#1,625,664 OF 2,699,841 IN TECHNOLOGY
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AI Visibility Scorecard
aisoulmap.com · Technology
Borderline visible. AI bots can crawl AI Soul Map, 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.
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In the Engagemii AEO index
#1,625,664 of 2,699,841 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
12
AI Adoption
iBasic · 12/100
from our crawl and measurement
AI Product Comparison Guide by Need and Evidence describes itself simply: "Human-reviewed AI product profiles and evidence-led recommendations." When AI engines look at it, they find little to work with. It scores 4.3 out of 10.
Our crawl found structured data on the page (WebSite, Organization, WebPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
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.
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 4.3/10, AI Soul Map is crawlable but under-signaled - fixable, and the signals above are where to start.
What are you looking for?
01Someone to talk to02A companion who remembers03Understand myself04A deeper conversation05A romantic connection06A voice that feels present“I want a calm, everyday conversation.”Look for a natural conversational rhythm, emotional awareness and low-pressure check-ins.CotomoFit 88Main limitationSome voices and story modes are sold through coin-based in-app purchases.PiFit 88Main limitationPositioned as a general.
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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.
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Scored by Engagemii on September 19, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/aisoulmap
Cite this score: Engagemii (2026). "AEO Score for AI Soul Map." Retrieved from https://engagemii.com/aeo/brands/aisoulmap
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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