AI Visibility Scorecard
120K or Less
120korless.com · Nonprofits
Borderline visible. AI bots can crawl 120K or Less, 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 6 times
Meta AI · Claude · ShapBot · ChatGPT
#326,863 of 827,652 in Nonprofits for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About 120K or Less
from our crawl and measurement
120K or Less is a business whose own site puts it this way: "A national nonpartisan membership organization in formation, representing Americans earning $120,000 or less, roughly 9 in 10 U.S. wage earners." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (NGO, WebSite), an llms.txt file for AI models and a sitemap.
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
Fair
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
Strong
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
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 4/10, 120K or Less is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
You've been keeping America running. Who's been representing you?
They build our homes and teach our children. They protect our communities, drive our freight, serve in our military, and care for our families. And every year the math at their kitchen tables gets harder: the rent, the premium, the tuition, the groceries. 120K or Less was created on a simple conviction: the people who do the work deserve a seat at the table where the rules get written. Not a party. Not a faction.
Is this your brand?
The exact fixes for 120K or Less
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for 120K or Less.
Source & Attribution
Scored by Engagemii on September 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/120korless
Cite this score: Engagemii (2026). "AEO Score for 120K or Less." Retrieved from https://engagemii.com/aeo/brands/120korless
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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