▲ 4.9 since Jul 2026
#39,551 OF 2,699,841 IN TECHNOLOGY
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AI Visibility Scorecard
The Software Leadership Workshop
vascoduarte.substack.com · Technology
Somewhat visible. AI bots can read The Software Leadership Workshop, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#39,551 of 2,699,841 in Technology for AI visibility
7
AEO Visibility
iVisible · 6.8/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About The Software Leadership Workshop
from our crawl and measurement
The Software Leadership Workshop describes itself simply: "What if Agile wasn’t just a set of tools, but a philosophy for driving growth and profitability? How could it transform software development, and revolutionize the business of software." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.7 out of 10, readable in places and missing in others.
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 once 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
2
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
2
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
8
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
10
Press and news coverage.
Community
10
Forum and community discussion.
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 6.8/10, The Software Leadership Workshop has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Software Leadership Workshop
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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 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/vascoduarte-substack
Cite this score: Engagemii (2026). "AEO Score for The Software Leadership Workshop." Retrieved from https://engagemii.com/aeo/brands/vascoduarte-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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