Reddit Insights

What it does

Find your next SaaS idea from Reddit, without the noise.

Stop waiting for inbound. Semantic vector search and AI intent analysis to intercept users actively complaining about your competitors — or asking for your solution by name.

Powered by semantic vector search. Stop relying on basic keyword matching. We analyze context and intent to automatically intercept users complaining about competitors or asking for your solution. Keyword search returns thousands of irrelevant mentions. Vector + intent search returns the three people ready to swipe a card right now. Ask in plain English — no keyword guessing. The 1024D vector index finds posts that match meaning, even when the words don't overlap. Filter by lead type so noise drops out. Every match is scored 0–100 on signal strength and tagged with lead type, sentiment, and industry — so the top of the list is the part worth reading. Pull scored leads with a single POST. Or…from reddapi.dev

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  Linkeddit2025 · linkeddit.com · ▲618

  The tool actually hit Product Hunt #1 back in February. Since then I’ve added a bunch more on top of the original version. Now you just describe the intent or goal for the leads you want, and it searches based on keywords and a bunch of other signals to surface the best ones for you. I also added a Reddit-powered content writer. Basically, you pick a topic or category, and it pulls the top posts from Reddit, analyzes what made them go viral, and helps you write content using the same patterns. Reddit is super underrated for content. If something blows up there, it almost always spreads to…

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  Findcustomersfast2025 · ▲15

  Turn Reddit conversations into sales opportunities.

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  SaaS Finder2025 · ▲14

  Discover profitable saas ideas from reddit

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  mention.click2025 · mention.click · ▲161

  I built mention.click to help founders and marketers find real business leads, feedback, and opportunities by uncovering the right discussions on Reddit, without the hassle of keyword research. Backstory I was trying to prove ideas and products, I didn't like existing tools like ReplyGuy, Gummy search, while being cool, didn't work for me. I needed a specialized solution to find conversations where I could speak about my project, driven by AI (Not really) just filtering out extra noise. How it works You give a link to the website. mention.click uses AI to extract keywords and context. It…

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  Snoops2025 · ▲20

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  Grow On Reddit2025 · growonreddit.com · ▲42

  Find and engage with niche audience on Reddit.

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  Germany's new sovereign AI model Kolibri▲424

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  Life & fun · 2025 · jameshard.ing

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  Stunning presentations with AI. No design skills required.

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  Bubble for native mobile apps (beta)▲1,026

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  Twenty▲989

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  Pally - AI Relationship Management▲949

  All your connections, across all your socials.

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  Workout.cool – Open-source fitness coaching platform▲827

  I was the main contributor to workout.lol, an open-source fitness app to easily build a workout routine. The project had traction (1.4k GitHub stars, 95 forks, ~20K visits/month), but was eventually sold due to video licensing hurdles. The new owner stopped maintaining it, and the repo went abandoned. Over the next 9 months, I sent 15 emails to try to save it : no replies. Feature requests & issues were ignored. The community was left with a "broken" tool let's say. I couldn't just let it die So I built the new version from scratch with the same open-source spirit, but a better…

  Dev tools · 2025 · github.com