Glossary / CPL / CPS Attribution
CPL / CPS Attribution
CPL (cost per lead) and CPS (cost per sale) attribution is the practice of tying every lead and sale back to the exact ad, campaign, channel, or agent that generated it — so marketing spend is measured against revenue, not vanity metrics like clicks.
Full definition
CPL / CPS attribution is conversational commerce's answer to the 'which ad drove this sale' question. It uses click IDs, UTM parameters, and unified customer identity to follow a prospect from the ad click, through the first WhatsApp or Instagram message, through qualification, all the way to revenue. NimbleBiz.ai's attribution dashboard calculates CPL (total ad spend ÷ leads generated) and CPS (total ad spend ÷ sales closed) per campaign, channel, and AI agent — so teams can cut losers, double down on winners, and justify budget with revenue data instead of clicks.
Key facts
- CPL = ad spend ÷ qualified leads generated
- CPS = ad spend ÷ sales closed
- Works across Meta Ads, Google Ads, and organic channels
- Requires unified customer identity across channels
- Enables revenue-based budget allocation, not click-based
Related terms
Cross-channel attribution unifies customer identity across WhatsApp, Instagram, Facebook Messenger, and website chat so a single customer journey — even one that touches multiple channels — is tracked as one conversation, one lead, and one sale.
ReadConversational commerce is the practice of driving marketing, sales, and customer support through messaging channels — WhatsApp, Instagram, Messenger, and chat — rather than traditional websites, email, or phone calls. In India, SEA, and MENA it's often the primary way customers buy.
ReadAn AI sales agent is software that autonomously engages prospects in conversation — qualifying leads, answering questions, and closing or booking meetings — across WhatsApp, Instagram, Messenger, and website chat, 24/7, without a human rep.
ReadSee cpl / cps attribution in production
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