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AI Visibility Scorecard
Build in Public with AI
buildinpublicwithai.substack.com · Education
Well-positioned for AI search. The breakdown below shows where Build in Public with AI is still leaving points on the table.
Monitoring for AI engine activity
In the Engagemii AEO index
#6,074 of 886,987 in Education for AI visibility
7.5
/10
AEO Score
About Build in Public with AI
from buildinpublicwithai.substack.com
Building Tuneity and indie products in public with AI, agentic workflows, and honest lessons from the trenches. Click to read Build in Public with AI, by Aneesh Gopalakrishnan, a Substack publication
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
8
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
10
Press and news coverage.
Community
10
Forum and community discussion.
Social Mentions
10
Social discussion and mentions.
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 7.5/10, Build in Public with AI has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Build in Public with AI
Which AI engines already crawl you
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on September 5, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/buildinpublicwithai-substack
Cite this score: Engagemii (2026). "AEO Score for Build in Public with AI." Retrieved from https://engagemii.com/aeo/brands/buildinpublicwithai-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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