▲ 4.4 since Jul 2026
#39,559 OF 2,701,012 IN TECHNOLOGY
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AI Visibility Scorecard
Software Design: Tidy First?
tidyfirst.substack.com · Technology
Somewhat visible. AI bots can read Software Design: Tidy First?, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#39,559 of 2,701,012 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 Software Design: Tidy First?
from tidyfirst.substack.com
Software design is an exercise in human relationships. So are all the other techniques we use to develop software. How can we geeks get better at technique as one way of getting better at relationship
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Fair
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Strong
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Strong
Press and news coverage.
Community
Strong
Forum and community discussion.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 6.8/10, Software Design: Tidy First? has a working base to build on - fixable, and the signals above are where to start.
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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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tidyfirst-substack
Cite this score: Engagemii (2026). "AEO Score for Software Design: Tidy First?." Retrieved from https://engagemii.com/aeo/brands/tidyfirst-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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