Citeon finds the prompts where AI cites your competitors instead of you, and writes the content to win the spot back.
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.
Find the gap
The prompts where a competitor is cited and you are not.
Get the exact fix
A brief, a draft, schema and llms.txt, written for that prompt.
Publish and win the spot
Ship it, then watch the next scan pick up the change.
Does AI know your business?
We ask live AI search engines about your site, check what they can read when they visit, and email you what came back. Free, and there is nothing to sign up for.
Or start with why
Plain answers to the questions people ask once they notice AI is recommending someone else.
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 cited and you aren't, and ranks each gap by traffic potential and intent. For every gap, it shows the source the engine cited, why it ranked, and the exact content needed to take the slot.
- Prompt-level citation tracking, scored per engine
- Ranked gaps by search volume, intent and competitor strength
- Why the cited source won (structure, schema, freshness, authority)
- Content brief, schema and llms.txt block to close each gap
- Alerts when a competitor overtakes you on a tracked prompt
What a single gap looks like.
One row from the Gap Engine, expanded. This is the actual output you act on.
- HubSpot#1
- Pipedrive#2
- Attio#3
- Your businessnot cited
- Dedicated "CRM for startups" landing page
- FAQ schema with the exact prompt as a question
- Cited by G2 and TechCrunch in the same context
- Comparison page: you vs HubSpot for seed-stage teams
- FAQPage + Product schema with startup-specific Q&A
- llms.txt entry summarising pricing and use case
Three steps from signup to fixes.
Add your domain and competitors
Enter your site, up to 20 competitors, and the prompts your customers actually ask. Takes about 5 minutes.
Citeon scans the AI engines
We send your category's prompts to ChatGPT, Perplexity, Gemini and Claude, then parse every response for citations, position and sentiment.
Get the gaps and the fixes
Each gap comes with the winning competitor, the source they cited, and a content brief, schema or llms.txt block to close it.
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.
- 01
Prompt scans
Your category's prompts are sent to every tracked AI engine on a schedule. Each response is stored with timestamp, engine and market.
- 02
Citation parsing
Each response is parsed for business mentions, position, sentiment and the URLs the engine cited as its source.
- 03
AEO scoring
Prompt-level data is rolled up into a AEO Visibility Index per engine, weighted by citation rate, position and sentiment.
- 04
Fix generation
For each gap, Citeon drafts the page brief, schema block and llms.txt entry matching the structure the cited competitor used.
Your competitors are already
getting cited. See where.
Tell us your domain and we'll be in touch when there's a place for you.
Private beta · Cancel anytime