AI Visibility Scorecard
FrictionList
getfrictionlist.com · Technology
Borderline visible. AI bots can crawl FrictionList, 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
#2,026,923 of 2,707,327 in Technology for AI visibility
4
AEO Visibility
iNear-invisible · 3.7/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
8
AI Adoption
iBasic · 8/100
About FrictionList
from our crawl and measurement
"Practical AI, automation and workflow improvement for small and midsize businesses." That is how AI Automation & Workflow Improvement for Small Business introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.7 out of 10.
Our crawl found structured data on the page (WebPage) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
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
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
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.
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 3.7/10, FrictionList is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What's taking longer than it should?
You don't need to diagnose it first. Tell us the annoying part.Talk to usFrictionListFind the friction. Fix what matters.© FrictionListAuditProjectsRight HandOngoing helpUse casesIndustriesGuidesHow we helpFAQPrivacyTerms
Is this your brand?
The exact fixes for FrictionList
Which AI engines already crawl you
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for FrictionList.
Source & Attribution
Scored by Engagemii on October 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/getfrictionlist
Cite this score: Engagemii (2026). "AEO Score for FrictionList." Retrieved from https://engagemii.com/aeo/brands/getfrictionlist
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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