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AI Visibility Scorecard
The JIGSAW Collaborative
jigsawcollaborative.com · Education
Borderline visible. AI bots can crawl The JIGSAW Collaborative, 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 3 times
Apple Intelligence · Claude
#619,129 of 874,514 in Education for AI visibility
4
/10
AEO Score
About The JIGSAW Collaborative
from our crawl and measurement
The JIGSAW Collaborative describes itself simply: "I like to envision the whole world as a jigsaw puzzle…If you look at the whole picture, it is overwhelming and terrifying, but if you work on your little part of the jigsaw and know that." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 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.
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
4
Clear headings and answer-style content.
Entity Clarity
5
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
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
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 4/10, The JIGSAW Collaborative is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The JIGSAW Collaborative
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 The JIGSAW Collaborative.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jigsawcollaborative
Cite this score: Engagemii (2026). "AEO Score for The JIGSAW Collaborative." Retrieved from https://engagemii.com/aeo/brands/jigsawcollaborative
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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