How to spot fake views on Instagram Reels and YouTube Shorts
Views can be bought for very little, which makes view counts alone a poor measure of reach. The good news: fake views leave clear fingerprints. These are the signals we check before any brand money moves.
1. Views far above the creator's normal
If a creator's videos usually get 5,000 views and one suddenly gets 200,000, it may be a genuine hit, or it may be bought. Compare against the creator's recent median, not their best-ever video.
2. Very low watch time
Real viewers watch a meaningful share of a short video. Bot traffic often registers a view and leaves. Average watch percentage is one of the most reliable signals available in YouTube Studio and Instagram Insights.
3. Engagement that doesn't add up
Real audiences like, comment, share and save. A video with huge views but almost no interactions, or with comments that are generic, repeated or in an unrelated language, deserves a closer look.
4. Strange traffic sources and geography
For an Indian brand, a large share of views from other countries, or from external sources rather than the platform's own feed, is a red flag. For local campaigns, check the share of viewers in the target city.
5. A growth curve that spikes and stops
Organic videos grow in waves as the algorithm tests them. Bought views often arrive in a single burst, with most of the total landing within one hour.
6. Shared devices and payment details
View farms often run many accounts from the same devices, IP addresses or payment details. Matching these across creators in a campaign exposes coordinated fraud.
How we use these signals
Every submission is scored across eight signals. Clean videos are paid in full, borderline ones are paid on a share of views, suspicious ones go to human review, and clear fraud is rejected with the creator flagged. Brands only pay for views that pass.