AI Visibility Scorecard
Robyn Ochs
robynochs.com · Education
Somewhat visible. AI bots can read Robyn Ochs, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 8 times
Meta AI · Claude · Apple Intelligence · Perplexity
#14,389 of 937,746 in Education for AI visibility
75
AI Naming Predictability
iNamed occasionally · 75/100
Education average 14
Top 2% of Education
See what's behind this score →5
-
Network Authority
iNot connected yet
Education average 0.0
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
See what's behind this score →25
0
About Robyn Ochs
from our crawl and measurement
"They were among the first same-sex couples legally married in the U.S.She served for 12 years on the board of directors of MassEquality, Massachsuetts’s statewide LGBTQ+ advocacy." That is how Robyn Ochs introduces itself. Its AI visibility score is 5.2 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 (WebSite, LocalBusiness) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 8 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and Meta AI.
- Company ·
- Robyn Ochs
- Website ·
- robynochs.com
- Industry ·
- Education
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Oct 24, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Weak
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
Fair
Established authority for your domain.
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
Good
Social discussion and mentions.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 5.2/10, Robyn Ochs has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Robyn Ochs
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/robynochs
Cite this score: Engagemii (2026). "AEO Score for Robyn Ochs." Retrieved from https://engagemii.com/aeo/brands/robynochs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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