AI Social Intent Lead Discovery Engine
817 Signals+32

AI Social Intent Lead Discovery Engine

Automatically surface high-intent buyers from Reddit, LinkedIn, and social platforms—then generate personalized outreach in seconds.

Added Mar 28, 2026

Last signal 2h ago

Monitoring Reddit for high-intent buyer signals and automating outreach
Sales & Lead Generation
B2B SaaS
Social Selling
Opportunity Score
Opportunity: Medium (70%)
Evidence Strength
Vol: 4%
Urg: 82%
Spec: 82%
Market Analysis
medium
$ high
5M B2B sales professionals and startup founders globally
The Problem

B2B founders and sales teams waste weeks on cold outreach with dismal response rates, missing the fact that potential buyers are already discussing their pain points on Reddit, LinkedIn, and other social platforms. Manually searching these platforms for high-intent posts is effective but extremely time-consuming, and without a systematic approach, the best leads slip through unnoticed.

Potential Solution

A real-time monitoring engine that scans social platforms like Reddit and LinkedIn for posts exhibiting buying intent—complaints about competitors, recommendation requests, and pain-point discussions. It scores each lead by intent strength, enriches profiles, and auto-generates personalized outreach copy tailored to the specific conversation context, turning hours of manual prospecting into an automated pipeline.

Why Now?

Social selling is rapidly overtaking traditional cold outreach as buyers increasingly vet solutions in public forums before engaging vendors. The rise of capable LLMs makes it finally possible to accurately score intent from unstructured social posts and generate contextually relevant, non-generic outreach at scale.

Market validation
Opportunity score

70

62% score confidence
Search demand

Trend snapshot pending

Competition (0)

No matched competitors yet

Showing 1-20 of 20 signals

i'll find where your first customers are hiding. drop what you built
r/microsaasJul 23, 2026

i've done this for a bunch of founders over the last month and it's the same story every single time, so i'll keep going. quick context so this doesn't read like some rando offering: i've launched 8 products, done millions of organic reddit views with zero ad spend, ran growth for a YC backed company, and lovable flew me out to their HQ at 18. reddit's been the engine behind basically all of it. but that's not the point. the point is what doing this over and over taught me. your customers are already on reddit right now, today, posting about the exact problem your product solves. they're just not in the room you're posting in. most founders drop their launch in r/startups and r/SaaS, which is a crowd of other builders who will never buy anything, and then wonder why nothing happens. meanwhile the people who'd actually pay are two subreddits over, complaining about the thing you fix, with no idea you exist. a guy in my DMs last week sells a tool for pet sitters. his customers weren't in any "startup" sub, they were in a community of sitters ranting about how big a cut the big platforms take from every booking. that's the whole game. find the room where they're already frustrated, be genuinely useful in it, and let them come to you. if you want to learn to find that room yourself, i wrote up my entire reddit playbook, free, no email wall: [sentrive.ai/.../reddit-growth-playbook](sentrive.ai/.../reddit-growth-playbook) or just drop what you're building and who you think your customer is, and i'll tell you the exact subreddits where your first 100 are actually hanging out. happy to keep going. If you can't wait and want your marketing to get handled immediately, I built a tool that does this automatically ([sentrive](sentrive.ai)) because I got tired of doing it by hand, but you don't need it, drop your product below and I'll do yours. 20, building from swe...

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SubSnipe — Free Reddit Marketing Tool
r/SaasDevelopersJul 22, 2026

I created a chrome extension called SubSnipe that helps you find potential customers on Reddit. You choose the subreddits and phrases you want to track, and it pulls relevant posts like “looking for,” “any alternatives?” and “can anyone recommend?” into one feed. It can also draft replies using your own OpenAI API key, track responses, manage multiple accounts, and show whether links are allowed. Nothing posts automatically, you review and approve everything so nothing violates TOS. Learn more: [SubSnipe](subsnipe.thomasunise.com)

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I replaced hours of manual startup research with a bot that finds evidence-backed problems
r/micro_saasJul 21, 2026

Most startup idea tools generate another list of “10 promising SaaS ideas.” The problem is that an idea can sound good without solving something people genuinely experience. Before spending weeks building, you still need to search communities, read discussions, compare complaints, check alternatives, and determine whether the problem is recurring or just one person’s frustration. I built **GripeToGold** to automate that research. The bot collects public discussions from **Reddit, Hacker News, GitHub Issues, and Stack Exchange**. When authorized data is available, it can also include signals from **X and G2**. It then: * Filters irrelevant posts and weak keyword matches * Consolidates duplicate and near-identical complaints * Groups discussions describing the same underlying problem * Checks whether the signal comes from one isolated community or multiple independent sources * Evaluates frequency, freshness, relevance, and source diversity * Ranks the strongest problems and turns them into structured opportunities This is different from manually scrolling through Reddit because manual research is usually limited by the keywords and communities you already know. It is also difficult to consistently compare hundreds of discussions using the same criteria. GripeToGold doesn’t simply count mentions or generate random ideas. Its purpose is to reduce research time and help you discover problems you may not have found on your own. A report can help uncover opportunities such as: * A repetitive workflow that small businesses still manage with spreadsheets * A missing feature repeatedly requested in GitHub issues * An expensive SaaS product users actively want an alternative to * A frustrating e-commerce process affecting sellers across different platforms * A creator workflow involving too many disconnected tools Every opportunity includes the recurring problem, supporting s...

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What if prospects already knew your name before your first message?
r/GrowthHackingJul 20, 2026

Most cold outreach gets ignored for one simple reason. Your prospect has never heard of you. Sending more emails or LinkedIn messages doesn't solve that it just creates more noise. That's why we built Fuzzy AI. Instead of starting with cold outreach, Fuzzy helps you build familiarity first through thoughtful LinkedIn engagement, then launches personalized outreach in your own voice. It helps you: * ⁠Find people already engaging in your market * ⁠Stay visible with AI-assisted comments * ⁠Launch personalized LinkedIn & email campaigns * ⁠Manage research, sequences, replies, and workflows in one place Built for founders, SDRs, and B2B sales teams that want conversations not just more outbound messages. The goal wasn't to automate cold outreach. It was to make every outreach feel a little warmer. Launched today on Product Hunt 🚀 Do you think building familiarity before outreach leads to better conversations, or is great personalization enough? Please show your support and share your feedback on PH → [producthunt.com/.../fuzzy-ai-2](producthunt.com/.../fuzzy-ai-2)

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Found a way to see which Reddit communities your customers are actually in (not just guessing)
r/smallbusinessJul 19, 2026

I've been building SaaS tools for a while and kept making the same mistake — posting in subreddits that felt right but had no actual buyers in them. So I built something to fix that. You put in your website URL or a keyword, and it maps out: * Which subreddits your target customers are actually active in * Reddit threads that are ranking on Google right now (so you know where the real traffic is) * What keywords people are searching before they land on Reddit * Ready-to-use comment scripts that fit naturally into conversations Tested it on a few well-known SaaS products and the results were pretty eye-opening — huge communities being completely ignored.

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