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AI Visibility Scorecard
Hammerfist Studio
hammerfist.studio · Technology
Somewhat visible. AI bots can read Hammerfist Studio, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · Meta AI
#755,064 of 2,650,958 in Technology for AI visibility
5.1
/10
AEO Score
About Hammerfist Studio
from our crawl and measurement
Hammerfist Studio is a business whose own site puts it this way: "A small studio of engineers. We design, build, and maintain web software for founders and small teams. Flat monthly retainer. Honest conversations. Real code." When AI engines look at it, they find little to work with. It scores 4.9 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 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
9
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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
6
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 5.1/10, Hammerfist Studio has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Hammerfist Studio
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Hammerfist Studio.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hammerfist-studio
Cite this score: Engagemii (2026). "AEO Score for Hammerfist Studio." Retrieved from https://engagemii.com/aeo/brands/hammerfist-studio
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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