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AI Visibility Scorecard
Proof Is In the Writing
proofisinthewriting.com · Food & Beverage
Somewhat visible. AI bots can read Proof Is In the Writing, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Claude · Amazon Alexa
#191,291 of 1,362,488 in Food & Beverage for AI visibility
5.4
/10
AEO Score
About Proof Is In the Writing
from our crawl and measurement
"I'm Jessica Swanda, the writer behind Proof Is In the Writing, and I'm THRILLED you're here. As you poke around, you'll notice that I write about a variety of things: Business, marketing." That is how Proof Is In the Writing introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places, missing in others.
The site gets some of it right: it has a sitemap. What holds it back is what is absent, including structured data describing the business, an llms.txt file, a heading structure that lays out what it offers.
AI crawlers have visited the site once in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5.4/10, Proof Is In the Writing has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Proof Is In the Writing
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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 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/proofisinthewriting
Cite this score: Engagemii (2026). "AEO Score for Proof Is In the Writing." Retrieved from https://engagemii.com/aeo/brands/proofisinthewriting
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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