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AI Visibility Scorecard
policylayer.com · Finance & Insurance
Somewhat visible. AI bots can read PolicyLayer, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Claude
#113,276 of 762,181 in Finance & Insurance for AI visibility
6
AEO Visibility
iBorderline · 5.5/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
12
AI Adoption
iBasic · 12/100
from our crawl and measurement
PolicyLayer is a business whose own site puts it this way: "PolicyLayer is the system of record for AI agent authority: it turns approved human decisions into reusable rules for every AI agent." Its AI visibility score is 5.5 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization), an llms.txt file for AI models and a readable heading structure. It is missing a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
4
Forum and community discussion.
Social Mentions
0
No social discussion found yet.
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.5/10, PolicyLayer has a working base to build on - fixable, and the signals above are where to start.
How is this different from system prompts?
A prompt asks your agents to behave. PolicyLayer enforces your rules so they can't misbehave. Every call is evaluated before execution.
What MCP servers does it work with?
Anything that speaks the MCP protocol — Stripe, GitHub, Postgres, AWS, Slack, Cloudflare, Sentry, Vercel, Linear, Notion — plus self-hosted and community servers. If your client can connect to it over MCP, you can route it through PolicyLayer.
Do I need to change my agent?
No. Your MCP client connects to a PolicyLayer URL with a grant token — issued per agent, person, environment, or workflow. Same tools. Same schemas.
How does PolicyLayer handle credentials?
PolicyLayer accepts static API keys or managed OAuth with full discovery, registration, and refresh. We store credentials AES-256-GCM encrypted at the column level, decrypted only on the path to the upstream MCP. Once saved, no one — including us — can read them back through the dashboard or API. They never appear in events, logs, or the tokens issued to clients. Your users and agents authenticate to PolicyLayer with their own scoped tokens, never the raw upstream credential.
Who is this for?
Teams whose AI clients — Claude Code, Cursor, Codex, custom agents — connect to several MCP servers, and who want per-person access, policy, and an audit trail without building gateway infrastructure themselves. Engineers set it up in minutes; engineering and security leaders get the control and the record.
How do I get started?
Sign up at app.policylayer.com, register your first upstream MCP server, define a policy, and point your AI client at the PolicyLayer gateway. Most teams have their first policy enforcing in under 10 minutes.
Is this your brand?
The exact fixes for PolicyLayer
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for PolicyLayer.
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/policylayer
Cite this score: Engagemii (2026). "AEO Score for PolicyLayer." Retrieved from https://engagemii.com/aeo/brands/policylayer
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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