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AI Visibility Scorecard
Joe Ferrara
joeferrara.com · Technology
At 3/10, Joe Ferrara is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 2 times
Claude
#2,275,365 of 2,637,009 in Technology for AI visibility
3
/10
AEO Score
About Joe Ferrara
from our crawl and measurement
Joe Ferrara is a business whose own site puts it this way: "Skip to content Joe Ferrara iOS UI Test Automation About PNSQC 2019 and What Your UI Tests Need to Say I enjoyed speaking at the Pacific NW Software Quality Conference 2019 in Portland." When AI engines look at it, they find little to work with. It scores 3.0 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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 3/10, Joe Ferrara is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Joe Ferrara
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/joeferrara
Cite this score: Engagemii (2026). "AEO Score for Joe Ferrara." Retrieved from https://engagemii.com/aeo/brands/joeferrara
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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