AI Visibility Scorecard
Refine: Build Enterprise Grade Internal Tools With AI
refine.dev · Technology
Somewhat visible. AI bots can read Refine: Build Enterprise Grade Internal Tools With AI, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 25 times
Meta AI · Claude · Apple Intelligence · Perplexity
#34,149 of 2,707,790 in Technology for AI visibility
7
AEO Visibility
iVisible · 6.6/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
8
AI Adoption
iBasic · 8/100
About Refine: Build Enterprise Grade Internal Tools With AI
from our crawl and measurement
Refine describes itself simply: "Build enterprise internal tools and B2B apps 10x faster with Refine agents. Experience the future of vibe coding and AI-led development." Its AI visibility score is 6.6 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 3 times in our tracking, including Meta AI and ClaudeBot (Anthropic).
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
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
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
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
Good
Forum and community discussion.
Social Mentions
Good
Social discussion and mentions.
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 6.6/10, Refine: Build Enterprise Grade Internal Tools With AI has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How does it work?
Flexible enough for vibe coding, precise enough for spec-driven development.01.
Is this your brand?
The exact fixes for Refine: Build Enterprise Grade Internal Tools With AI
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Refine: Build Enterprise Grade Internal Tools With AI.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/refine-dev
Cite this score: Engagemii (2026). "AEO Score for Refine: Build Enterprise Grade Internal Tools With AI." Retrieved from https://engagemii.com/aeo/brands/refine-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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