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AI Visibility Scorecard
Humble Toolsmith
humbletoolsmith.com · Technology
Somewhat visible. AI bots can read Humble Toolsmith, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#56,068 of 2,629,032 in Technology for AI visibility
6.7
/10
AEO Score
About Humble Toolsmith
from our crawl and measurement
Humble Toolsmith describes itself simply: "Humble Toolsmith Home Using C# and the Hungarian Algorithm to Optimize Your Christmas Party Planning Use an algorithm to assign the best cook to each food." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.7 out of 10, readable in places and missing in others.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
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
4
Clear headings and answer-style content.
Entity Clarity
2
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
7
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
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
7
Forum and community discussion.
6
Reddit mentions and discussion.
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 6.7/10, Humble Toolsmith has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Humble Toolsmith
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/humbletoolsmith
Cite this score: Engagemii (2026). "AEO Score for Humble Toolsmith." Retrieved from https://engagemii.com/aeo/brands/humbletoolsmith
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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