AI Visibility Scorecard
Iterative Work — Tanner Woodford
iterativework.com · Food & Beverage
Borderline visible. AI bots can crawl Iterative Work — Tanner Woodford, 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 4 times
Meta AI · Claude · ShapBot
#1,122,706 of 1,393,990 in Food & Beverage for AI visibility
3
AEO Visibility
iNear-invisible · 3.4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Iterative Work — Tanner Woodford
from our crawl and measurement
Iterative Work — Tanner Woodford describes itself simply: "Chicago-based design studio for cultural organizations. Graphic design, exhibitions, murals, branding, and strategic consulting led by Tanner Woodford." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.4 out of 10.
Under the hood there is structured data on the page (WebSite) and a sitemap, but the score is capped by what is missing: an llms.txt file, a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
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
Good
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
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
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 3.4/10, Iterative Work — Tanner Woodford is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Iterative Work — Tanner Woodford
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
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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/iterativework
Cite this score: Engagemii (2026). "AEO Score for Iterative Work — Tanner Woodford." Retrieved from https://engagemii.com/aeo/brands/iterativework
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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