This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
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. 🚀
Love that the engine runs in under 10ms with deterministic scoring across those six dimensions, makes it actually viable to drop straight into CI/CD without blowing up build times.
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.
AIQualityHQ was featured in Software Engineering (42.7k followers), Artificial Intelligence (473.8k followers) and Marketing automation (4k followers) on Product Hunt. Together, these topics include over 116.5k products, making this a competitive space to launch in.
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.
Want to see how AIQualityHQ stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Puneet Kralia