0/100
min 0avg 3-max 9
AISO SCAN · agent readiness· SCANNED 50D AGO
vercel.com
How AI sees it: invisible · preview · 4 critical issues blocking AI agents.
AISO SCORE0/100Invisible4 critical
0/100
invisible
$0
$0/yr-recoverable
14
4 H3 M7 L
6
2 pass-4 fail
Provider citation crawl rows were not captured for this scan. AISO is showing the real stored TOOLBOX signals across the enabled scanner modules instead of inventing AI-engine counts.
Top findings - fix first
What to fix first.
2 linked URL(s) in llms.txt return non-200
AISO fixFix or remove broken links in llms.txt — crawlers will mistrust the file if samples 404.
llmstxtimpact not pricedmanual
5 AI crawlers blocked: ChatGPT-User, OAI-SearchBot, ClaudeBot, PerplexityBot, Google-Extended
AISO fixAllowlist these UAs at your CDN (Cloudflare WAF rules / Akamai Bot Manager / fastly). Cloudflare's 'Verified Bots' toggle covers most of these but ChatGPT-User and PerplexityBot frequently need explicit rules. Check robots.txt too.
crawler_block_auditimpact not pricedmanual
No valid Organization JSON-LD
AISO fixAdd <script type='application/ld+json'> with @type:Organization including name, url, logo, and sameAs (≥3 social profiles).
schemaimpact not pricedagent fix
WebMCP manifest is not valid JSON
AISO fixValidate the response from your manifest URL. The body must parse as JSON. Re-serve with `Content-Type: application/json`.
webmcp_readiness
Agent extraction - what agents can read
vercel.com is 0% grounded.
Deterministic extraction from stored page context: identity, offers, actions, files, trust, and evidence.
No grounded description found.
No structured offer or price evidence found.
No booking, buying, contact, quote, or API path found.
No llms.txt, agents.json, mcp.json, x402.json, profile.json, or offers.json found.
Fix nextidentityoffersactionsagent filestrustgrounding
Recommended repairscriticalAdd a clear identity summary criticalPublish structured offers or pricing criticalAdd booking, contact, buy, or quote paths importantPublish agent discovery files
Agents need a stable name, category, and short description before they can explain the page.
Agents cannot recommend, compare, or transact without a grounded offer or price.
Agents need explicit next actions instead of guessing how to engage.
Files such as llms.txt, agents.json, mcp.json, profile.json, and offers.json make the site directly readable.
Copy-ready agent files
Paste these into the public agent files your site is missing, then rescan.
# vercel.com
> Public profile for agent-readable discovery.
Canonical: https://vercel.com/
Agent-readable schema: aios.agent_readable.v1
## Offers
- Add structured offers.
## Actions
- Add book, buy, quote, contact, or API actions.Signal matrix - all checks
43 checks, 3 systems.
Every check rolls up into covered, not captured, or planned-only. Click-through rows below stay tied to stored signals only.
Pre-flight - agent readiness
Can agents use this business?
Agent readiness is discovery, metadata, proof, offers, actions, protocols, and safe access together.
- robots.txt is reachable
- GPTBot access
- ChatGPT-User access
- ClaudeBot access
- PerplexityBot access
- Google-Extended access
- clear entity name
- clear category
- clear offer
- pricing path
- agent-readable profile
- structured services and offers
- MCP endpoint exists
- MCP tools/list works
- MCP resources/list works
Recovery plan - five steps
Fix first.
Sequential. Most of it auto-generates when you install Agent Link; the scanner verifies the result on the next pass.
- profile.json
- llms.txt
- agents.json
- public profile
- AI-readable summary
- offers.json
- booking actions
- contact actions
- CTA routes
- action metadata
- reviews
- citations
- testimonials
- credentials
- authority links
- robots guidance
- sitemap
- schema
- OpenAPI
- MCP-ready surfaces
- weekly scans
- engine checks
- citation tracking
- agent reads
- score history
Today
Built for humans.
- No WebMCP access signal detected
- No x402 payment support detected
- 2 linked URL(s) in llms.txt return non-200
- WebMCP manifest is not valid JSON
Unlock the full scan, PDF, and repair prompt for $19.
The preview above stays visible. The detailed scanner rows, provider evidence, PDF export, and long copy-paste repair prompt are behind a one-time Stripe checkout. Referral attribution is preserved through the signed AISO referral cookie when present.
43 scanner checks, 6 stored signals, 14 findings.
- Scanner modules3 modules - 0/43 covered - 0 planned-only
- Retrieval scanPaid provider citation crawl not stored - no fake cited-source count
- Trust stackFive layers, weakest first - per-layer score and weak-signal drilldown
- Dimensions grid6 weighted signals - per-dimension score, weight, and status
- Findings14 total - 4 critical - 3 medium - severity, dimension, monthly impact, and fix path
- Repair promptCopy-paste prompt in four variants (full, dev, content, schema) - PDF export
The detail rows, provider evidence, repair prompt and PDF export are behind a one-time unlock. The preview cards above stay visible.