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AI Visibility Scorecard
Robin Riley, Nonprofit Executive, Community Organizer, and Open Source Strategist
bluesomewhere.dev · Nonprofits
Borderline visible. AI bots can crawl Robin Riley, Nonprofit Executive, Community Organizer, and Open Source Strategist, 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 1 times
Claude
#675,583 of 765,223 in Nonprofits for AI visibility
3.1
/10
AEO Score
About Robin Riley, Nonprofit Executive, Community Organizer, and Open Source Strategist
from bluesomewhere.dev
Home Talks Media Resume Blog Contact Robin Riley — Nonprofits, Technology, Civics, and Movements Booster for the commons and obligate organizer 🌱 Robin Riley is a nonprofit executive and community organizer based in Petaluma, California, specializing in open source, web technology, civics, and civil rights.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 3.1/10, Robin Riley, Nonprofit Executive, Community Organizer, and Open Source Strategist is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Robin Riley, Nonprofit Executive, Community Organizer, and Open Source Strategist
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bluesomewhere-dev
Cite this score: Engagemii (2026). "AEO Score for Robin Riley, Nonprofit Executive, Community Organizer, and Open Source Strategist." Retrieved from https://engagemii.com/aeo/brands/bluesomewhere-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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