AI Visibility Scorecard
Field Notes
fieldnotesbrand.com · E-commerce
Well-positioned for AI search. The breakdown below shows where Field Notes is still leaving points on the table.
AI engines read this profile 13 times
ChatGPT · Claude · Meta AI · Apple Intelligence
#426 of 738,489 in E-commerce for AI visibility
100
AI Naming Predictability
iAI names companies like this often · 100/100
More likely to be named than 99% of E-commerce companies
9
AEO Visibility
iVisible · 8.6/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Field Notes
from our crawl and measurement
Field Notes, based in Chicago, IL, describes itself simply: "Field Notes offers smartly-designed, vintage-inspired pocket notebooks, notepads, journals, calendars, planners, and writing accoutrements." To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 8.6 out of 10.
Our crawl found structured data on the page (WebPage, Organization, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 8 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and AmazonBot (Alexa AI).
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
Weak
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
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Fair
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 8.6/10, Field Notes has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Field Notes
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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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fieldnotesbrand
Cite this score: Engagemii (2026). "AEO Score for Field Notes." Retrieved from https://engagemii.com/aeo/brands/fieldnotesbrand
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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