THE SHORT ANSWER
Customer journey analytics examines sequences of interactions before and after an outcome to understand paths, friction and channel roles. It should preserve observation limits rather than compressing every person into one supposedly complete linear journey.
Map the observable journey
A customer may discover a need through social content, research through search, compare on a marketplace, return directly, respond to email and later purchase after an offline conversation. No single channel report necessarily observes or owns that sequence.
Separate touchpoint evidence from the customer's underlying motives. A sequence shows recorded interaction, not why the person preferred, delayed or rejected the offer.
Use paths, funnels and cohorts for different questions
| View | Best question | Main limitation |
|---|---|---|
| Path | Which observed sequences occur around an event? | Paths can become fragmented and hard to compare |
| Funnel | Where do people progress or stop in defined stages? | The selected stages simplify reality |
| Cohort | How does behaviour develop after a shared start? | Maturity and selection must be comparable |
Evidence & context: Google Analytics Help
Identity and privacy create gaps
Device changes, consent choices, browser limits, marketplaces, offline interactions and untagged links can break the record. Analytics products may model some missing outcomes under documented conditions, but a modeled event is still an estimate rather than an observed individual path.
Describe the observable scope and do not use invasive identity workarounds to create an illusion of completeness.
Evidence & context: Google Analytics Help
Ask what role each touchpoint may play
- Introduces the problem or category
- Supports research and comparison
- Builds trust or resolves an objection
- Captures active intent
- Completes a transaction
- Supports use, service or repeat behaviour
For AI-mediated search journeys, connect this analysis to How Search Is Changing. Use attribution models to understand assigned credit without claiming a perfect history.
Sources & further reading
- Get started with Explorations
Google Analytics Help. Official guidance for funnel, cohort, path, segment and lifetime explorations. Technique availability does not establish that an observed pattern is causal.
- Key events attribution paths report
Google Analytics Help. Official documentation for observed touchpoint paths and fractional credit. Paths are limited to interactions the system can observe and the selected key event.
- About modeled key events
Google Analytics Help. Official description of modeled key events under observation gaps. Modeled values remain estimates and may differ across reporting surfaces and processing times.
Examples and exercises are illustrative unless attributed to a source. No independent expert review is claimed.
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