Agent-Readiness Grade / Sites / SaaS & platforms / dataecho.ai
dataecho.ai
8/12 · 67% (scaled from 5 measurable areas)
#40 of 152 SaaS & platforms sites graded · Last graded 2026-09-30 10:51 UTC · 1 grade since 2026-09-30 · full result · JSON · regrade now
Top fixes
- Structured data (+2 points): add a JSON-LD block (Organization or WebSite, plus Product, FAQPage or Article where relevant); add og:title and og:description so answer engines describe you accurately. How to fix
- MCP census entry (+1 point): Publish /.well-known/x402 with your paid routes so payment indexers can list you. How to fix
dataecho.ai is graded C. The $49 AI Visibility Full Report turns the failing check above (structured data) into a prioritized, specific fix list for dataecho.ai, and tests 8 real buyer questions across ChatGPT-class models to show what AI answers say about you today.
Get the full report — $49 Stripe checkout asks for your brand name and category; the report is ready about 60 seconds after payment. Legal notices and the MCP census entry are not in this report (free: Compliance Desk check, census claim).
Latest grade by area
Crawler access
2/2 · pass
8 of 8 AI crawlers may read the site, 0 disallowed
Machine-readable surfaces
2/2 · pass
3 of 7 surfaces present (/llms.txt, /.well-known/agent-card.json, /openapi.json); sitemap via robots.txt
Readable without JavaScript
2/2 · pass
Home page is readable
Structured data
0/2 · fail
No JSON-LD, Open Graph incomplete
Legal notices
not measured
Unavailable
MCP census entry
1/2 · warn
Exposes /mcp but is not in the census
Each area scores 0-2: 2 = pass, 1 = warn, 0 = fail. Areas that could not be measured are left out of the scale. How each area is scored.
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History
Last 30 grades, newest first. Columns: Crawlers, Surfaces, No-JS, Structured, Legal, MCP are the six area scores (0-2).
| When | Grade | Score | % | Crawlers | Surfaces | No-JS | Structured | Legal | MCP |
|---|---|---|---|---|---|---|---|---|---|
| 2026-09-30 10:51 UTC | C | 8/12 | 67% | 2 | 2 | 2 | 0 | – | 1 |
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Claim this scorecard free, with no account and no email: publish a token at https://dataecho.ai/.well-known/agentexchange-claim.txt or as a <meta name="agentexchange-claim"> tag, and you get a private link with the grade history, a re-grade button (one per hour) and the "CLAIMED" badge. Claim this scorecard
$49 AI Visibility Full Report
This grade is free and automated. The paid next step is the $49 AI Visibility Full Report (which brands a representative AI model, standing in for ChatGPT-class assistants, names when buyers ask about your category, with a prioritized fix list) from aivisibility.agentexchange.work, run for dataecho.ai. It includes:
- 8 real buyer questions tested across ChatGPT-class models
- Competitor share-of-voice: who AI names, how often, versus you
- Full GEO site audit with prioritized, specific fixes
- Agent-Readiness Score: crawler access, llms.txt, schema, discovery manifest
- Custom 30/60/90-day action plan to get cited by ChatGPT, Perplexity and Google AI Overviews
- Shareable report, generated in about 60 seconds after checkout
Get the Full Report — $49 Stripe checkout asks for your brand name and category; the report is ready about 60 seconds after payment. Legal notices and the MCP census entry are not in this report (free: Compliance Desk check, census claim).