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Insight Engine
AI that makes your posts smarter, not just louder
Most AI writers just mimic your tone. Insight Engine also makes the thinking sharper. Give it a rough idea, a link, or a PDF and it researches real facts, drafts 3 angles, and scores every draft against 29 anti-slop patterns before it passes. Humanize mode fixes your ChatGPT drafts without losing the facts. Ideas page pulls fresh angles from HN, Product Hunt, and arXiv. No scheduling, no OAuth, just sharper posts, priced per credit, not subscription.
Hey PH, I'm Salta 👋
I built Insight Engine because I kept posting like ChatGPT, even when the idea underneath was actually good.
Most AI writers optimize for "sounds like you." I optimize for "the thought is actually smarter" and show you how:
→ Research agent pulls real facts (HN, arXiv, your own PDFs/links)
→ 3 angles generated, you pick the thesis, not the AI
→ An AI Critic scores every draft against 29 anti-slop patterns & insight density
→ Rewrite loop runs until it passes or shows you exactly why it didn't
Also shipped: an Ideas page (9 fresh angles pulled from trends), a Humanize mode (fixes ChatGPT drafts without losing your facts), and voice onboarding trained on your real posts.
Free tier: 5 generations/month, no card needed.
Would love your harshest feedback on the first draft you generate here 🙏
About Insight Engine on Product Hunt
“AI that makes your posts smarter, not just louder”
Insight Engine was submitted on Product Hunt and earned 43 upvotes and 17 comments, placing #17 on the daily leaderboard. Most AI writers just mimic your tone. Insight Engine also makes the thinking sharper. Give it a rough idea, a link, or a PDF and it researches real facts, drafts 3 angles, and scores every draft against 29 anti-slop patterns before it passes. Humanize mode fixes your ChatGPT drafts without losing the facts. Ideas page pulls fresh angles from HN, Product Hunt, and arXiv. No scheduling, no OAuth, just sharper posts, priced per credit, not subscription.
On the analytics side, Insight Engine competes within Productivity, Writing and Marketing — topics that collectively have 1.2M followers on Product Hunt. The dashboard above tracks how Insight Engine performed against the three products that launched closest to it on the same day.
Who hunted Insight Engine?
Insight Engine was hunted by Saltanat Tugayeva. 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.
Saltanat Tugayeva