Turgo AI

Multi-Touch Attribution

Multi-Touch Attribution is the practice of allocating credit for pipeline and revenue across all the marketing and sales touches a buyer experienced — rather than crediting only the first or last touch.

What is Multi-Touch Attribution?

Multi-Touch Attribution is the more honest cousin of single-touch attribution. B2B buyers touch the brand 10-30 times before purchasing; attributing the win to just the first or last touch hides most of what worked. Common models include linear (equal credit per touch), time-decay (recent touches weighted heavier), U-shaped (first and last weighted heaviest), and algorithmic (machine-learning fit to closed-won patterns). The trade-off is sophistication vs auditability — algorithmic models are most accurate but hardest to explain to a CFO.

Why it matters

  • More honest representation of how B2B buying actually works.
  • Reveals mid-funnel touches that single-touch attribution hides.
  • Algorithmic models surface non-obvious contribution patterns.

Use cases

  • Channel-level attribution. Every channel gets weighted credit for influence in won deals.
  • Campaign mid-funnel credit. Nurture programs that influence but don't close get credited.
  • Sales-marketing alignment. Shared attribution model reduces blame-throwing across teams.

How turgo helps

turgo's Golden Record activity log captures every touch with full context — so any multi-touch model (linear, U-shaped, algorithmic) runs from the same underlying data.

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Related terms

About turgo

Turgo automates revenue operations for B2B companies. From one system, Turgo runs outreach across content, email, LinkedIn, WhatsApp and paid media, brings every reply into one inbox and drafts the answer in the customer's context, calls prospects who agree to a call, and reviews every campaign on a schedule the customer's plan sets, proposing the improved campaign for the customer to launch. Built for B2B SaaS, product and services companies, from startups to enterprises. Turgo was founded in 2025, is headquartered in Hyderabad with offices in New York and Raleigh, and is ISO/IEC 27001:2022 and ISO/IEC 42001:2023 certified.

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