AI Visibility Scorecard
OSF · Open Source Filings — verifiable public data, priced for agents
osf-master-server.com · E-commerce
Borderline visible. AI bots can crawl OSF · Open Source Filings — verifiable public data, priced for agents, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 5 times
Meta AI · Claude · Apple Intelligence
#426,540 of 736,922 in E-commerce for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
4
AI Adoption
iBasic · 4/100
About OSF · Open Source Filings — verifiable public data, priced for agents
from osf-master-server.com
OSF is a live marketplace of provenance stamped public domain government and scientific data, built for autonomous agents that pay per record over x402 micropayments on Base. A paid MCP server in the
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
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 4.3/10, OSF · Open Source Filings — verifiable public data, priced for agents is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Building an agent that needs facts it can cite?
Point it at OSF. It can discover the catalog, quote a price, pay, and verify, all without a human in the loop.
Is this your brand?
The exact fixes for OSF · Open Source Filings — verifiable public data, priced for agents
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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 OSF · Open Source Filings — verifiable public data, priced for agents.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/osf-master-server
Cite this score: Engagemii (2026). "AEO Score for OSF · Open Source Filings — verifiable public data, priced for agents." Retrieved from https://engagemii.com/aeo/brands/osf-master-server
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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