations the way any reader does, explains why each one matched, and shows you which questions keep coming back. Nothing is posted, drafted for posting, or automated. The answer you write goes on your own site.

What if my buyers aren't asking anything?

Then the scan says so. It shows exactly what ran (every query, every source count, every rejection) and reports no results instead of padding the inbox with weak matches. If that keeps happening, the Lead Quality report shows which keywords are underperforming so you can tune them.

Which sources do you support?

Reddit, Hacker News, and Quora today. We'd rather do a few sources with honest scoring than ten sources with noise.

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

Those are prompt trackers: you give them a set of questions, they tell you how often your brand appears in the answers. CueScout runs those checks too, then traces the cited pages, finds the buyer questions behind them, and drafts the next page for you. Once it is live, CueScout checks citations again and reads the search demand your Search Console property recorded. Plans start at $49/mo against a category average around $337/mo.

How is this different from keyword-alert tools?

Keyword alerts match strings and stop there. CueScout scores intent, explains why something matched, counts how often the same question comes back, and turns the repeats into page drafts you can approve and export. After publication it checks citations and search demand. When you mark results good or not relevant, future scans score sharper. Alert tools send you the same noise on week 50 that they sent on week 1.

See where
you stand.

Start with your website. Find the sources behind your category’s AI answers and see whether you’re in them.

Run your first check with

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One complete draft is included when you continue.

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The pages AI actually citesWho owns themWhether you’re in there