AI Visibility Scorecard
use-cases.org - Matthew Tippett's Blog
use-cases.org · Media & Entertainment
Somewhat visible. AI bots can read use-cases.org - Matthew Tippett's Blog, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
Meta AI · Claude · Amazon Alexa
#148,844 of 1,966,627 in Media & Entertainment for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
4
AI Adoption
iBasic · 4/100
About use-cases.org - Matthew Tippett's Blog
from our crawl and measurement
use-cases.org works in Technology. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places and missing in others.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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
Fair
Forum and community discussion.
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 5.9/10, use-cases.org - Matthew Tippett's Blog has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What doesn’t belong in diffs?
I’ll get a bit controversial here. This is my starting point, but the community around the codebase will have their own norms. Design Review in Code Review The later changes occur in development (requirements, design, code, deployment, production) the higher cost to make the change. Sunk cost is a real killer. when designs are considered late in the cycle, code may land to avoid rework.
Is this your brand?
The exact fixes for use-cases.org - Matthew Tippett's Blog
Which AI engines already crawl you
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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.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/use-cases-org
Cite this score: Engagemii (2026). "AEO Score for use-cases.org - Matthew Tippett's Blog." Retrieved from https://engagemii.com/aeo/brands/use-cases-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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