Ad Kill-or-Scale Decision System
Pre-written kill/scale rules for small ad budgets
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Small-budget advertisers lose money two ways: killing winners too early, funding losers for weeks. The Ad Kill-or-Scale Decision System fixes that with pre-written rules. Plug in your target CPA once — every ad set gets a verdict: KILL, KEEP TESTING, or SCALE, using the 2x/3x spend rules media buyers use. Includes a break-even ROAS calculator and testing-budget allocator. For Meta, TikTok and Google advertisers spending $10–100/day. Excel-based, no subscriptions, commercial license included.
PH · launched Oct 21, 2026 · 1 upvote (top 67%) · 0 views
Niche: ad campaign management and analytics · 154 launches, 10 in the last 7 days ▼ -29% · Explore this niche →
Category and tags
- Marketing
- Analytics & BI
- B2B
- Not AI
- Commercial product
- Marketing
- Advertising
- GitHub
- E-Commerce
Visit website ↗ Source listing ↗
More like this: all 154 launches in ad campaign management and analytics →
Could you build this?
Yes This is a rule engine that applies fixed thresholds (CPA, 2x/3x spend) to ad metrics and outputs KILL, KEEP TESTING, or SCALE. It is a spreadsheet-level or simple app build.
Competitors
Other products that read as similar to this one : 109 launches clear the similarity bar, closest 8 shown.
Attention rank: #67 of 110 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 221 days after the earliest competitor.
- Scale Ads · ph · 2026-11-08 · 2 upvotes · similarity 0.47
- Playhead · ph · 2026-09-12 · 2 upvotes · similarity 0.44
- AdForge · ph · 2026-10-04 · 3 upvotes · similarity 0.43
- AdScanVideo · ph · 2026-10-02 · 2 upvotes · similarity 0.43
- ROAS Calculator · ph · 2026-10-07 · 2 upvotes · similarity 0.43
- SaliencyLab · ph · 2026-11-05 · 10 upvotes · similarity 0.42
- MetricClue · ph · 2026-09-22 · 1 upvotes · similarity 0.41
- Klexa Google Ads Budget Calculator · ph · 2026-11-14 · 1 upvotes · similarity 0.41
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