AI Visibility Scorecard
The Localist with Carrie Rollwagen
localist.libsyn.com · Food & Beverage
Somewhat visible. AI bots can read The Localist with Carrie Rollwagen, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 67 times
Meta AI · Claude · Amazon Alexa · Perplexity
#4,150 of 1,392,782 in Food & Beverage for AI visibility
46
AI Naming Predictability
iNamed sometimes · 46/100
More likely to be named than 99% of Food & Beverage companies
5
AEO Visibility
iBorderline · 5.4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About The Localist with Carrie Rollwagen
from our crawl and measurement
"The Localist is a conversation with local makers and independent entrepreneurs. Local business advocate Carrie Rollwagen invites mom-and-pops, freelancers, side hustlers and start up." That is how The Localist with Carrie Rollwagen introduces itself. Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 6 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and AmazonBot (Alexa AI).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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
Good
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Strong
Press and news coverage.
Community
Good
Forum and community discussion.
Social Mentions
Strong
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 5.4/10, The Localist with Carrie Rollwagen has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for The Localist with Carrie Rollwagen
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/localist-libsyn
Cite this score: Engagemii (2026). "AEO Score for The Localist with Carrie Rollwagen." Retrieved from https://engagemii.com/aeo/brands/localist-libsyn
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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