▲ 3.0 since Jul 2026
#39,559 OF 2,701,012 IN TECHNOLOGY
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AI Visibility Scorecard
Product Hunt Dev
dev.producthunt.com · Technology
Somewhat visible. AI bots can read Product Hunt Dev, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#39,559 of 2,701,012 in Technology for AI visibility
7
AEO Visibility
iVisible · 6.8/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
4
AI Adoption
iBasic · 4/100
About Product Hunt Dev
from our crawl and measurement
Product Hunt Dev is a business whose own site puts it this way: "A weekly digest of developer tools and interesting stories from the world of engineering." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Fair
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
Good
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Good
Press and news coverage.
Community
Strong
Forum and community discussion.
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 6.8/10, Product Hunt Dev has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Product Hunt Dev
Which AI engines already crawl you
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/dev-producthunt
Cite this score: Engagemii (2026). "AEO Score for Product Hunt Dev." Retrieved from https://engagemii.com/aeo/brands/dev-producthunt
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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