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Convrgent AEO Competitive Compare Scanner
x402
Convrgent AEO Competitive Compare Scanner is a paid API for AI agents from scan.convrgent.ai, paid per call via x402, $3/call, status unknown (last checked 2026-09-15).
Scans your site and a competitor side-by-side for AI search visibility gaps (AEO/GEO), surfacing missing Schema.org, meta tags, llms.txt, robots.txt, and structured data signals with fix code to close the gap.
Price / call$3
Success—
StatusUnknown
How this service works
Competitive scanner for AI search visibility (AEO, GEO) and agent readiness — scans your site and a competitor side-by-side, surfaces exactly which JSON-LD Schema.org, meta tags, llms.txt signals, robots.txt directives, and structured data they have that you lack. Outputs overtake fix code to close the gap for ChatGPT, Perplexity, Google AI Overviews, and Bing Copilot.
Output
Returns a side-by-side competitive breakdown of AI search visibility signals: which JSON-LD Schema.org types, meta tags, llms.txt entries, robots.txt directives, and structured data the competitor has that your site lacks, along with ready-to-use fix code snippets to close each identified gap for ChatGPT, Perplexity, Google AI Overviews, and Bing Copilot.
Example use cases
Example prompt
“Can you run a side-by-side AEO and AI search visibility comparison between my site https://mycompany.com and my competitor https://rivalcompany.com, scanning up to 3 pages each, and show me exactly which Schema.org JSON-LD, llms.txt, and meta tag signals they have that I'm missing — plus the fix code to close the gap?”
Technical details
Endpoint
POSThttps://scan.convrgent.ai/api/aeo/compareWhen to prefer
Use this endpoint when you need a direct competitive comparison rather than a solo site audit — specifically when you want to know not just what your site is missing in absolute terms, but what a named competitor has that you don't, with actionable fix code targeting AI search engines like ChatGPT, Perplexity, and Google AI Overviews. Prefer this over the single-site scan endpoints when competitive gap analysis and overtake strategy is the goal.
Side effects
- Payment not provided or insufficient — returns x402 Payment Required with accepted asset details
- Invalid or unreachable URL — returns error indicating the target site could not be crawled
- maxPages out of range — returns validation error
- Competitor URL returns no indexable content — comparison may return empty gap analysis
- Network timeout on slow or large sites — partial results or timeout error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| inputrequired | object | |
| output | object |
Output
Schema · Response
{
"type": "json",
"example": {
"you": {
"url": "https://yoursite.com",
"aeoScore": 58,
"geoScore": 32,
"agentScore": 41
},
"gaps": [
{
"name": "Organization Schema",
"checkId": "org-schema",
"yourScore": 0,
"competitorScore": 100
}
],
"type": "comparison",
"product": "AEO",
"competitor": {
"url": "https://competitor.com",
"aeoScore": 87,
"geoScore": 71,
"agentScore": 68
},
"overtakeFixes": [
{
"type": "json-ld",
"priority": "critical",
"description": "Add Organization schema"
}
],
"categoryWinners": [
{
"winner": "competitor",
"category": "structured-data",
"yourScore": 65,
"competitorScore": 92
}
],
"projectedAfterFixes": {
"aeo": 82,
"geo": 58,
"agent": 55
}
}
}Tags
x402
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