Reddit Opportunity Finder by Infrasity
Find Reddit threads that rank on Google and get cited by LLM
76 followers
Find Reddit threads that rank on Google and get cited by LLM
76 followers
Find Reddit threads where your product belongs. Reddit Opportunity Finder surfaces high-intent discussions, maps the subreddits your ICP lives in, suggests human-sounding replies, and alerts you when your brand or keywords are mentioned. Plus see which Reddit threads rank on Google and get cited by ChatGPT before your competitors do.
Congrats on the launch!
Honestly this is something I wish existed a couple of years ago. I've worked with a few SaaS teams where we'd ship something solid, decent architecture, real users, clear value, and then someone would screenshot a Reddit thread where a competitor was getting recommended over and over, and nobody on our team even knew that thread existed. Worse, we'd be running surveys trying to understand user pain points while the answers were sitting right there in those threads the whole time.
We'd lose deals not because of the product but because we weren't in the conversation. And by the time we found those threads, they'd been ranking for months.
The LLM citation angle is what really gets me though. Most teams still don't realise how much ChatGPT and Perplexity pull from Reddit to form recommendations. If you're not in those threads, you're simply not being mentioned, and that's becoming a distribution problem as real as SEO ever was.
Good luck with this. It's solving a gap that's only going to get bigger.
Thank you@andy_bai. You just described the exact scenario we kept seeing with our clients.
The part about running surveys while the answers were already sitting in Reddit threads hits hard. We've seen teams spend weeks on user research only to discover competitors were already being recommended in high-ranking threads they had no idea existed.
You're spot on about the LLM citation angle too. Most teams still think of Reddit as social media, not realizing ChatGPT and Perplexity are pulling recommendations directly from those threads. It's becoming a discovery and distribution layer that nobody's systematically tracking.
Would love to hear what you find if you run your domain through it. The "threads ranking for months" issue you mentioned is exactly what the Google ranking filter is designed to catch.
Thanks for your thoughtful comment.
Never thought Reddit could be the platform feeding in a lot of buying opportunities for brands.... but being such a peer-driven and validation platform ... appears to be a lot of onbaording and evaluation discussions are happening over Reddit with LLM and AI model ingestion from these Reddit Conversation as the cherry on the top of it !
@apoorv_tripathi1 You've captured exactly why this matters. Reddit shifted from being a community platform to becoming a peer validation layer that feeds into how people discover and evaluate solutions.
The onboarding and evaluation discussions are especially valuable because they're high-intent. Someone asking "Should I use X or Y for my use case?" in a subreddit is often further along in their buying journey than someone reading a blog post.
What's changed dramatically in the past year is LLMs treating Reddit as a trusted source for recommendations. ChatGPT will cite a Reddit thread over a vendor's own marketing site because it's perceived as more authentic.
We're seeing B2B brands that completely ignored Reddit suddenly realize they're losing deals because they're not part of these conversations at all.
Thanks for the comment and support!
Happy to answer any questions about how this works!
One thing that surprised us during development: we found that 70%+ of B2B SaaS companies we analyzed had zero presence in Reddit threads that were ranking on page 1 for their main keywords. Meanwhile, competitors were actively being recommended.
The ChatGPT citation tracking was an afterthought initially, but it turned out to be the most eye-opening feature for users.
Love how simple this sounds to use! I just used it and it is actually pretty fast. I think most teams think of Reddit as just a community channel, but this just makes it feel like a discoverability layer. Curious to see how this changes how teams prioritize content vs conversations!
@paramita_kalita Thanks for trying it! Glad the speed worked for you.
The "discoverability layer" framing is spot on. We're seeing teams realize that being helpful in the right Reddit threads can have more SEO and LLM visibility impact than publishing another blog post.
The conversations ARE the content now, at least in terms of how people discover solutions.
Curious how you're thinking about balancing the two on your end?