AI visibility score
6.6/ 10Good

#4,051 of 2,704,755 in Technology

As of 2026-07-31 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Numerator

Numerator

Unclaimed

numerator.com · Technology

Somewhat visible. AI bots can read Numerator, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 11 times

ChatGPT · Amazon Alexa · Claude · Apple Intelligence

#4,051 of 2,704,755 in Technology for AI visibility

100

AI Naming Predictability

i

AI names companies like this often · 100/100

Top 1% of Technology

7

AEO Visibility

i

Visible · 6.6/10

-

Network Authority

i

Not connected yet

35

Muse Index Score

i

AI agent readiness

Agent-ready · 35/100

0

AI Adoption

i

None detected · 0/100

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About Numerator

from our crawl and measurement

Numerator is a Chicago, IL business whose own site puts it this way: "Numerator is a data company transforming how consumers and markets are understood. Powered by advanced technology and proprietary, zero-party purchase and survey data from more than one." 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.

On its own pages the site does well on a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data and a few credibility markers.

Off the page, other sites link to it, the domain reads as established and it turns up in press coverage. There is some, but not much, sign that it barely surfaces on Reddit. Beyond that, AI engines do not yet recognise it as a distinct business and nobody is discussing it where AI engines look.

AI crawlers have visited 5 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.

Company ·
Numerator
Website ·
numerator.com
Industry ·
Technology
Location ·
Chicago, IL
Site status ·
Live (The website showed an active business site when last checked (Oct 31, 2026).)
AI reads ·
11
Last scored ·
Jul 31, 2026
Verified connections ·
None yet

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

Good

Experience, Expertise, Authority, Trust markers.

Technical AEO

Good

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

Good

Press and news coverage.

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 6.6/10, Numerator has a working base to build on - fixable, and the signals above are where to start.

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Picked for Numerator: AEO & AI Search

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.

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Source & Attribution

Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/numerator

Cite this score: Engagemii (2026). "AEO Score for Numerator." Retrieved from https://engagemii.com/aeo/brands/numerator

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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