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How social commerce really works.

Articles, podcast episodes, and guides on verifying sellers, recognising scams, and what the data actually says.

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Article
Apr 28 · 2026·9 min read

What we learned from 50,000 vendor checks.

A look inside the first six months of the corpus. Which platforms produce the most disputes, what fraud patterns repeat, and the surprising signal that turned out to matter more than any of us expected.

By the RatedBy teamRead
Podcast · S1 E4
Apr 21·32 min listen

"They had 8,000 followers and a fake bank account."

How a buyer used three signals to spot a fraudster before transferring money.

Before You PayListen
Guide
Apr 17·Updated weekly

How to verify an Instagram seller in under a minute.

Five-step checklist. What to look at, what to ignore, what to ask before you pay.

Buyer guideRead
Article
Apr 12·6 min read

The "verified" badge problem.

Why platform verification does not tell you what you think it does.

AnalysisRead
Podcast · S1 E3
Apr 7·28 min listen

Inside the fraud ring economy in Lagos.

A reformed scammer explains the playbook. Names removed. Patterns preserved.

Before You PayListen
Guide
Apr 4·For vendors

What changes the day you claim your profile.

Practical answer. No spin. What is unlocked, what is not, and what to do first.

Vendor guideRead
Article
Mar 30·11 min read

Why we do not show review counts.

A note on what makes reviews unreliable, and why we built a different system.

From the teamRead