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[WE3.8.1] [Epic] Improve and scale Activity Tab on iOS (V3)
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Description

Background

The iOS team A/B tested the activity tab against the History tab in Q2 (T406183), and saw positive results.
Learnings from the V2 release:

  • Overall retention was stable between the History control group and Activity variant group
  • The variant had a 18.6% higher account creation rate for logged-out engaged users compared to control.
  • Users are overall satisfied with the feature (89% of the survey respondents rated the feature with a Positive or Neutral score), but we saw specific suggestions and negative feedback relating to the change from History to Activity, so there are several modifications we want to implement before scaling.

There are also further improvements we need to make to achieve feature parity with Android. We'll work to add these features, as well as respond to the feedback we've seen so far from the V2 release.

Hypothesis

Our hypothesis is 3.8.1 of the annual plan, focused on improving the retention of active readers
If we add additional modules to the activity tab and scale it to all users, we’ll see a 5% increase in overall iOS app account creation compared to baseline

How we'll measure success

Validation

  • KR 1.1 5% increase in overall iOS app account creation compared to baseline (November 2025)

Guardrails

  • GR 2.1 Account creation success rate for users who start creating their account form the activity tab is not lower than 30%
  • GR 2.2 No more than 10% of users turn the feature completely off
  • GR 2.3 At least 80% of survey feedback received is positive or neutral

Curiosities

  • CR 3.1 - What % of all new accounts came from the Activity tab?
  • CR 3.2 - Was their retention or engagement different from accounts created elsewhere?
  • CR 3.3 - How many new accounts made an edit, or saved an article?
  • CR 3.4 – What % of people switch their Activity Tab experience to something other than the default? Which modules are people turning off and at what rate?
Required tasks
Nice to haves
Future improvement ideas
  • Make activity tab graphs more interactive (1 user requested via support email)
  • Allow users to clear their reading history, but maintain their activity tab totals (2 users requested in survey feedback)

Related Objects

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ResolvedHNordeenWMF
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ResolvedGOlson-WMF
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ResolvedBUG REPORTMazevedo
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Event Timeline

HNordeenWMF renamed this task from [Epic] Scale Activity Tab on iOS to [Epic] Scale Activity Tab on iOS (V3).Jan 9 2026, 5:55 PM
HNordeenWMF updated the task description. (Show Details)
HNordeenWMF renamed this task from [Epic] Scale Activity Tab on iOS (V3) to [Epic] Improve and scale Activity Tab on iOS (V3).Jan 9 2026, 6:06 PM
HNordeenWMF triaged this task as Medium priority.
HNordeenWMF updated the task description. (Show Details)
HNordeenWMF renamed this task from [Epic] Improve and scale Activity Tab on iOS (V3) to [WE3.8.1] [Epic] Improve and scale Activity Tab on iOS (V3).Jan 15 2026, 3:46 PM
HNordeenWMF updated the task description. (Show Details)

Validating I am seeing event data for Activity Tab Splash Screen impressions and clicks.

After Beta release wlll validate the changes for pageview source (History is now coming from Search screen, etc) see https://phabricator.wikimedia.org/T384510

@SNowick_WMF PgM is requesting that we pull baselines now - would you be able to grab the November baseline (or whichever time period you think is best)?

KR 1.1 5% increase in overall iOS app account creation compared to baseline (November 2025)

Baseline Counts 2025-11:

Count Logged In/Logged Out Uniques

year_monthn_loggedin_usersn_anon_usersn_all_userspct_loggedin
2025-11215533368406638995995.5

iOS New Accounts:

year_monthn_new_accounts
2025-116743

Monthly new accounts: 6,742. Current rate of new accounts/all uniques is: 0.17%

HNordeenWMF claimed this task.