April 2026, one ad account, one vibe-coded SaaS. This is the itemized receipt — every rule, every number, every mistake that produced a 3.87x month. Written by the man who paid the bill.
PIXEL-ATTRIBUTED · META ADS MANAGER · EXPORTED VIA WINDSOR.AI · AUG 27, 2026
Not a montage. A sequence of decisions with dates on them — each one becomes a chapter.
Fresh account, cold pixel. $57.19 spent, zero sales. The testing machine boots: $50/day ad sets, single ad each, FB + IG Feed only, US only.
$272.32 → $1,096. The receipt-style creative family and the price-anchor copy find each other. Everything else dies by the rules.
Winners hit the threshold — spend jumps to $614.78/day. Same post IDs migrate to the scaling campaign so not one comment, like, or proof-point is lost.
$567.47 → 47 sales → $6,577.89. An 11.6x day. The blueprint shows exactly which ad, which audience, and why it was already scheduled to scale before the day happened.
$1,295.32 → $5,908.43. Winners consolidate into CBO — too early kills learning, too late leaks budget. The trigger is in the receipt.
$102,431.19 attributed. 818 customers. 3.87x. The final module covers the hard part — keeping a winner alive after the peak.
Each one ends with something you can run the same day.
All 30 days: spend, revenue, purchases, ROAS — the raw table this entire site is built on.
Claude-built SaaS → offer math → funnel → pixel hygiene. Why lifetime-deal pricing prints on cold traffic.
$50/day ad sets, one ad per set, FB + IG Feed only, US first. Why wide-open testing is a donation to Zuck.
Exact dollar thresholds for executing ads — no feelings, no "one more day". The module that pays for the book first.
Price-anchor math beats adjectives. Anchor + qualifier converts buyers; anchor alone converts clickers. No acronyms in cold traffic.
The receipt/invoice creative family — highest hit-rate we've ever run. Statics beat video 2.03x vs 0.97x. The 5-second GIF exception (40% hook rate).
Graduate at proof, not hope. Same-post-ID migration that keeps social proof alive. CBO consolidation timing. 28-country expansion order.
What hunts a winning month — creative fatigue, itchy budget fingers, targeting floods — and the standing orders that keep winners alive.
100+ campaign lessons from six months of daily fire: what ran → what happened → the rule it produced. Indexed, searchable, brutal.
These run my account today. Numbers, not moods — an ad never gets "one more day."
of one average April day's ad spend ($883)
of ONE saved bad ad set ($150) — Module 03 catches those weekly
of the $102,431.19 the method attributed in April
The receipt ends April 30. The spend didn't. I'm past $1K/day right now — and the current weeks are members-only. The live version is The Live Ledger.
See the live feed →Instant access after checkout: the 9-module playbook plus the full April ledger and the 100+ lesson vault, readable on anything. Updates to the edition are included.
They're pixel-attributed figures straight from Meta Ads Manager, exported via Windsor.ai on Aug 27, 2026. Attribution isn't bank profit — it's the same report every media buyer optimizes against, shown here without cropping out the bad months.
April cost $26K. The system starts at $50/day — that's what it was built on in March. The kill rules exist precisely so small budgets survive long enough to find a winner.
30 days. Read it, run it — if it didn't sharpen your account, email the receipt back and I'll refund the $19. I keep the losses on my ledger, not yours.
818 people bought from these ads in April. You're buying the reason they did.
Get The $100K Receipt — $19