What Reddit actually recommends.
01Field guide
How the ranking works
Product Finder starts with Reddit threads where people are already comparing options in your category. It keeps the active discussions, then reads comments from the four threads with the most replies.
The comments are checked for named products and brands. The mention count is calculated from the collected comments after extraction, so the ranking follows the source text instead of a model estimate.
Each result keeps up to three linked comments as receipts. Read those before you buy. A high count shows repeated attention, while the quotes explain what people liked, what they questioned, and what they would avoid.
02FAQ
Product finder FAQ
How does Product Finder rank products?
It searches Reddit for threads about the category, reads the most useful comments, identifies named products, then counts how many collected comments mention each one. The list is sorted by that count.
Is Product Finder free?
Yes. You can run free searches without an account. Repeated searches are cached, so popular categories often return immediately without using another public run.
Why use Reddit for product recommendations?
Reddit threads contain detailed comparisons from people who have tried several options. The useful part is not a single opinion. It is the repeated product names and reasons that appear across many comments.
What does mentions mean?
Mentions is the number of comments in this search that name the product. It is counted from the collected comments in code after extraction, not estimated by the language model.
How do I get every comment behind the ranking?
Open the linked receipts to inspect individual comments. To collect the full conversation and turn it into ad angles, scrape the source threads in Adlicio.
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FROM PRODUCTS TO ANGLES
The product list is useful. The reasons behind it make the ads.
Try Adlicio free. Scrape the full threads and turn customer language into ranked angles and hooks.
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