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AI Visibility Scorecard
drcwrites.com · Food & Beverage
Borderline visible. AI bots can crawl Things I’ve Heard Along the Way™, 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 2 times
Claude · Amazon Alexa
#1,253,675 of 1,693,893 in Food & Beverage for AI visibility
3.5
/10
AEO Score
from our crawl and measurement
Things I’ve Heard Along the Way™ describes itself simply: "If you're visiting for the first time, please read the Foreword (just below), then click on the first link at the top of the page to read posts in blog (newest to oldest) order or on the." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
The page falls short on a heading structure that lays out what it offers, a clearly stated business identity, the technical files AI engines look for, such as llms.txt or an open robots.txt, sitemaps and entity links AI can follow, structured data describing the business and credibility markers like credentials or reviews.
Off the page, other sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and AmazonBot (Alexa AI). The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
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 3.5/10, Things I’ve Heard Along the Way™ is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Things I’ve Heard Along the Way™
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/drcwrites
Cite this score: Engagemii (2026). "AEO Score for Things I’ve Heard Along the Way™." Retrieved from https://engagemii.com/aeo/brands/drcwrites
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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