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AI Visibility Scorecard
Whiskay
whiskay.dev · Technology
Somewhat visible. AI bots can read Whiskay, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#100,138 of 2,808,083 in Technology for AI visibility
6.5
/10
AEO Score
About Whiskay
from our crawl and measurement
"A small group of engineers building practical tools and select client work alongside our day jobs. Not a studio, just people who like building things." That is how Whiskay introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 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. What holds it back is credibility markers like credentials or reviews.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
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
0
No community discussion yet.
0
No Reddit mentions 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 6.5/10, Whiskay has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is Whiskay?
Whiskay is a collective of developers and UI/UX designers building creative digital products — including web apps, indie games, tools, and comics — focused on craftsmanship and storytelling.
Do you take client projects or only build internal products?
We do both. Whiskay ships internal creative projects while selectively partnering with clients whose vision aligns with our design-driven approach. Contact us with a short brief and timeline.
Which technologies do you use?
Our stack varies by project but commonly includes React for frontends, .NET for backend services, Unity for games, and Figma for UI/UX. We prioritize maintainability and modern engineering practices.
How do you price projects?
Pricing depends on scope, timeline, and deliverables. We offer fixed-price proposals for well-defined projects and time-and-materials for exploratory engagements. Request a brief to get an estimate.
Do you publish technical posts or tutorials?
Yes — we publish devlogs, tutorials, and 'learning in public' posts on topics like DSA, system design, .NET, React, and game dev. The blog is updated regularly.
Can I contribute or join Whiskay?
We're open to collaborations and talented folks who enjoy cross-disciplinary work. Send us a one-page portfolio and a short note about what you'd like to build.
Where can I follow Whiskay updates?
Follow us on social links in the footer or subscribe to our newsletter for devlogs, release notes, and behind-the-scenes peeks.
Do you have any open positions?
We're looking for a video editor to create demo videos for our applications.
Is this your brand?
The exact fixes for Whiskay
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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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/whiskay-dev
Cite this score: Engagemii (2026). "AEO Score for Whiskay." Retrieved from https://engagemii.com/aeo/brands/whiskay-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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