AI Visibility Scorecard
Reconciliation Services for OpenRefine
refine.codefork.com · Technology
Borderline visible. AI bots can crawl Reconciliation Services for OpenRefine, 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 6 times
Claude · Meta AI · Apple Intelligence
#1,222,786 of 2,707,328 in Technology for AI visibility
91
AI Naming Predictability
iAI names companies like this · 91/100
5
AEO Visibility
iBorderline · 4.8/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Reconciliation Services for OpenRefine
from our crawl and measurement
Reconciliation Services for OpenRefine describes itself simply: "refine.codefork.com Important Update 6/12/25: VIAF has been more aggressively rate limiting since roughly Jan 2025." When AI engines look at it, they find little to work with. It scores 4.8 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
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
Weak
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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
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 4.8/10, Reconciliation Services for OpenRefine is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How to Use This Service?
In OpenRefine, select "Reconcile" and "Start Reconciling..." in the pull-down menu beside a column whose values you want to reconcile. Click "Add Standard Service..." Type in the relevant URL from below, depending on the data source you want to use.
Is this your brand?
The exact fixes for Reconciliation Services for OpenRefine
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 Reconciliation Services for OpenRefine.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/refine-codefork
Cite this score: Engagemii (2026). "AEO Score for Reconciliation Services for OpenRefine." Retrieved from https://engagemii.com/aeo/brands/refine-codefork
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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