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The BerryGood Perspective

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Clear ideas for the decisions behind your next campaign. Measurement, creative, and planning, made practical.

Measurement/ Featured

Installs are only the beginning: read D7 and D30 cohorts before scaling

Installs become a vanity metric when reporting stops there. Define retention precisely, compare mature cohorts and reconcile revenue, spend and measurement gaps before increasing acquisition spend.

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Latest Posts

Perspectives for app advertisers

Planning

CPI, CPA or cohort payouts: what should your growth partner be paid for?

The payout model shapes which outcomes a partner prioritizes and who carries the risk. Separate media billing from partner compensation, define eligible outcomes, and agree how quality and revenue will be measured before buying more volume.

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Measurement

Stop bot traffic before attribution, while protecting the customer journey

Edge filtering can keep unwanted requests away from your redirect and measurement endpoints. It cannot prove an install is genuine. Here is how to separate useful controls from misleading fraud metrics, and test changes without breaking the customer journey.

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Creative

How to get earning and rewards app ads approved on TikTok

A practical guide for app advertisers: check product eligibility, support reward claims, align the ad-to-app journey, and respond to rejection with evidence.

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Planning

Where TikTok can still be underpriced for app user acquisition in 2026

What public benchmarks and rewards, fintech, and utility case studies really show about TikTok versus Meta and Google, and how to test the value beyond CPI.

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Measurement

Traffic quality is more than blocking bots

Real clicks can still lead to little useful growth. App advertisers need to separate invalid activity, poorly matched interest, broken journeys, and weak customer outcomes before choosing a fix.

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Creative

AI-generated app ads: faster production, higher stakes for trust

AI can help a creative team produce more variations. App advertisers still need to know which claims are true, whose experience is being represented, and who approves the final ad.

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Measurement

Your TikTok app campaign looks worse. What should you change first?

Before cutting a TikTok app campaign, check reporting, cohort age, and the step that changed. A practical guide to deciding what to fix next.

6 min read
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Measurement

Install, registration, or purchase: what should TikTok optimize?

Choose a TikTok optimization event by checking its meaning, reliability, volume, and delay, then protect the downstream outcome.

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Measurement

A conversion went missing: the evidence your tracking team needs

Trace a missing conversion through app, measurement, and partner reporting, then give the next owner a safe, reproducible investigation packet.

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Measurement

Your iOS report has gaps. What can you still decide?

Separate missing, late, and measured-zero iOS data, then make a bounded acquisition decision without inventing attribution certainty.

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Planning

A small TikTok test budget: what can you actually learn?

Use an event-count range, one decision, and a firm exposure limit to work out what a small TikTok app test can genuinely teach you.

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Creative

Is your TikTok creative tired, or has something else changed?

Before replacing a former winning ad, separate asset-specific decline from changes in audience, delivery, and the app experience.

6 min read
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Creative

Your ad wins the click. Does your app store page keep the promise?

Audit the promise across your ad, store page, and first session, then judge a focused test beyond its install rate.

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Creative

Your best-clicked ad isn’t always your best acquisition ad

Use attention and downstream outcomes to turn creative performance into a specific next hypothesis, not just a CTR leaderboard.

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Planning

Before scaling TikTok spend, set what you can afford per new customer

Build a contribution-based acquisition ceiling and a bounded scale test before relying on historical blended performance.

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Measurement

Affiliate conversions are up. How many are actually approved?

Build a partner-conversion ledger that separates recorded, approved, and payable outcomes, then ask a precise question about any discrepancy.

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Planning

A capped affiliate pilot: does this partner deserve more volume?

Define a partner pilot with clear sources, eligible outcomes, bounded exposure, and mature evidence before deciding whether to buy more.

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Measurement

Are you buying new growth or just taking credit for it?

Separate attribution from added growth, choose a credible study, and use uncertainty to make a bounded acquisition-budget decision.

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Creative

Give every creative test a clear question

Turn a broad idea into a focused brief your team can test and learn from.

1 min read
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Planning

Before you launch: align the campaign brief

Bring goals, measurement, creative, and review decisions into one useful starting point.

1 min read
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Measurement

An install is a start. What happens next?

A practical way to connect acquisition decisions to the actions that matter inside your app.

2 min read
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