Agent Visibility Score
64 / 100
Good crawlability, weak agent actionability.
Domain discovery control plane
Agentic SEO for your domain.
Instagrate.me shows what AI agents, crawlers, identity clients, security tools, and SaaS integrations are trying to discover, then helps you publish the machine-readable metadata they need.
Prototype scan uses sample data.No ranking guarantees.
instagrate.me scan example.com
Agent Visibility Score
64/100
Good crawlability, weak agent actionability.
/.well-known/mcp.json
missingAgents requested an MCP manifest 441 times, but no manifest exists.
/llms.txt
missingAI crawlers requested an LLM guidance file, but the domain does not publish one.
/.well-known/auth.md
missingAuth-policy discovery was requested, but no human-readable auth policy exists.
Machine discovery report
Your domain already speaks to machines.
The problem is that signals are scattered across DNS, HTTP headers, app code, static files, SaaS dashboards, crawler policies, and emerging agent conventions. When those signals are missing or wrong, agents guess.
Discovery Demand
36,373
Machine-discovery requests in the last 30 days.
Publish /llms.txt
high impactGive AI systems a concise guide to canonical docs, product pages, and usage policy.
Effort: low
Add an MCP manifest or explicit no-action policy
high impactClarify whether agents can discover tools, resources, or workflows for this domain.
Effort: medium
Fix OpenAPI content negotiation
high impactServe valid JSON with the correct content type so agents and API clients can parse it.
Effort: low
Generate machine-readable brand truth
medium impactPublish canonical product, pricing, support, security, and policy facts to reduce agent hallucination.
Effort: medium
Why agentic SEO is different
Search pages are not the same as agent capabilities.
Traditional SEO
Agentic SEO
Pages
Capabilities
Keywords
Canonical facts
Ranking
Trust and actionability
Crawlers
Agents and tool clients
SERP clicks
Answers, citations, and actions
Sitemap
Sitemap + llms.txt + .well-known + OpenAPI + MCP
Page analytics
Discovery analytics
What Instagrate.me manages
A governed discovery layer for the whole domain surface.
Scan what exists, see what machines are requesting, publish the right metadata, delegate specific endpoints to vendors, and monitor drift over time.
.well-known
Stop letting auth, federation, security, mobile app links, and agent discovery files drift across app code, static hosting, and vendor dashboards.
/.well-known/security.txt
/.well-known/openid-configuration
/.well-known/webfinger
/.well-known/change-password
/.well-known/assetlinks.json
/.well-known/apple-app-site-association
Agent discovery
Publish the surfaces agents need to understand, cite, and act on your domain.
/llms.txt
/llms-full.txt
/.well-known/mcp.json
/openapi.json
/ask
/mcp
Machine-readable brand truth
Reduce hallucinated business facts by publishing a canonical machine-readable profile.
Canonical company description
Product categories
Docs URL
Pricing URL
Support URL
Security contact
Integration delegation
Let trusted vendors manage specific discovery endpoints without giving them broad control over your origin.
Auth providers
Mobile app vendors
Security platforms
SaaS integrations
Customer-domain platforms
Agent platforms
Discovery analytics
See what machines think your domain might be capable of.
Requester identity
Missing paths
API probes
Policy drift
Stale metadata
Emerging standards
Discovery analytics
Discovery traffic is intentful.
A request to /.well-known/openid-configuration means someone thinks you may be an identity provider. A request to /.well-known/mcp.json means an agent is looking for tool metadata. A request to /llms.txt means an AI system wants guidance.
/docs
AI crawler / trend up
21,880
/pricing
AI crawler / trend up
9,202
/llms.txt
AI crawler / trend up
2,104
/.well-known/security.txt
security scanner / trend flat
1,944
/openapi.json
unknown automation / trend up
802
/.well-known/mcp.json
AI crawler / trend up
441
What agents see
Likely agent summary for example.com
Example.com appears to be a B2B SaaS company offering workflow automation tools.
company Identityhigh
product Categorymedium
pricinglow
api Availabilitylow
security Contacthigh
agent Actionslow
Likely hallucination risks
Pricing tier namesAPI availabilitySupported integrationsWhether commercial AI crawling is allowedWhether users can ask agents to perform account actions
Product modules
From scanner wedge to metadata operations.
15+ surfaces
Agent Visibility Scanner
Scores missing signals, conflicting facts, crawler access gaps, and agent actionability across the domain.
30d intent
Domain Discovery Analytics
Turns requests to llms.txt, OpenAPI, auth discovery, MCP hints, and policy files into operational intelligence.
edge served
Metadata Publisher
Publishes governed edge metadata with validation, content types, preview, cache policy, history, and rollback.
path scoped
Vendor Delegation
Lets an identity, security, mobile, or SaaS vendor manage only the endpoint it owns, under constraints.
Cloudflare integration
Why Cloudflare should own domain discovery
Cloudflare already terminates the request, hosts the DNS, manages TLS, classifies bots, routes traffic at the edge, and sells security, performance, and developer infrastructure. Domain discovery is the missing product layer between DNS and application code.
Cloudflare controls who gets in. Instagrate.me tells approved agents what they can understand and do.
Serve it at the edge.
Validate it continuously.
Delegate it safely.
Observe who uses it.
Connect it to bot, crawler, agent, and Access policy.
Feed Radar-style trend intelligence.
Market opportunity
Start with the wedge, expand into domain intelligence.
Do not promise ranking in AI answers. Promise legibility, correctness, governance, analytics, and actionability.
.well-known management
$10M-$50M
Useful, but likely expected as a bundled feature unless paired with analytics, delegation, and governance.
Domain metadata operations
$100M-$300M
Valuable to SaaS platforms, enterprises, security teams, identity teams, mobile teams, and developer platforms.
Agentic SEO and domain discovery intelligence
$300M-$1B+
If agents become a major web interface, businesses will pay to control how agents discover, cite, access, and act.
FAQ
Operationalizing what agents already probe.
Is this just .well-known hosting?
.well-known is the wedge. Instagrate.me manages the broader machine-readable domain surface: llms.txt, structured data, OpenAPI, MCP hints, crawler policy, brand facts, auth metadata, mobile app links, security contacts, and vendor delegation.
Is this AI SEO?
Yes, but not in the spammy sense. Instagrate.me does not promise ranking. It helps agents correctly discover, understand, cite, and act on your domain.
Why would Cloudflare care?
Cloudflare already operates DNS, TLS, routing, Workers, Bot Management, Access, analytics, and crawler-control products. Domain discovery is a natural product layer across those primitives.
Does this need a new standard?
No. The wedge is operationalizing existing and emerging conventions. A new manifest can come later after real-world usage data shows what is needed.
Ready for review