Verified vs scraped influencer data
Every creator database is built one of two ways: scraped automatically from public profiles. Or verified by checking the creators are real. It sounds like a technical detail. It is the difference between campaigns that reach real people and money spent on ghosts. Here is the comparison.
Start with what the words mean. Scraped data is harvested by bots crawling public profiles, grabbing whatever numbers are visible and dumping them into a database. Fast and cheap to build. But nobody checked any of it. Verified data has been through a process that confirms the creator is a real, active person and the numbers are accurate. Slower and more expensive to build. But you can trust what you act on. The gap between them does not show up in the demo. It shows up when you pay someone.
Where the difference bites
| Scraped data | Verified data | |
|---|---|---|
| Built by | Bots crawling profiles | Checked for real, active creators |
| Fake followers | Counted as real | Screened out |
| Freshness | Often months stale | Kept current |
| Dead accounts | Still in the list | Removed |
| You find out it was wrong | After you paid | You do not, it was right |
Scraped data is not always wrong. It is just unchecked, so you cannot tell which rows are wrong until a campaign flops.
The real cost of scraped data
Scraped databases look like a bargain because they are cheap to build and often cheap to buy. The cost shows up downstream. You find a creator with 200,000 followers, the data looks great, you pay them, then the campaign does nothing because 40 percent of those followers were bought and the data never caught it. You did not save money by using scraped data. You moved the cost from the subscription to the campaign, where it is bigger and harder to see.
Why KALO IQ verifies
KALO IQ hand-verifies its 100 million US creators rather than scraping them. That is the entire point of the product: when you search, you are searching real, active, accurately profiled creators, so the fraud problem is handled before you ever pay. You still choose for fit. You are just not building your campaign on numbers nobody checked.
Related
- Influencer fraud guide: what scraped data fails to catch.
- Fake follower checker: see the gap for yourself.
- US vs global databases: the other data decision that matters.
Search verified creators, not scraped guesses
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