Insider's Two-Pack — Forecast vs Actual

Cay Skin · Retro for Anish · Prepared June 9, 2026 by ScaleCreative · Closes the loop on the original projection

The two projections we started with

There were two numbers on the table before launch, and the gap between them is the whole story.

ProjectionRevenueOrdersImplied CVRBasis
Deck forecast (original presentation)$8,700 mid2900.66%Top-down; assumed 3.5–5.0% landing-page CVR
ScaleCreative recalibration (Apr 28)$1,500–$4,000 net~45–1200.03–0.052%24 mo of Klaviyo history, 81 sends, 2.69M deliveries
The recalibration flagged the deck as "2–6× too aggressive" and a "22× overshoot" on conversion — in writing, before a single email sent. The brand shipped anyway because the upside of a first-of-kind mechanic isn't priceable from history. This retro measures against both so the deck-vs-reality gap is explicit.

Where we landed

$903.48
Gross revenue to date
25
Orders
~0.033%
Blended email CVR
~$1,400
Projected final (incl. remaining sends)
 Deck forecastRecalibrationActual to dateProjected final
Revenue$8,700$1,500–$4,000$903.48~$1,250–$1,550
Orders290~45–12025~30–35
% of deck100%—10.4%~16%
vs recalibration—100%below floor~floor

Versus the deck: ~10% of revenue, ~9% of orders — a 6–10× miss, exactly as predicted. The deck was never defensible.
Versus the realistic recalibration: we're tracking to the floor of the $1,500–$4,000 band — bottom of the defensible range, not outside it.

Why we landed at the floor, not the middle

  1. 1. The dormant pool converted at half the baseline — the single biggest driver. The ~56k dormant contacts (the bulk of volume) came in at 0.016% CVR vs the 0.03% the floor assumed. That gap alone is ~$270 of missing revenue. The floor quietly priced dormant as an average send; it performed like a worst-quartile one.
  2. 2. The Two-Pack mechanic never delivered promo-tier upside. The $4,000 ceiling required the novel bundle to convert like Cay Skin's best historical % off promos (0.052% CVR / 3.53% LP CVR). It converted at or below an average dormant send. This matches the BFCM-2024 finding on file: bundle/threshold mechanics underperform straight sitewide-% off by 4–5× for this audience. The "unpriceable upside" broke toward the downside.
  3. 3. Execution faults removed deliverable volume. W3c Brand lost ~19,600 to a list-population race, SMS2 delivered zero, W1 and SMS1 fired as same-audience double-sends (unique reach below send count). Fewer quality impressions than the model priced → fewer orders at any given rate.
  4. 4. The click-to-conversion gap we flagged was never closed. The April analysis warned in bold that the creative had to fix the click-to-conversion gap, "not just the open rate." Opens were stellar (60–67% on warm waves); email CTR stayed anemic (0.4–1.7%) and conversion tiny. The predicted bottleneck was the actual failure mode — and the landing-page funnel pull that would have diagnosed it was never run.
  5. 5. Where it went right: the small warm segments (W1–W2) beat even the promo ceiling at 0.17% CVR — ~10× the dormant rate. The campaign's entire revenue concentrated here. The model's upside lived in this audience, but at ~6,400 delivered / $372 it was too small to lift the total.

Two caveats worth stating plainly

Gross vs net. The recalibration was a net range; the $903 is gross attributed revenue. The Two-Pack is $30 for two full-size sticks with free shipping — a thin-margin offer. On a net basis we sit further below the $1,500 floor than the gross figure implies. As a pure revenue event, the campaign underdelivered against even the realistic floor.
Revenue was never the scorecard. The recalibration's own framing was "ship anyway — the upside isn't priceable." The return was reactivating a list silent for 12 months and producing segment-level conversion data we didn't have. The brand's strength (opens) held; its weakness (conversion) held. The campaign confirmed the diagnosis rather than beating it — and left a partially cleaned, re-engaged base whose value shows up in future sends, not this month's total.
Bottom line for Anish: We performed essentially as the data-grounded model predicted — at its floor. The deck's $8,700 was the fantasy, and ScaleCreative called that 6 weeks before launch. The shortfall against the floor traces almost entirely to two things: the dormant pool converting at half its assumed rate, and the novel bundle mechanic failing to clear the promo bar. The strategic read forward: stop chasing dormant-pool revenue (re-permission and sunset it), and redirect spend toward the warm/engaged segments and proven % off mechanics, which are where every dollar of this campaign actually came from.