AI Visibility Scorecard
Refiner: In
refiner.io · Technology
Somewhat visible. AI bots can read Refiner: In, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 21 times
Claude · Meta AI · Apple Intelligence · Amazon Alexa
#194,405 of 2,705,593 in Technology for AI visibility
23
5
AEO Visibility
iBorderline · 5.2/10
70
Muse Index Score
iAI agent readiness
Transactable · 70/100
4
AI Adoption
iBasic · 4/100
About Refiner: In
from our crawl and measurement
Refiner: In, based in Paris, describes itself simply: "Refiner is customer feedback and survey software for SaaS, fintech, and marketplaces with in-app, mobile, website, email, and survey page campaigns." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, SoftwareApplication), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 20 times in our tracking, including ClaudeBot (Anthropic), Meta AI and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Fair
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 5.2/10, Refiner: In has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Refiner: In
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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 October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/refiner-io
Cite this score: Engagemii (2026). "AEO Score for Refiner: In." Retrieved from https://engagemii.com/aeo/brands/refiner-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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