How Deeslop decides.

what it removes

• Paid slots at the top, middle and bottom of a results page.
• Sponsored brand blocks and carousels inside the result list.
• Any row carrying Amazon's own sponsored label, whatever its layout.

what it does not

• A paid placement Amazon has not labelled. We do not guess.
• Amazon's own first-party promotion of its own brands.
• Sponsored placements on other Amazon domains. Only www.amazon.com is supported.

what it removes

• Single-token names of 4 to 11 letters with almost no vowels.
• Names with 4 or more consonants in a row, or no vowel in the first 3 letters.
• Names built from letter pairs that occur in no English word.
• Three or more of the rarest letters — J, Q, X, Z, V, W — crammed into one name.

what it does not

• Anything on the Known-good list. That check runs first and always wins.
• Multi-word names. Real companies name themselves "Klein Tools" and "Joseph Joseph".
• Names under 4 or over 11 letters. Too short to read, or long enough to be words.
• A pronounceable shell brand. A name that reads like English passes this rule, and some do.

what it removes

• A listing whose product was swapped under an older review history.
• Unrelated variations merged so one score covers several products.
• Review dates arriving in tight clusters rather than spread over the listing's life.

what it does not

• A listing we have never been asked about. The file is built one listing at a time.
• Paid or incentivised reviews on a listing that has always sold the same thing. That is a different problem and we do not claim to solve it.
• Anything, when our server is unreachable. The Receipt says so instead of guessing.