Many advertisers unknowingly pay for clicks from irrelevant regions, leading to wasted spend and inflated CPC. AdSight delivers real‑time, verified click‑origin data with anomaly alerts and actionable targeting recommendations, ensuring every dollar is spent where it matters.
Quantitative Score Breakdown
complaint frequency
1.5
growth rate
9
competition density
10.5
monetization potential
9
technical feasibility
7.5
search interest
4.8
Evidence Signal (1)
Raw Complaint Log
hn • r/hackernews
Comment on: Marketers are Addicted to Bad Data (2020)
Many years ago I audited my friend's AdWords for his East Tennessee barn wedding venue. The person who set it up hadn't targeted any geo at all. Something like 60% of the clicks came from Malaysia, IIRC. CPC was around $2.I could never figure out how that would work, or why. I mean, was Google actually doing this? That is hard to believe. But, who else would a have motivation to do that? I still have no idea what was going on there.
Recommended execution roadmap for "AdSight: PPC Click Origin Auditing"
1
Analyze Complaint Signals
Examine the 1 harvested raw posts to map specific feature complaints, workflow workarounds, and user friction points.
2
Scope Core MVP
Build a minimalist solution focused exclusively on solving "Many advertisers unknowingly pay for clicks from irrelevant regions, leading to wasted spend and inflated CPC...." without feature bloat.
3
Engage Early Adopters
Directly engage users in subreddits and developer forums who expressed frustration to offer early access beta invites.
Many advertisers unknowingly pay for clicks from irrelevant regions, leading to wasted spend and inflated CPC. AdSight delivers real‑time, verified click‑origin data with anomaly alerts and actionable targeting recommendations, ensuring every dollar is spent where it matters.
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