Separating channel credit from session continuity
Why mixing attribution stories with device handoffs confuses leadership reports.
Channel attribution answers which campaign influenced a decision. Session continuity answers whether the same person kept moving through an application across devices. Those questions share a timeline and little else.
Trouble starts when a board pack uses a single chart for both. A paid search click on mobile may open the app, while the purchase later happens on desktop after an organic return. Session analytics correctly stitch the journey; channel models may still credit search, email, or direct depending on the window you choose.
Say the difference out loud in the report. Label one section ‘journey continuity across devices’ and another ‘channel influence under our agreed model’. Stakeholders stop asking why two truthful numbers disagree.
Application analytics work in the United Kingdom often sits between marketing operations and product. A short glossary in the appendix—session, visit, user, device, channel touch—saves hours of hallway debate.
If you need both views, produce them on separate pages with matching date ranges. Continuity charts should emphasise handoff quality; channel charts should emphasise media decisions. Crossing the lines invites false precision.