AI Visibility Scorecard
Civic Tech Field Guide
civictech.guide · Technology
Somewhat visible. AI bots can read Civic Tech Field Guide, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 9 times
Meta AI · Claude · Apple Intelligence · Perplexity
#44,206 of 2,704,277 in Technology for AI visibility
87
AI Naming Predictability
iAI names companies like this often · 87/100
Technology average 28
Top 2% of Technology
See what's behind this score →5.6
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →30
Muse Index Score
iAI agent readiness
Basic · 30/100
Technology average 17
See what's behind this score →4
About Civic Tech Field Guide
from our crawl and measurement
"The world’s largest collection of projects using tech for the common good." That is how Civic Tech Field Guide introduces itself. Its AI visibility score is 5.6 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 clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data. What holds it back is a clearly stated business identity and credibility markers like credentials or reviews.
Off the page, other sites link to it and AI engines recognise it as a distinct business. There is some, but not much, sign that the domain is only lightly established. Beyond that, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2016.
- Company ·
- Civic Tech Field Guide
- Website ·
- civictech.guide
- Industry ·
- Technology
- Location ·
- New York, New York
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 2, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
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
Strong
Recognized in AI knowledge graphs.
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 read your site and name it in answers. At 5.6/10, Civic Tech Field Guide has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Civic Tech Field Guide
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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.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Civic Tech Field Guide.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/civictech-guide
Cite this score: Engagemii (2026). "AEO Score for Civic Tech Field Guide." Retrieved from https://engagemii.com/aeo/brands/civictech-guide
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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