AI Visibility Scorecard
seedcollab.com · Education
At 2.7/10, Seed Collaborative is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Domain Trust and Entity Presence. That is fixable, and the signals below show where to start.
AI engines read this profile 5 times
Meta AI · Claude · Apple Intelligence · Perplexity
19
AI Naming Predictability
iRarely named · 19/100
Education average 14
Top 20% of Education
See what's behind this score →2.7
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
See what's behind this score →0
0
from our crawl and measurement
Seed Collaborative describes itself simply: "Seed Collaborative empowers organizations to advance belonging without othering. Co-create equity, justice, fairness, and opportunity through Co-Created Intelligence (CI) & Targeted." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.7 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have read this profile 5 times in our tracking, including Meta AI, ClaudeBot (Anthropic) and Applebot (Siri).
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.7/10, Seed Collaborative is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
How can Seed Support Your Work?
We can meet this moment together. Let’s transform culture, policy, and systems to create communities where everyone belongs. Start a Conversation Working toward a world where everyone belongs. +1 (323) 320-4888 Our Work Clients Services Programs Our Site Home Insights Contact Contact Us About Us © 2026 Seed Collaborative. Advancing belonging and equity through co-creation. Open in New Tab ↗ ×
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The exact fixes for Seed Collaborative
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ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/seedcollab
Cite this score: Engagemii (2026). "AEO Score for Seed Collaborative." Retrieved from https://engagemii.com/aeo/brands/seedcollab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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