Local Business Cold Outbound Case Study:
Data Source Optimization
Key Results
This case study examines a three-month B2B outreach campaign targeting local businesses that generated 25 sales qualified leads from 5,000+ outreach attempts. The campaign tested three different data sources to identify the most effective approach for local business prospecting.
- Total Outreach: 5,000+ contacts over 3 months
- Sales Qualified Leads: 25 (high ACV prospects interested in pricing/discovery)
- Primary Challenge: Contact information accuracy, not outreach messaging
- Top Performer: Offline Database delivered the highest quality leads and best response rates
Background
Finding reliable contact information was identified as the primary blocker for local business outreach success, not messaging or outreach setup. This led to systematic experimentation with three different data sources over three months to optimize lead generation effectiveness.
Objectives
- Generate sales qualified leads interested in pricing and product discovery
- Test and compare effectiveness of different data sources
- Identify the most reliable method for obtaining local business owner contact information
Data Sources Tested
1. Apollo + Clay
- Type: Database integration
- No Reply Rate: 1%
- Positive Reply Rate: 0.1%
- Strengths: Provided owners active on LinkedIn
- Limitations: Small sample size
2. Clay + Website Crawlers
- Type: Website scraping and crawling
- No Reply Rate: 1.1%
- Positive Reply Rate: 0.4%
- Strengths: Generated 20,000+ leads from websites, cost-effective
- Limitations: 50% missing email addresses, 40% of available emails invalid, tech-intensive setup
3. Offline Database
- Type: Specialized local business database
- No Reply Rate: 1.7%
- Positive Reply Rate: 1%
- Strengths: Most reliable for local business and owner-level information
- Best performing source
Target Information Collected
- Website/Domain
- Local Business or Owner Email IDs
- Phone Numbers
- Ratings & Reviews
- Description
- Recent news articles
- LinkedIn URLs
Cost Analysis
Tool | Type | Offering | Cost |
---|---|---|---|
Offline Database | Database | 10,000 leads per month | $10K yearly |
Clay + Website Crawlers | Enrichment Scraping | Up to 10K leads | $450 monthly |
Apollo | Database | 5K leads | $99 monthly |
Instantly | Outreach platform | 100,000 emails | $97 monthly |