AI Visibility Scorecard
Circana
npd.com · E-commerce
Well-positioned for AI search. Its weakest signals, Structured Data, E-E-A-T Signals and News & Press, are where Circana still has room to grow.
AI engines read this profile 10 times
Claude · ChatGPT · Meta AI · Apple Intelligence
Top 1% in E-commerce for AI visibility
99
AI Naming Predictability
iAI names companies like this often · 99/100
E-commerce average 18
Top 1% of E-commerce
See what's behind this score →8.47
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in E-commerce average 9. Claim your page and Engagemii is your first.
See what's behind this score →10
Muse Index Score
iAI agent readiness
Basic · 10/100
E-commerce average 27
See what's behind this score →12
About Circana
from our crawl and measurement
Circana is a business whose own site puts it this way: "As a leading market research company with in-depth consumer data and industry insights, Circana provides solutions and tools that transform data into actionable retail strategies." To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 8.47 out of 10.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have read this profile 10 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Meta AI.
- Company ·
- Circana
- Website ·
- npd.com
- Industry ·
- E-commerce
- Location ·
- Port Washington, NY
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 8, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Fair
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
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
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
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Good
Forum and community discussion.
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 8.47/10, Circana is well placed; the signals above show what is left to gain.
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 portalSign up free to read the full article and get your AEO fix list for Circana.
Source & Attribution
Scored by Engagemii on November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/npd
Cite this score: Engagemii (2026). "AEO Score for Circana." Retrieved from https://engagemii.com/aeo/brands/npd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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