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AIQualityHQ
Free deterministic AI prompt quality checker and evaluator
AI Quality HQ is a free, deterministic prompt analyzer built for engineering teams. Stop relying on "vibe checks" and expensive API calls to test prompts. Our rule-based engine evaluates AI prompts across 6 dimensions—structure, memory, context, trust, privacy, and security—in under 10ms. Get instant quality scores, detect prompt injection risks, flag PII exposure, and receive actionable fixes. Perfect for testing prompt templates and integrating into CI/CD pipelines to prevent regressions.
Hey Product Hunt! 👋
Shipping AI features is incredibly hard when you can't reliably test your prompts. A small tweak to fix one edge case often breaks ten others, and 'vibe checking' manual outputs just doesn't scale. Worse, you run the risk of prompt injections or PII leaks slipping into production.
We built AI Quality HQ to bring deterministic, rule-based rigor to AI development. Instead of using expensive, slow LLM-as-a-judge API calls, our engine uses static syntax checking and structure heuristics to score prompts across 6 core dimensions in under 10 milliseconds.
It's completely free, requires no signup, and is designed specifically to catch security vulnerabilities and context leakage before deployment—making it perfect for CI/CD pipelines.
Try pasting one of your current system prompts into the checker! We’d love to hear your feedback on the dimensions and any custom rules you'd like to see supported next. 🚀
About AIQualityHQ on Product Hunt
“Free deterministic AI prompt quality checker and evaluator”
AIQualityHQ was submitted on Product Hunt and earned 0 upvotes and 2 comments, placing #121 on the daily leaderboard. AI Quality HQ is a free, deterministic prompt analyzer built for engineering teams. Stop relying on "vibe checks" and expensive API calls to test prompts. Our rule-based engine evaluates AI prompts across 6 dimensions—structure, memory, context, trust, privacy, and security—in under 10ms. Get instant quality scores, detect prompt injection risks, flag PII exposure, and receive actionable fixes. Perfect for testing prompt templates and integrating into CI/CD pipelines to prevent regressions.
On the analytics side, AIQualityHQ competes within Software Engineering, Artificial Intelligence and Marketing automation — topics that collectively have 520.5k followers on Product Hunt. The dashboard above tracks how AIQualityHQ performed against the three products that launched closest to it on the same day.
Who hunted AIQualityHQ?
AIQualityHQ was hunted by Puneet Kralia. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of AIQualityHQ including community comment highlights and product details, visit the product overview.
Puneet Kralia