Tutorial and review comment sections are full of "how do I…", "this broke for me", and "what tool does this" - high-intent questions hiding under view counts. Needle searches YouTube comments alongside Reddit, Hacker News, and Stack Overflow and ranks by buying intent so you find motivated viewers, not just popular videos.
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Search your category plus how-to and comparison terms - that is where buyers ask for tools.
View count ≠ demand. Intent scoring prioritizes problems and "what do you use" over "great video!".
Add genuine value in-thread. Needle finds the comments; you keep the relationship.
Convert video comments on product tutorials and reviews into high-value B2B pipeline.
When users comment on competitor tutorials asking how to solve a limitation or bypass a bug, it is the perfect window to present your alternative.
Creators publish video comparisons of products. The comments are filled with prospective buyers asking "which one should I choose for my company?"
YouTube commenters are highly engaged with the content. Answering their technical questions under relevant videos positions your brand as an expert.
These are the kinds of posts our AI catches every day, automatically classified into actionable lead signals so you can respond instantly.
“Does this database support ACID transactions across regions? I'm evaluating this against Supabase for our next project.”
“Great video! But $299/mo for their API is steep for small projects. Are there any cheaper alternatives that offer the same OCR accuracy?”
“I spent 2 hours trying to get their React SDK to compile, but kept getting bundler errors. Has anyone successfully used this with Vite?”
Preview from your URL, then search communities with buying intent on paid plans.