Attribution tells you what took credit. Intelligence helps explain what happened before it.
Credit allocation and demand context answer different questions. Use them together without treating a recorded association as proof of causation.
- 01Demand context↓
- 02Audience↓
- 03Campaign↓
- 04Touchpoints↓
- 05Customer↓
- 06Attribution
Last-click and first-touch
Last-click assigns credit to a final eligible interaction under the model’s rules. First-touch preserves the first recorded interaction. Both depend on tracking coverage, identity, windows, and the definition of a touchpoint.
Multi-touch attribution
Multi-touch methods distribute credit across recorded interactions. The allocation rule may be useful for reporting, but it does not automatically reveal incremental impact or recover interactions that were never observed.
CRM and revenue attribution
CRM attribution connects source and campaign context to leads, opportunities, and customers. Revenue attribution extends that connection to recorded value. Stage discipline, deduplication, and customer identifiers determine how complete the chain is.
Add the upstream decision
Market, audience, signal category, territory, audience source, and prioritization explain why an audience entered the campaign. These inputs can contextualize attribution without inventing hidden touchpoints or claiming causation.
Continue exploring
Measure the entire path from market to customer.
A measurement framework connects the original audience decision to the systems that record engagement, customers, and revenue.
Explore Measurement →Signal-to-Revenue AttributionWhich market signals actually lead to customers?
The strategic goal is to connect upstream audience characteristics and signal categories with downstream outcomes where the required data is available.
Explore Signal-to-Revenue Attribution →Revenue OperationsConnect market intelligence to the revenue system.
Reliable CRM fields, lead routing, attribution, lifecycle definitions, territories, and a usable feedback loop.
Explore Revenue Operations →Your market. An informed next move.
Define your offer, geography, available data, and intended channels. We’ll scope the intelligence and activation options for your program.
Add Demand Context to Attribution ↗Signals indicate potential commercial relevance—not certainty that an individual will purchase. Coverage, permitted destinations, and refresh availability vary by program.