Judge a source by history, incentives, and independent corroboration. Follower count and production polish are weak signals that are easy to fake or inherit.
What actually carries weight
Strong signals
- A track record of verifiable posts
- An independent source confirming the same event
- A clear, checkable chain back to an original
Weak signals
- High follower count
- Professional-looking editing
- A second account reposting the same file
The independence rule
Two accounts sharing one file are one source wearing two names. Independent confirmation requires a different origin — a different photographer, agency, or vantage point — not a second copy of the same media.
A repost chain that looks like confirmation
A dramatic clip appears on a large account, then on three smaller ones within an hour, each with slightly different wording. It looks corroborated. But all four carry the same file, the same compression artifacts, and the same original upload time. Nothing independent has confirmed the event; the appearance of confirmation is just the same file moving. Finding one separate source — a local news outlet with its own footage, or a bystander with a different angle — is what would actually change the judgment.