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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 🙏
Most AI writers will happily hand you a confident draft even when the
idea underneath is thin. One that actually argues with you about the
thesis first is rare, and honestly kind of humbling.
The 'AI Critic scoring against 29 anti-slop patterns' is a clever inversion — most tools add slop, yours actively hunts it. My honest question: since the critic is itself an LLM, doesn't it risk sharing blind spots with the generator (both trained on similar data)? Curious whether you've seen cases where a draft passes the critic but a human still reads it as templated.
Been using this one firsthand, not a launch-day flyby. The thing that sold me: I fed it a messy idea and it held my actual voice instead of flattening it into the usual ChatGPT smoothness, and the post it wrote about breaking writing rhythm actually broke its own rhythm. Rare to see a tool practice what it preaches. If you post on LinkedIn or X and hate sounding like a bot, worth 2 minutes of your day. Nice work Saltanat 👏
Congrats on launch, Salta! I used it for a couple of days and love how it writes posts that sound actually good. You're building awesome stuff, wish you all the luck!!
I’ve been using it for a few days, and I really like it. The sources are clear, the writing feels natural, and it saves me a lot of time. GOOD LUCK BRO!!!
This is exactly my problem. I write educational posts, and they always end up sounding like everyone else's — even when the idea is mine. So I really hope this works. One question: when the AI pulls facts from arXiv or HN, does it show me the links? I want to check the sources before I post. Good luck! 🙌
I tried it with one of my drafts. I liked seeing the different angles, but my original note had a few connected ideas, so I wasn't sure which angle to choose. In cases like that, do you recommend focusing on one idea at a time before generating a post?
How does the scoring against those 29 anti-slop patterns actually work in practice. Like is it a fixed rubric or does it learn from what gets flagged as slop.
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.
Insight Engine was featured in Productivity (655.7k followers), Writing (59.3k followers) and Marketing (465.8k followers) on Product Hunt. Together, these topics include over 232.2k products, making this a competitive space to launch in.
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.
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Saltanat Tugayeva