AI Visibility Scorecard
Letter to VP Harris From Leaders Directly Impacted by Mass Incarceration
commit2reform.com · Media & Entertainment
Borderline visible. AI bots can crawl Letter to VP Harris From Leaders Directly Impacted by Mass Incarceration, 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 2 times
Claude
#1,648,405 of 1,966,627 in Media & Entertainment for AI visibility
3
AEO Visibility
iNear-invisible · 3.4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Letter to VP Harris From Leaders Directly Impacted by Mass Incarceration
from commit2reform.com
Letter to Vice President Harris, Candidate for President, from Leaders Impacted by Mass Incarceration and Criminalization Vice President Harris, We are leaders in the movement to reform our criminal justice system and remedy the harms of mass incarceration.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
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 3.4/10, Letter to VP Harris From Leaders Directly Impacted by Mass Incarceration is crawlable but under-signaled - fixable, and the signals above are where to start.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/commit2reform
Cite this score: Engagemii (2026). "AEO Score for Letter to VP Harris From Leaders Directly Impacted by Mass Incarceration." Retrieved from https://engagemii.com/aeo/brands/commit2reform
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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