AI Visibility Scorecard
ghacks.dev · Technology
Borderline visible. AI bots can crawl ghacks, 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.
AI engines read this profile 2 times
Claude
#2,242,056 of 2,706,130 in Technology for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 51% of Technology companies
4
AEO Visibility
iNear-invisible · 3.5/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
14
AI Adoption
iBasic · 14/100
from our crawl and measurement
"gHacks are a catalog of challenge based hackathons where attendees work in teams of 3 to 5 people to solve a series of technical challenges without spoon-fed answers." That is how ghacks introduces itself. When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
On its own pages the site does well on a clear heading structure and crawler access and the files AI engines look for. It is passable on a few credibility markers. What holds it back is structured data describing the business, a clearly stated business identity and sitemaps and entity links AI can follow.
Off the page, almost no other sites link to it, 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. None of that can be fixed on the page: it has to be earned.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Weak
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
Fair
Sitemaps and entity links AI can follow.
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.
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 3.5/10, ghacks is crawlable but under-signaled - fixable, and the signals above are where to start.
What are gHacks?
gHacks are a set of challenge based hackathons that can be hosted in-person or virtually via Google Meet. Attendees work in teams of 3 to 5 people to solve a series of technical challenges for a given technology or solution scenario. Challenges describe high-level tasks and goals to be accomplished. gHacks are NOT step-by-step labs. gHacks are designed to be a collaborative learning experience.
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The exact fixes for ghacks
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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/ghacks-dev
Cite this score: Engagemii (2026). "AEO Score for ghacks." Retrieved from https://engagemii.com/aeo/brands/ghacks-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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