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AI Pricing & Unit Economics

Get unit economics report - just enter price, costs, cac.

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01

How it works.

Pricing & Unit Economics: provide price, costs, CAC, churn or repeat rate and get a complete unit economics report in minutes - including contribution margin, CAC payback, LTV math. Free AI workflow, no signup required to preview.

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Financial Docs & Models
Every number is paired with the 'so what', the driver, the variance and the action it implies.
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02
Unit-economics analysis (contribution margin, CAC payback, LTV:CAC, break-even).
Format & standard
03

What good looks like.

01

What it must include

Criteria
  • 01Per-unit contribution margin (price - variable cost) and gross margin %
  • 02CAC and CAC payback period
  • 03LTV (or per-customer GM x lifespan) and LTV:CAC ratio (>=3:1 benchmark)
  • 04break-even units/volume
  • 05churn or repeat-rate impact on LTV
  • 06blended vs paid CAC
  • 07pricing sensitivity and margin-at-discount
  • 08contribution to fixed costs
  • 09recommendation
02

Signals of expertise

Quality
  • ★LTV:CAC and CAC-payback (months) framing
  • ★contribution margin vs gross margin distinction
  • ★cohort-based repeat/churn input to LTV not blanket assumption
03

Common mistakes

Pitfalls
  • ×Using revenue not contribution margin
  • ×LTV ignoring churn/COGS
  • ×no CAC payback or LTV:CAC ratio
Two analysts reviewing printed performance charts together at a bright tableReviewed
Written to survive a review meeting, not just to look tidy in a folder.
Magnifying glass over a spreadsheet with a variance figure circled in redTraceable
Variances are explained by driver, not restated as a different way of saying the same total.
Wall screen showing a colourful KPI dashboard in a bright meeting roomDecision ready
Ends with recommendations and owners, so the analysis actually changes something.
04

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Analyst silhouetted against a huge glowing green performance chart on a glass wall
Analysis without a recommendation is just a longer version of the report you already had.
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