AI · alternatives · 2026
24 alternatives to Problem Spotter
After nearly a year of development, I've launched Problem Spotter - a tool that helps you discover relevant Reddit communities and track their growth patterns. Key features: - Search across subreddits by topic/keyword - Monthly subscriber growth tracking and trends - Audience overlap analysis Built this because I was manually hunting through Reddit for market research and community validation. The existing tools either didn't have good search or lacked growth data. Would love feedback from the HN community - especially if you use Reddit for research or community building. Link:…
Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes.
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Linkeddit▲618The 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…
2025 · linkeddit.com · its alternatives →
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We built Valohai LLM for tracking and comparing LLM evaluation results. Whether your evals live in notebooks and spreadsheets, or you're using an observability tool that wasn't built for comparison, this gives you a purpose-built eval comparison dashboard. Run evals with a Python library (pip install valohai-llm), results stream in, and you can compare up to 6 configurations side by side. Group by any dimension (model, category, difficulty) to see where each model excels. It doesn't do tracing or production observability, for now just eval tracking and comparison. What's cool is that you can…
2020 · valohai.com · its alternatives →
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Scriptmine▲86I built this for myself. I make videos, and my biggest bottleneck is figuring out what to say to my audience without staring at a blank page. So I built Scriptmine: a tool that listens to Reddit conversations in my niche, finds high-signal topics, and turns them into scripts. How it works: - Track subreddits and discussions relevant to a niche - Rank topics by engagement/momentum - Generate a hook/body/CTA draft in a chosen voice/format
Feb 2026 · scriptmine.ai · its alternatives →
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Replyhub▲252Replyhub finds high-value Reddit conversations, tracks what ranks on Google, and helps you show up when ChatGPT and Perplexity recommend products — all from one dashboard.
2024 · replyhub.co · its alternatives →
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Hey HN! I built TopicRadar to solve a problem I had with staying on top of what's trending in AI/ML without checking 7+ sites daily. https://apify.com/mick-johnson/topic-radar What it does: - Aggregates from HackerNews, GitHub, arXiv, StackOverflow, Lobste.rs, Papers with Code, and Semantic Scholar - One-click presets: "Trending: AI & ML", "Trending: Startups", "Trending: Developer Tools" - Or track custom topics (e.g., "rust async", "transformer models") - Gets 150-175 results in under 5 minutes Built for the Apify $1M Challenge. It's free to try – just hit "Try for…
Jan 2026 · apify.com · its alternatives →
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mention.click▲161I 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…
2025 · mention.click · its alternatives →
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Find and engage with niche audience on Reddit.
2025 · growonreddit.com · its alternatives →
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Popsy▲60Find Reddit discussions where you can promote your product
2024 · popsy.ai · its alternatives →
- 9SF
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2022 · segue.co · its alternatives →
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Upvotics▲95Hey HN! I spent way too much time manually searching Reddit for mentions of problems my SaaS solved. I'd search keywords daily, miss conversations by hours, and get buried when I finally showed up. So I built Upvotics to automate the listening part. It monitors subreddits for keywords, tracks mentions as they happen, and surfaces conversations where people are already asking for what you're building. What it does: - Real-time keyword tracking across subreddits - User/subreddit engagement analytics (karma, post frequency, sentiment) - Rule checker (catches common removal triggers before…
Apr 2026 · upvotics.com · its alternatives →
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Find Reddit threads that rank on Google and get cited by LLM
Mar 2026 · infrasity.com · its alternatives →
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Find real problems on Reddit. Build what people need.
2025 · problemsifter.com · its alternatives →
- 14
Excited to share something I've been building recently called CandySearch. I made it to solve a personal pain with a SaaS product I built, which was that we were always monitoring Reddit and Twitter to see if anyone had mentioned keywords indicating they were looking for us. Before, we had to go manually respond to posts, often missing good mention opportunities. Would love for HN folks to try it and let me know what you think!
2025 · candysearch.vercel.app · its alternatives →
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Uncover monetizable pain points in seconds. Try it for free!
Oct 2025 · reddit-problem-finder.vercel.app · its alternatives →
- 17SE
Hey HN! I've been hacking on a project and figured I'd share it with the community. CrowdView is a search engine for niche forums and message boards (MetaFilter, HN, Reddit, and 3000+ forums). Like many of you, I find Google results to be full of SEO spam and have resorted to adding "site:reddit.com" or "site:news.ycombinator.com" to all my queries (since 2015!). Otherwise, it's really hard to figure out "what does a genuine, real life human think about this thing?". But limiting my results to just Reddit isn't ideal because so much great content exists elsewhere. Lots of great information…
2023 · crowdview.ai · its alternatives →
- 18TS
2014 · stats.timgallant.us · its alternatives →
- 19
Live Audience Emotions That Drive Business Results
2017 · spottrender.com · its alternatives →
- 20
AI-powered Reddit monitoring for sales leads
Jun 2026 · trendscan-app.vercel.app · its alternatives →
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Detect hidden startup opportunities from Reddit discussions
2025 · startupsonar.io · its alternatives →
- 23
Hey everyone! I’m excited to share Community Ninja -- a tool I built to make finding and engaging with online communities way easier. If you’ve ever struggled to keep up with communities on Reddit, Facebook, or X to promote a project or connect with users, this might be for you. Here’s what it does: Community Discovery: Scans Reddit, Facebook, and X using agents to find active groups talking about your niche or product. No more manual hunting. Smart Engagement: AI analyzes conversations and suggests posts or replies that fit the group’s vibe, so you’re not just spamming links. Multi-Platform…
2025 · communityninja.ai · its alternatives →
- 24IB
Hey HN community, I built a tool that helps optimize your post for hitting the first page of Show HN. How it works: I used a Hugging Face dataset of all Hacker News posts from the past 3 years and trained a model that predicts how successful your post might be. There's still a lot of randomness on HN, so nothing is guaranteed, but the tool helps optimize your post for higher odds. A couple of interesting findings: - GitHub repo links work x3 better than regular domains - Open-source tools have a steady virality rate (13.9% - one of the highest) - "I built" outperforms "We built" - Using…
May 2026 · wannalaunch.com · its alternatives →
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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →