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AI Visibility Scorecard
Good in Progress
goodinprogress.com · Media & Entertainment
Borderline visible. AI bots can crawl Good in Progress, 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 4 times
Meta AI · Claude
#991,897 of 1,905,987 in Media & Entertainment for AI visibility
4.6
/10
AEO Score
About Good in Progress
from our crawl and measurement
Good in Progress describes itself simply: "True stories of ordinary people using AI to change what they care about: AI for good, told through the person, in their own words." When AI engines look at it, they find little to work with. It scores 4.6 out of 10.
Under the hood there is crawler access and the files AI engines look for and a clear heading structure and a clearly stated business identity, but the score is capped by what is missing: credibility markers like credentials or reviews.
Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find. The wider web has little to say about it yet: 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. Those signals cannot be fixed on the page, they have 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
7
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
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 4.6/10, Good in Progress is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Good in Progress
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 Good in Progress.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/goodinprogress
Cite this score: Engagemii (2026). "AEO Score for Good in Progress." Retrieved from https://engagemii.com/aeo/brands/goodinprogress
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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