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House Hunt

How House Hunt Cut Its Cost Per Lead by 35% with Spur's Optimisation

cover for the blog post
Reduce in CPL
35%
Increase in Qualified Leads
43%
Cost to Spur
Rs 999 / $15 per month
Response Time
1 second
Industry

Real Estate

Problem

High Cost Per Lead, Low Lead Quality

See how House Hunt cut their Instagram Cost Per Lead by 30% and improved lead quality. This case study reveals how Spur's Conversions API integration transformed their ad spend.
Published: 2 August 2025 Updated: 8 August 2025

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By switching from a conversation goal to a conversion goal, House Hunt used Spur to send Meta a clean qualified-lead event straight from Instagram DMs, so the algorithm hunted for buyers, not chatters.

  • Objective mismatch: Optimized for Messaging Conversations, not Leads.
  • High CPL: Paying for dead-end chats.
  • No feedback loop: Meta couldn’t tell which chats converted.

Campaign Metrics (Before Spur)

  • Total Spend:126,000
  • Message Starts: 3,800
  • Qualified Leads: 840
  • Cost per Qualified Lead:150.00
  • Qualified Rate: 22.1%
  1. Automated DM Qualification: Budget, location, and intent captured in-chat; only qualified users counted.
  2. Conversions API: Each qualified user triggered LeadSubmitted to Meta. After 63 signals (Day 4), House Hunt launched a fresh ad set with performance goal Maximize number of leads and enabled Offline Events.
How Spur leverages Conversion API to reduce Lead Cost
How Spur leverages Conversion API to reduce Lead Cost
The worlflow of House Hunt's lead qualification
The worlflow of House Hunt's lead qualification
  • Total Spend:117,600
  • Message Starts: 3,250
  • Qualified Leads: 1,200
  • Cost per Qualified Lead:98.00
  • Qualified Rate: 36.9%
  • CPL down 34.7% (₹150 ➜ ₹98)
  • Qualified volume up 42.9% (840 ➜ 1,200)
  • Spend down 6.7% while results improved
  • Fewer chats, more intent, because Meta finally optimized to the right signal
A Word From Our Founder, Rohan Rajpal "The 'Before' and 'After' numbers for House Hunt tell a story we see time and again. Businesses are wasting a fortune optimizing for vanity metrics like 'message starts.' The moment you give the ad platform a clear, high-intent signal—like a qualified lead event from Spur—you change the entire equation. You spend less, you get more, and you finally start acquiring customers efficiently. This isn't just about automation; it's about making your ad budget work smarter."

Stop paying for conversations and start investing in conversions. The data is clear: leveraging Spur to connect your in-chat qualification with Meta's Conversions API is the most direct path to reducing acquisition costs and scaling your business on Instagram.

Create your Spur Account today and follow this guide to set up the flow.