// case previews

Twelve constraints. Twelve mechanisms. Full cases on request.

Client identities stay confidential. Each preview shows the constraint, intervention and evidence boundary. Request the approved full case for the implementation sequence and source notes.

M-01United States · 6-month
Hybrid-casual gaming app

Paid acquisition found installs. The store page failed to explain why the game deserved a second session.

#4
category rank
19%
D7 retention
38.6K
organic / month
Illustrative mechanism · not engagement analytics
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M-02India · 8-month
Personal finance app

The product was trustworthy. The language was not how people described the money job they needed done.

#7
finance rank
71.5K
organic / month
13.8%
trial to paid
Illustrative mechanism · not engagement analytics
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M-03United States · 10-month
Meditation and wellness app

A beautiful brand was invisible for practical, high-intent needs: offline meditation, sleep support and anxiety routines.

#9
health rank
49.6K
organic / month
$1.35
blended CPI
Illustrative mechanism · not engagement analytics
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M-04United States · 6-month
D2C commerce app

Campaign traffic landed on one generic storefront, so category intent disappeared between ad click and app page.

#8
shopping rank
33.4K
organic / month
36%
page conversion
Illustrative mechanism · not engagement analytics
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M-05Germany + EU · 6-month
Dating app

The rating prompt arrived before the product had earned a positive moment.

#6
lifestyle rank
39%
page conversion
4.6
rating
Illustrative mechanism · not engagement analytics
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M-06Indonesia + SEA · 7-month
Quick commerce app

The strongest operational advantage—delivery speed—was hidden behind generic grocery language.

#5
food & drink rank
96K
organic / month
$0.52
Google App CPI
Illustrative mechanism · not engagement analytics
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M-07India · 8-month
Test preparation app

Students and parents searched the same outcome in different language.

#5
education rank
42.3K
organic / month
21%
trial to paid
Illustrative mechanism · not engagement analytics
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M-08Brazil + LATAM · 9-month
Streaming and OTT app

A broad entertainment promise hid the catalog and the titles people actually wanted.

#6
entertainment rank
58.9K
organic / month
4.5
rating
Illustrative mechanism · not engagement analytics
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M-09United Kingdom + EU · 7-month
Fitness app

Generic fitness promises hid an equipment-specific training system.

#5
health rank
45.1K
organic / month
24%
D30 retention
Illustrative mechanism · not engagement analytics
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M-10Philippines + SEA · 8-month
Kids education app

The child used the app, but the parent chose it—and the listing spoke only to the child.

#4
education rank
51.2K
organic / month
4.7
rating
Illustrative mechanism · not engagement analytics
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M-11Mexico + LATAM · 8-month
Crypto finance app

Regulated product truth was present, but local trust language was absent.

#6
finance rank
62K
organic / month
$1.60
CPL
Illustrative mechanism · not engagement analytics
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M-12India · 9-month
Hyperlocal marketplace app

A local marketplace looked generic before the install.

#7
shopping rank
68.3K
organic / month
38%
page conversion
Illustrative mechanism · not engagement analytics
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