AI Visibility Scorecard
factor317
factor317.com · Technology
Borderline visible. AI bots can crawl factor317, 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 1 times
Claude
#2,072,460 of 2,705,907 in Technology for AI visibility
4
AEO Visibility
iNear-invisible · 3.6/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About factor317
from our crawl and measurement
"factor317 is an engineering collective building utilitarian, vetted, iteratively-improved applications for personal productivity." That is how factor317 Architectural excellence for personal productivity introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Our crawl found structured data on the page (Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 3.6/10, factor317 is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is being vetted next.?
Pocket Ranger A mobile-first utility for field use, focused on immediate situational awareness and lightweight data entry. Transcribe (working title) A specialized tool that bridges multimedia consumption and searchable, actionable intelligence. Name still being decided. Moleskintag A quiet, editorial note and document surface. Flat paper, hairline rules, type doing the work. Reads like a stack of pages, not an app.
Is this your brand?
The exact fixes for factor317
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 factor317.
Source & Attribution
Scored by Engagemii on August 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/factor317
Cite this score: Engagemii (2026). "AEO Score for factor317." Retrieved from https://engagemii.com/aeo/brands/factor317
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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