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AI Visibility Scorecard
Autism Love and Science
Somewhat visible. AI bots can read Autism Love and Science, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
ChatGPT
6.7
/10
AEO Score
About Autism Love and Science
from our crawl and measurement
Autism Love and Science describes itself simply: "Autism epidemiology for everyone. Seeking to make a real difference in autism. By Alexander MacInnis. Extensive personal experience with what is now called severe or profound autism. M.S." As far as answer engines are concerned it may as well not exist yet: 1.6 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
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
4
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
1
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
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 6.7/10, Autism Love and Science has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Autism Love and Science
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/autismloveandscience-substack
Cite this score: Engagemii (2026). "AEO Score for Autism Love and Science." Retrieved from https://engagemii.com/aeo/brands/autismloveandscience-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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