AI Visibility Scorecard
hurrah.dev · Technology
Somewhat visible. AI bots can read Hurrah.dev, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · Meta AI
#181,486 of 2,707,520 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
55
Muse Index Score
iAI agent readiness
Agent-ready · 55/100
12
AI Adoption
iBasic · 12/100
from our crawl and measurement
"Make your work easier and more efficient. Transform spreadsheets into user-friendly web apps, get custom data dashboards, and enjoy seamless system integration, all with our dedicated." That is how Hurrah.dev introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: structured data describing the business, a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a few credibility markers.
Away from its own site, other sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
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.
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 5.9/10, Hurrah.dev has a working base to build on - fixable, and the signals above are where to start.
Sound familiar?
Different shapes of the same problem. Pick whichever sounds like yours. Your spreadsheet has 14 tabs It started simple. Now only one person fully understands it, and two people can't edit at the same time without something getting lost. Your Access database is from 2008 It still works. The PC running it is from 2015. The person who built it isn't around anymore. Every year you wait, the migration gets harder.
How is this different from a freelancer?
A freelancer delivers something and disappears. We're the developer who's there next month when the API changes, when authentication breaks, when you want a new feature. The relationship is the product. You pay one monthly subscription, we build, host, monitor, and maintain. When something breaks, you call one phone number.
How can you offer this for $250 to $500 a month?
We pick a small number of clients and we own the stack we build on (.NET, Azure, our own Hurrah.Core framework). The economics work because we're not reselling someone else's platform and we're not staffing a 12-person agency. The first version typically ships in 4 to 6 weeks. You'll see screens within the first two.
How long until I see something?
First version typically ships in 4 to 6 weeks. You'll see screens within the first two. Every iteration after that is incremental. Small changes are included in the subscription, so the app keeps adapting as your business does.
Do I own the software you build?
Yes. Your application code, data, and assets are yours. Your app is built on the Hurrah.Core framework (the foundation layer). You have perpetual access to that framework and all future updates at no additional cost. If you decide to take your code elsewhere, any .NET developer can pick it up. Your business logic and data remain completely yours with no restrictions.
Is this your brand?
The exact fixes for Hurrah.dev
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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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hurrah-dev
Cite this score: Engagemii (2026). "AEO Score for Hurrah.dev." Retrieved from https://engagemii.com/aeo/brands/hurrah-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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