Content Interaction Audit
A structured review of how people actually read, skip, expand, and abandon content surfaces inside your app.
Logicstackbase
See how content is actually used inside your product.
We measure interaction quality across articles, tips, help modules, and feed cards so Bangkok product teams can edit with evidence—not guesswork.
Primary offer
Start with a Content Interaction Audit when engagement feels soft after a content-heavy release, or when editors and product disagree about what “working” means.
Explore the audit →- Inventory of content surfaces and events
- Depth, dwell, and completion scoring
- Prioritized changes your team can ship
Related work we take on
Instrumentation, affinity mapping, and monthly readouts when you need an ongoing cadence.
Engagement Instrumentation
Event design and implementation guidance so scroll depth, dwell, expands, and shares become trustworthy signals.
Content Affinity Mapping
See which topics, formats, and modules cluster together for different reader groups—and where gaps sit.
What clients notice
Teams who publish a lot and need a shared language for interaction quality.
“They showed us which help articles people actually finish—and which ones only look popular because of search.”
“Our editors finally have events they can read without asking engineering every Friday.”
“The interaction atlas replaced three competing dashboards with one shared story.”
Walk the Interaction Atlas
See how we map surfaces, signals, and editorial decisions before you commit to a full engagement.