The Urban Chief: Cirrus Case Study
Cirrus Case Study

From ₹650 Per Signup to a Structured, Scalable Growth Engine.

How we fixed measurement, restructured strategy, and reduced Cost Per Signup from ₹650 → ₹145.

Cost Per Signup

₹650 → ₹145

trending_down -77% Cost

CAC Reduction

~88%

check_circle Validated

Visit → Signup

11.5%

trending_up Conversion

Phase-2 Conversion

23%

rocket_launch Peak

About Cirrus

Cirrus is a fintech platform focused on highly activated users, requiring distinct measurement protocols compared to standard signups. Their model relies on users not just registering, but completing complex financial identity verifications ("Phase-2") to become valuable.

The Challenge: Activity Without Clarity

Before our intervention, the ad account was spending budget but flying blind.

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Broken Tracking

Pixel events were firing on page loads rather than button clicks, inflating success metrics artificially.

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Broad Targeting Waste

Budget was being deployed to 'Interest' audiences that had high click-through rates but near-zero conversion intent.

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No Backend Verification

Ad dashboard data didn't match CRM data. They were optimizing for 'leads' that were actually bots.

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Creative Fatigue

The same creative assets had been running for 6 months, leading to skyrocketing frequency and banner blindness.

Our Two-Pronged Approach

1

Fix the Measurement Layer

  • check Implemented Server-Side Tracking (CAPI)
  • check Defined "Quality Lead" custom events
  • check Excluded internal IP addresses

"You can't improve what you can't measure. We spent the first 10 days auditing code snippets before spending a single rupee on ads."

2

Restructure Channel Strategy

  • check Shifted budget from Awareness to Conversion
  • check Launched intent-based search campaigns
  • check Created educational landing pages

"We stopped talking to everyone and started talking only to those with high intent. The volume dropped, but the quality skyrocketed."

Performance Data

Raw account metrics comparing the initial audit phase versus the scaled growth engine phase.

MetricJanuary Snapshot
(Before)
Account Overview
(Optimized)
Variance
Cost Per Signup (CAC)₹650.42₹145.20-77.6%
Visit to Signup Rate1.2%11.5%+858%
Monthly Ad Spend₹1,25,000₹85,000-32%
Verified Users192585+204%
* Data anonymized for client privacy. Currency in INR.

The Headline Result

88%

Reduction in Customer Acquisition Cost.

Achieved within 45 days of campaign restructuring.

What Changed? Three Strategic Wins.

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Retargeting with Purpose

We stopped retargeting everyone who visited the home page. We only retargeted users who spent >30 seconds or scrolled 50% of the pricing page.

search

Search Intent Dominance

Moved budget to "Problem Aware" keywords (e.g., "how to verify user identity") instead of "Solution Aware" keywords, capturing demand earlier.

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Waste Elimination

Identified that mobile app traffic was converting at 1/10th the rate of desktop. Cut mobile spend by 80% to fuel high-converting desktop campaigns.

Want a Growth Engine —
Not Just Ads?

Stop burning budget on "vanity metrics." Let's build a structured, measurable system for your customer acquisition.

Consultation-first. No hype. Pure Data.