The Profanity API
The problem with existing content moderation: Every developer who's built profanity filtering knows the frustration. Traditional filters either flag "assistant" because it contains "ass," or miss obviously toxic content because they're just matching keywords. They can't tell the difference between "I'll destroy you in this game" (friendly trash talk) and an actual threat. How The Profanity API solves this: I built a 5-layer detection pipeline that analyzes content progressively: Blocklist (L0): Your custom blocklist for instant flagging Static (L1): Exact match against known profanity…
The Profanity API launched on January 31, 2026 with 9 votes, #1,189 of 14,584 launches that month and more than 90% of that year's launches.
What it does
The Profanity API — fast, context-aware, and affordable content moderation for any app. It uses a 5-layer detection pipeline (L0–L4), starting with instant keyword matching and escalating to LLM-powered intent analysis only when needed. Includes a tuning playground, developer-friendly docs, ultra-low latency, and transparent pricing with a free tier.
Intelligent profanity detection that understands context. 5-layer analysis pipeline, 13 intent categories, and 12 context types. Built for developers who need accurate context-aware, ai-powered content moderation.
In the maker’s words, at launch
The problem with existing content moderation: Every developer who's built profanity filtering knows the frustration. Traditional filters either flag "assistant" because it contains "ass," or miss obviously toxic content because they're just matching keywords. They can't tell the difference between "I'll destroy you…
Does a similar job
all alternatives →
ModerateHatespeech2022 · moderatehatespeech.com · ▲85Free toxicity detection for content moderation via AI

Profanity & Toxicity Detection2021 · rapidapi.com · ▲60Profanity & toxicity detection for user-generated content

More ai this month
the category →



Paintings by AI models: programs run through a simulation of oil paint.
AI · 21d ago · stillwet.art
PixVerse R2▲381A real-time world model you can explore and change
AI · 29d ago · world.pixverse.video

Source: Product Hunt launch ↗ · launch text quoted in part
Launched alongside, January 2026
the whole month →- IN
Hey HN! I wanted to share something I built over the last few weeks: isometric.nyc is a massive isometric pixel art map of NYC, built with nano banana and coding agents. I didn't write a single line of code. Of course no-code doesn't mean no-engineering. This project took a lot more manual labor than I'd hoped! I wrote a deep dive on the workflow and some thoughts about the future of AI coding and creativity: http://cannoneyed.com/projects/isometric-nyc
AI · Jan 2026 · cannoneyed.com




Automatic AI-powered code reviews the moment you open a PR
Dev tools · Jan 2026 · kilo.ai
