Reduce irrelevant marketplace matches without over-filtering

Sort noise into a few useful groups

Open ten or twenty unsuitable listings and ask why each one failed. Common groups include accessories instead of the item, services instead of goods, a different generation, the wrong size, wanted posts and damaged projects. A group you can name is easier to remove than a vague sense that the search is bad.

Do not treat a surprising but potentially useful alternative as noise too quickly. If you would still contact the seller at the right price, keep it visible while you learn. The goal is a Feed worth reviewing, not a perfectly uniform catalogue.

Change the smallest useful thing

Add one distinctive leave-out phrase or clarify one must-have detail. Then give the search enough new listings to show whether the edit worked. Changing keywords, price, distance and condition together makes it impossible to know which decision improved or damaged the results.

Prefer words tied to the unwanted object. Excluding “case” may hide “camera with original case”; explaining that the camera body must be included is safer when the product can interpret that detail. Review the wording in the plain-language summary before saving.

Know when to split the search

Two intents should become two searches when they need different budgets, sizes, locations or review checks. A complete bicycle and a spare wheel do not belong in the same feed. Neither do a family car and a weekend project, even if both could use the same brand.

Each Flipinator search watches one marketplace and uses one capacity slot at its selected timing. Splitting is most valuable when it creates two genuinely clearer jobs, not when it merely repeats the same broad search with a cosmetic word changed.

Common questions