Karran Gupta.

Funnel optimization case studies.

Pinned · Case studies

FX Replay Case Study: Taking Paid Media Back In-House

Case study · August 11, 2026 · 8 min read

FX Replay Case Study: Taking Paid Media Back In-House

An agency spent $48,000 a month for eight months with zero attributed subscribers. What changed in 90 days when FX Replay took paid media in-house.

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DoorDash Case Study: Finding Cheaper Growth in New Verticals

Case study · August 7, 2026 · 5 min read

DoorDash Case Study: Finding Cheaper Growth in New Verticals

DoorDash's flagship segment paid nearly 3x per lead. A starved segment bought them for a fraction. A case study in reading a paid account by its segments.

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CCPU Case Study: A Bilingual Campaign That Cut CPA 93%

Case study · August 4, 2026 · 7 min read

CCPU Case Study: A Bilingual Campaign That Cut CPA 93%

A California health fund needed statewide English and Spanish signups. Cost per registration fell from $35 to $2.40 in six months. The full playbook.

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Every Man Jack Case Study: The Holiday Quarter That Made 46% of the Year

Case study · July 31, 2026 · 7 min read

Every Man Jack Case Study: The Holiday Quarter That Made 46% of the Year

See how a mens personal-care brand put its whole year on Q4 and took 46% of annual online revenue in it. Read the holiday playbook.

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Rocket Mortgage Case Study: The Copy Test Worth 80 Loans a Month

Case study · July 28, 2026 · 6 min read

Rocket Mortgage Case Study: The Copy Test Worth 80 Loans a Month

One Rocket Mortgage upsell tile, tested three times: copy first, then a trust badge. Clicks tripled, adding an estimated 150 loans a month. Full breakdown.

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FX Replay Case Study: 2.6x ARR in 18 Months

Case study · July 7, 2026 · 6 min read

FX Replay Case Study: 2.6x ARR in 18 Months

How a fractional CMO engagement grew FX Replay ARR 2.6x in 18 months: fixing broken attribution, finding the pricing lever, building the team.

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YouMail Case Study: A Web Funnel That Cut CAC 77%

Case study · July 7, 2026 · 6 min read

YouMail Case Study: A Web Funnel That Cut CAC 77%

YouMail's app-store funnel had stalled. Moving signups to the web raised conversion from 9% to 22% and cut customer acquisition cost 77%.

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Rocket Mortgage Case Study: $2B in Incremental Loan Volume

Case study · July 7, 2026 · 4 min read

Rocket Mortgage Case Study: $2B in Incremental Loan Volume

See how reordering the questions in Rocket Mortgage Launchpad drove an estimated $2B in incremental loan volume. Read the test breakdown.

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Frequently asked questions

What kind of articles are published here?

Funnel optimization case studies from real growth engagements: paid media, conversion optimization, lifecycle, tracking, and the numbers behind each. New case studies are added regularly.

Are the case study numbers real?

Yes. Every case study is built from engagement data: ad platform spend, revenue reporting, and experiment results. Where figures are rounded or anonymized to protect a client, the article says so.

Can I work with Karran directly?

Yes. Karran takes a small number of fractional CMO, growth audit, and advisory engagements at a time. Book an intro call at karrangupta.com/book.

Have a growth problem worth solving?

I write about what actually moved the numbers. If any of it maps to what you're facing, let's talk.

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