AI Visibility Scorecard
Customer Stories
ryanwilson.dev · Technology
At 1.86/10, Customer Stories is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Entity Clarity and E-E-A-T Signals. That is fixable, and the signals below show where to start.
AI engines read this profile 5 times
Claude · Apple Intelligence · Meta AI
Top 50% in Technology for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Technology average 28
Top 49% of Technology
See what's behind this score →1.86
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Technology average 17
See what's behind this score →0
About Customer Stories
from our crawl and measurement
"Especially success stories from marque customers as they exert tremendous peer influence enabling exponential new customer growth.Bill LeeCenter for Customer EngagementCustomer Stories." That is how Customer Stories introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 1.86 out of 10.
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 read this profile 5 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and Meta AI.
- Company ·
- Customer Stories
- Website ·
- ryanwilson.dev
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page 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
Weak
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 1.86/10, Customer Stories is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
Why Customer Stories?
Modern customer stories is the new demand generationCustomer stories are the #1 most influential marketing content in driving new business opportunity.Customers trust peer stories more than any other marketing or sales information to learn about solutions and products.Persuasive customer stories is peer proof that closes deals92% of enterprise buyers are highly influenced by customer stories in the purchasing.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ryanwilson-dev
Cite this score: Engagemii (2026). "AEO Score for Customer Stories." Retrieved from https://engagemii.com/aeo/brands/ryanwilson-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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