AI Visibility Scorecard
Open Variable Research
openvariable.com · Technology
At 3.6/10, Open Variable Research is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Backlinks and Domain Trust. That is fixable, and the signals below show where to start.
AI engines read this profile 4 times
Claude · Apple Intelligence
19
AI Naming Predictability
iRarely named · 19/100
Technology average 28
Top 49% of Technology
See what's behind this score →3.6
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →30
Muse Index Score
iAI agent readiness
Basic · 30/100
Technology average 17
See what's behind this score →0
About Open Variable Research
from our crawl and measurement
Open Variable Research describes itself simply: "Independent research on how changes in policy, technology, industry, and capital markets reach cash flows, balance sheets, and market expectations." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
- Company ·
- Open Variable Research
- Website ·
- openvariable.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 1, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 3.6/10, Open Variable Research is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
What changed?
Start with the new fact, constraint, or mechanism—not the headline surrounding it.Question 02
Who absorbs the pressure?
Trace the effect through operations, financing, incentives, and responsibility.Question 03
What would change the conclusion?
Define the evidence that would strengthen, weaken, or reverse the judgment.
Is this your brand?
The exact fixes for Open Variable Research
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on November 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/openvariable
Cite this score: Engagemii (2026). "AEO Score for Open Variable Research." Retrieved from https://engagemii.com/aeo/brands/openvariable
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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