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How SniffRaff works

Two dogs. One bloodhound that sniffs out problems. One St Bernard that shows up with the fix. Here's exactly what happens under the hood.

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Sniff tracks what people are asking

Our bloodhound runs every hour across Reddit, TikTok, Google Trends, Hacker News, Amazon reviews, and a dozen more sources. He's looking for emerging questions โ€” "why is my nail going brown?", "what actually fixes X?", "has anyone found something for Y?" โ€” the same curiosity showing up across thousands of people at once.

Sniff doesn't just find noise. He extracts the underlying question, scores how many people are asking it, and checks whether the community has already surfaced answers that work.

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Scoring โ€” is it worth solving?

Not every complaint is an opportunity. Our scoring engine weighs volume (how many people), velocity (is it growing?), commercial intent (are people actively looking to buy?), and fix validation (has the community already tried solutions?).

Problems that hit a threshold become candidates. The rest get watched in case they grow.

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Raff finds the fix

Once a problem scores high enough, Raff goes searching. He cross-references AliExpress, CJ Dropshipping, Printful, and direct suppliers to find a product that actually solves the problem the community identified.

Raff won't list just anything. The product has to match the complaint โ€” validated by the community's own upvoted fixes.

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Community validation, not paid placement

Every product on SniffRaff traces back to a real complaint thread. The fix was upvoted and validated by real people before Raff ever sourced it. We don't accept advertising. We don't do sponsored listings.

If it's here, it's because the community already proved it works.

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You buy it, we handle the rest

Checkout is handled securely through Stripe. Fulfilment goes through our supplier network โ€” most orders ship within 3โ€“5 business days. We send you tracking as soon as it's available.

30-day returns on everything. No questions asked.

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Ready to see what they found?

Every product on the shelf right now was sniffed out from a real complaint.

Browse products โ†’