Explainer breaks down general and sophisticated invalid traffic in digital ads
· 2h ago · Originally reported by HackerNoon
HackerNoon published an explainer on the two main categories of invalid traffic (IVT) in digital advertising: general invalid traffic, which covers basic bots and accidental clicks, and sophisticated invalid traffic, which involves harder-to-detect schemes like spoofed traffic and fraud rings. The piece outlines how the distinction shapes detection and reporting.
Why it matters
Understanding the difference between basic and advanced bot traffic helps buyers and sellers know what their measurement vendors should actually be catching.
Explain it like I’m new here
It's like sorting litter on the street (easy-to-spot junk traffic) from a clever shoplifter (sneaky fraud) — you need different tools to catch each.
Read the original at HackerNoon
Terms in this story
SIVT (sophisticated invalid traffic)
SIVT (sophisticated invalid traffic) is invalid traffic designed to look human or legitimate, which can only be found through advanced analytics, multi-point corroboration and often human review.
Invalid traffic (IVT)
Invalid traffic (IVT) is any impression, click or visit not coming from a real person with a genuine chance to see the ad, whether caused by bots, fraud or error.
GIVT (general invalid traffic)
GIVT (general invalid traffic) is invalid traffic that can be identified with routine, list-based or parameter-based filtration, such as known crawlers, data-center traffic and non-browser user agents.
Bot traffic
Bot traffic is visits, ad impressions or clicks generated by automated software rather than people, ranging from honest search crawlers to fraudulent bots built to look human.
Go deeper
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