AI Visibility Scorecard
Scott Field Project
scottfieldproject.com · Nonprofits
At 2.09/10, Scott Field Project is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are AI Discoverability, Domain Trust and News Mentions. That is fixable, and the signals below show where to start.
AI engines read this profile 6 times
Apple Intelligence · Claude · Meta AI · Parallel
7
AI Naming Predictability
iRarely named · 7/100
Nonprofits average 9
Top 29% of Nonprofits
See what's behind this score →2.09
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Nonprofits average 2. Claim your page and Engagemii is your first.
See what's behind this score →30
Muse Index Score
iAI agent readiness
Basic · 30/100
Nonprofits average 14
See what's behind this score →0
About Scott Field Project
from our crawl and measurement
"Alongside multiple community members, CKR parents and coaches, the idea of the Scott Field Project was proposed to the Coatesville Area School District (CASD) school board." That is how Scott Field Project introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.09 out of 10.
On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity and crawler access and the files AI engines look for. It is passable on some structured data. What holds it back is credibility markers like credentials or reviews and sitemaps and entity links AI can follow.
Away from its own site, other sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have read this profile 6 times in our tracking, including Applebot (Siri), ClaudeBot (Anthropic) and Meta AI. The site links to no social profiles, so there is nothing tying the brand to a wider presence. The business dates to 2017.
- Company ·
- Scott Field Project
- Website ·
- scottfieldproject.com
- Industry ·
- Nonprofits
- Location ·
- Coatesville, PA
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Nov 9, 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
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Fair
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 2.09/10, Scott Field Project is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Scott Field Project.
Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/scottfieldproject
Cite this score: Engagemii (2026). "AEO Score for Scott Field Project." Retrieved from https://engagemii.com/aeo/brands/scottfieldproject
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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