#419,079 OF 522,647 IN PROFESSIONAL SERVICES
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AI Visibility Scorecard
Assistant Factory
assistantfactory.io · Professional Services
Borderline visible. AI bots can crawl Assistant Factory, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#419,079 of 522,647 in Professional Services for AI visibility
3
AEO Visibility
iNear-invisible · 3.4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Assistant Factory
from our crawl and measurement
Assistant Factory Theory of Mind describes itself simply: "AF Assistant Factory Why this The three models What it unlocks The line One turn Assistant Factory · The Thesis Most agents read your message." When AI engines look at it, they find little to work with. It scores 3.4 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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
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 3.4/10, Assistant Factory is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why another agent framework?
Motivation Twenty SDKs are competing on the same axis: faster tool calls, longer context, fancier reflection loops. They are all variations of the same loop. Read input. Pick a tool. Run. Repeat. That loop has a ceiling. It can't tell when it's wrong, because it has no model of what "right" would look like. Every turn is a guess in a vacuum.
If your agent doesn't have a model of you, who does it think it's helping?
Long-form discussion lives at morethanoneturn.com. © Soleda Inc · 2026
Is this your brand?
The exact fixes for Assistant Factory
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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.
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Source & Attribution
Scored by Engagemii on September 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/assistantfactory-io
Cite this score: Engagemii (2026). "AEO Score for Assistant Factory." Retrieved from https://engagemii.com/aeo/brands/assistantfactory-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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