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AI Visibility Scorecard
Community Not Commodity
communitynotcommodity.com · public policy
Somewhat visible. AI bots can read Community Not Commodity, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#250,752 of 2,810,206 in Technology for AI visibility
6
/10
AEO Score
About Community Not Commodity
from our crawl and measurement
Community Not Commodity describes itself simply: "Community Not Commodity advocates for land development policies that support Austin neighborhoods rather than the profits of developers." Its AI visibility score is 6.0 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clearly stated business identity and crawler access and the files AI engines look for. It is passable on some structured data, a workable page structure and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established and there is little discussion of it. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
2
Forum and community discussion.
0
No Reddit mentions 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 6/10, Community Not Commodity has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Community Not Commodity
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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/communitynotcommodity
Cite this score: Engagemii (2026). "AEO Score for Community Not Commodity." Retrieved from https://engagemii.com/aeo/brands/communitynotcommodity
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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