#225,327 OF 264,828 IN MANUFACTURING & INDUSTRIAL
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AI Visibility Scorecard
Response Refinery — Voice of Customer Intelligence at Scale
responserefinery.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl Response Refinery — Voice of Customer Intelligence at Scale, 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
#225,327 of 264,828 in Manufacturing & Industrial for AI visibility
3
AEO Visibility
iNear-invisible · 3.3/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
8
AI Adoption
iBasic · 8/100
About Response Refinery — Voice of Customer Intelligence at Scale
from our crawl and measurement
Response Refinery Voice of Customer Intelligence at Scale is a business whose own site puts it this way: "Response Refinery clusters millions of unstructured customer responses into clear, actionable intelligence, powered by semantic AI and autonomous agents." When AI engines look at it, they find little to work with. It scores 3.1 out of 10.
Our crawl found a readable heading structure. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file, a sitemap.
Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
5
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 3.3/10, Response Refinery — Voice of Customer Intelligence at Scale is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Response Refinery — Voice of Customer Intelligence at Scale
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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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/responserefinery
Cite this score: Engagemii (2026). "AEO Score for Response Refinery — Voice of Customer Intelligence at Scale." Retrieved from https://engagemii.com/aeo/brands/responserefinery
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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