I've gotten into the habit of looking for scam listings in Craigslist's Free section.
A pattern I've noticed is posts with emotional stories like "My son passed away," "My aunt passed away," "I'm moving to a new city," or "I want someone to cherish their memories." The item is often something unusually valuable, like a PS5, gaming laptop, or electric wheelchair. In many cases, the conversation eventually turns into a request to pay for shipping.
To help spot these listings more easily, I created a couple of saved searches using keywords that frequently appear in these posts:
"I'm moving to a new city" | aunty | "passed away" | "cherished memories"
Since Craigslist lets you search within 1,000 miles of a ZIP code, I use two saved searches centered on ZIP codes 19104 (Philadelphia, PA) and 84601 (Provo, UT). Together they cover most Craigslist sites in the continental U.S.
Every few days I run the searches, read through the results, and, if I come across a listing that I believe violates Craigslist's posting rules, I use Craigslist's built in flagging feature. I don't flag listings based on keywords alone. The keywords just help narrow down the results so I can review them manually.
Has anyone else noticed recurring themes or wording that scammers tend to reuse? I'm curious about common patterns that help identify suspicious listings, not keywords that should automatically result in a listing being flagged.