AI Visibility Scorecard
Hapworks
hapworks.co · Government & Public Sector
Borderline visible. AI bots can crawl Hapworks, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#90,151 of 123,738 in Government & Public Sector for AI visibility
4
AEO Visibility
iNear-invisible · 3.9/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Hapworks
from our crawl and measurement
"A lack of space is limiting the growth of Dundee's creative sector. Let's change that." That is how Hapworks introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.9 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Good
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
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
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 3.9/10, Hapworks is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why are wedoing this?
The Challenge A lack of creative space is the biggest barrier to creative practitioners and businesses to establish, sustain and grow their practice or business in Dundee. Whilst there remains vital creative spaces in the city, in the last decade we have seen a significant loss of others, many of which were catalysts for innovation and Dundee's current cultural identity.
Is this your brand?
The exact fixes for Hapworks
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
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Source & Attribution
Scored by Engagemii on September 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hapworks-co
Cite this score: Engagemii (2026). "AEO Score for Hapworks." Retrieved from https://engagemii.com/aeo/brands/hapworks-co
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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