Show HN: See whether ChatGPT recommends your business (and who it names instead)

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Find out if ChatGPT recommends your business.

Get your free AI report. See what ChatGPT, Gemini, Perplexity and Google's AI Overviews say when a customer asks for a business like yours, and who they name instead.

Watch the 1-minute film

Monitor to fix

Most AEO tools show the problem. Citeon ships the fix.

Most tools tell you what's wrong and stop there. Monitoring alone is not enough. Citeon generates the content, schema and llms.txt to fix what it finds, ready to publish without leaving the platform.

The prompts where a competitor is cited and you are not.

A brief, a draft, schema and llms.txt, written for that prompt.

Ship it, and the next scan shows what changed.

The real product, running on an example business.

Every week Citeon asks the AI engines the questions your customers ask, and keeps every answer. You see who was recommended, in what order, and whether you were.

ChatGPT Perplexity Gemini

"best family lawyer in Melbourne"

Your AEO score and how often each engine names you, tracked over time, so you can see what moved it.

W1W2W3W4W5W6W7W8

Named in answers, by engine

ChatGPT0%

Perplexity0%

Gemini0%

Google AI Overviews0%

Content gaps

Turn a missed question into a page.

Citeon finds the questions where rivals get named and you don't, then drafts the page that answers it, ready for you to edit and publish.

Draft a page

"affordable divorce lawyer Melbourne"

Missed on 2 engines · Harbour Legal named instead

Medium

Content Studio draft0 words

No em dashes, no made-up stats Ready to publish

Does AI know your business?

We ask ChatGPT, Perplexity, Google and Gemini who they recommend for what you do, and show you exactly what they said, in about a minute. Free, and no account needed.

Or start with why

Plain answers to the questions people ask once they notice AI is recommending someone else.

Why doesn't ChatGPT know my business?

Are AI crawlers blocked on your site?

How do you appear in Google AI Overviews?

Want the full picture?

One report on what ChatGPT, Gemini, Perplexity and Claude say about your business, who they recommend instead, and your top 5 fixes. Ready in about 5 minutes. US$49 one-off, no subscription.

AI Gap Engine.Every prompt they win. Ranked.

The Gap Engine runs your category's prompts across every AI engine, flags the ones where a competitor is named and you aren't, and ranks each gap by how many engines miss you and how many competitors they name instead. Every gap goes straight to Content Studio, which drafts the page to take the slot.

Prompt-level citation tracking, scored per engine

Gaps ranked by how many engines miss you

The competitors each engine named instead

A draft written to close each gap, plus schema and llms.txt

Alerts when a competitor overtakes you

Get the Gap Engine

Top gaps this weekexample

"best CRM for early-stage startups"

Cited on ChatGPT · winner HubSpotHigh

"alternatives to Notion for teams"

Cited on Perplexity · winner ClickUpHigh

"top AI writing tools for SEO"

Cited on Gemini · winner JasperMedium

"most affordable product analytics tool"

Cited on Claude · winner PlausibleMedium

How Citeon works

Three steps from signup to fixes.

01

Add your domain and competitors

Enter your site, your competitors (2 to 20, depending on plan), and the questions your customers actually ask. Takes about 2 minutes.

We send your category's prompts to ChatGPT, Perplexity, Gemini and Claude, then parse every response for citations, position and sentiment.

Each gap shows the question, the engines that missed you and the competitors they named instead, with a one-click draft to win it back.

Methodology

How a score actually gets calculated.

Every number in Citeon traces back to a stored prompt, an engine response, and a parsed citation. No black box.

Your category's prompts are sent to every tracked AI engine on a schedule. Each response is stored in full, with the engine and the time it was asked.

Each answer is read for whether you are named, where in the answer, the tone, and which competitors appear alongside you.

Every answer is rolled up into an AEO score, overall and per engine, based on how often you are named, how high and how positively.

For each gap, Content Studio drafts a page built to be cited, and the schema and llms.txt generators write the markup for your site.

Every plan scans automatically each week, and you can run a scan whenever you like. Cancel any time in Settings.

Start with a 7-day free trial. Cancel any time before it ends and you pay nothing.

The AEO intelligence platform for AI era businesses.

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