Like panels
A thumbs-up count with no viewers behind it.- Who likes Accounts that never press play.
- Which video Often unclear, or applied in bulk.
- Proof A rising number and nothing else.
- Your login Some tools want your Google account.
- How it arrives Hundreds of likes before anyone could watch.
- Cost Priced per like, often removed later.