#56,389 OF 2,701,012 IN TECHNOLOGY
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AI Visibility Scorecard
Frictionless Data
frictionlessdata.io · Technology
Somewhat visible. AI bots can read Frictionless Data, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
Claude · Amazon Alexa · ChatGPT · Apple Intelligence
#56,389 of 2,701,012 in Technology for AI visibility
7
AEO Visibility
iVisible · 6.7/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Frictionless Data
from our crawl and measurement
Frictionless Data is a business whose own site puts it this way: "Quick to understand, quick to use.Incrementally Adoptable Start with just what you need, scale as you grow.Progressive Enhance, rather than replace, your existing tools and workflows." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.7 out of 10, readable in places and missing in others.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 5 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and AmazonBot (Alexa AI).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Weak
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
Fair
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
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Good
Forum and community discussion.
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 6.7/10, Frictionless Data has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Frictionless Data
Which AI engines already crawl you
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/frictionlessdata-io
Cite this score: Engagemii (2026). "AEO Score for Frictionless Data." Retrieved from https://engagemii.com/aeo/brands/frictionlessdata-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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