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AI Visibility Scorecard
Bits of GoodBits of Good
bitsofgood.org · Nonprofits
Somewhat visible. AI bots can read Bits of GoodBits of Good, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#205,435 of 751,480 in Nonprofits for AI visibility
5.3
/10
AEO Score
About Bits of GoodBits of Good
from our crawl and measurement
Bits of GoodBits of Good describes itself simply: "GT Bits of Good is a student organization at Georgia Tech dedicated to connecting computer science students with nonprofits to advance their social missions." Its AI visibility score is 5.3 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
4
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
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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
4
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
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 5.3/10, Bits of GoodBits of Good has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Bits of GoodBits of Good
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bitsofgood-org
Cite this score: Engagemii (2026). "AEO Score for Bits of GoodBits of Good." Retrieved from https://engagemii.com/aeo/brands/bitsofgood-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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