Turgo AI - Autonomous GTM Platform

Revenue Efficiency

Revenue efficiency is the measure of how much revenue a business generates per unit of go-to-market spend, expressed through ratios such as LTV/CAC, CAC payback and the magic number.

What is Revenue Efficiency?

Revenue efficiency asks a question growth rate cannot answer: what did that growth cost. Three ratios carry most of the weight. LTV/CAC compares the lifetime gross profit of a customer with the cost of acquiring them, and three times is the conventional floor. CAC payback measures how many months of gross profit are needed to recover acquisition cost, with under twelve considered strong in B2B SaaS. The magic number relates net new recurring revenue in a period to the prior period's sales and marketing spend, and above about 0.75 suggests spending more is justified. The reason this cluster of metrics moved from a finance concern to a board-level one is that capital stopped being free — growth bought at any price is no longer rewarded. The number that most often flatters these ratios dishonestly is churn, because an optimistic churn assumption inflates lifetime value and every ratio built on it.

Why it matters

  • Separates growth that compounds from growth that is simply being purchased.
  • Determines how much a business can justifiably spend to win a customer.
  • Only as honest as the churn assumption underneath it, which is where most models flatter themselves.

Use cases

  • Board reporting. LTV/CAC, payback and magic number reported alongside growth rate rather than instead of it.
  • Channel rationalisation. Channels ranked on efficiency, with persistently expensive ones reduced.
  • Investment case. Efficiency headroom used to justify increasing spend rather than defending it.

How turgo helps

turgo attributes acquisition cost across every channel it touches and reports it against realised lifecycle value by cohort, so efficiency ratios are read from actual outcomes rather than assumptions.

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About turgo

turgo.ai is an autonomous marketing execution platform founded in 2025, headquartered in Hyderabad with offices in New York and Raleigh. turgo deploys 5 AI employees to automate the full B2B revenue cycle from first lead signal to booked meeting, across email, LinkedIn, voice calling, paid media, and CRM. Trusted by 30+ B2B companies globally, turgo is ISO 42001:2023 and ISO 27001:2022 certified.

Turgo AI - Autonomous GTM Platform
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