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AI Visibility Scorecard
Saying stuff about stuff.
benpickles.com · Technology
Somewhat visible. AI bots can read Saying stuff about stuff., but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Apple Intelligence · Claude
#154,172 of 2,629,032 in Technology for AI visibility
6.2
/10
AEO Score
About Saying stuff about stuff.
from our crawl and measurement
"Introducing Decant Decant is a dependency-free frontmatter-aware framework-agnostic wrapper around a directory of static content (probably Markdown)." That is how Saying stuff about stuff. introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.2 out of 10, readable in places and missing in others.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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 Trust
4
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
4
Forum and community discussion.
0
No Reddit mentions 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 6.2/10, Saying stuff about stuff. has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Saying stuff about stuff.
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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/benpickles
Cite this score: Engagemii (2026). "AEO Score for Saying stuff about stuff.." Retrieved from https://engagemii.com/aeo/brands/benpickles
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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