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A/B Testing

Yes — A/B testing is a core tactic in Lead Gen.
It happens primarily in Stage 1: Target & Outreach (and inbound channels feeding it).
Goal: Maximize meetings booked per dollar/effort spent.


Where A/B Testing Fits in Lead Gen

Lead Gen ChannelWhat You A/B TestExampleKPI to Improve
Cold EmailSubject line, opener, CTA, send time“Quick question” vs “[Name], saw your post on X”Open rate → Reply rate → Meeting
LinkedIn MessagesConnection note, 1st message, follow-upPersonalized vs templateAccept % → Response %
Paid Ads (Google/FB/LinkedIn)Ad copy, image, headline, landing page“Free Audit” vs “Grow SQLs 3x”CTR → Cost per SQL
Landing Pages / Lead MagnetsHeadline, form length, offer, social proofEbook vs Checklist vs AuditConversion rate (form fill)
Webinars / EventsTitle, time, speaker, promo channel“Live SEO Teardown” vs “2026 Trends”Registration → Show-up rate

A/B Testing Flow in Lead Gen (Stage 1)

1. Hypothesis → “Personalized subject lines > generic”
2. Build 2 variants (A vs B)
3. Split audience 50/50 (same ICP, time, channel)
4. Run for statistical significance (~100–200 sends per variant)
5. Measure → Reply rate / Meeting booked
6. Winner → Scale. Loser → Kill or iterate.

Real Startup Example

TestVariant AVariant BWinnerImpact
Cold Email Subject“Growth ideas for [Company]”“Quick question”B+180% reply rate
LinkedIn CTA“Let’s chat”“Free 15-min audit”B+2.3x meetings

Tools for Lead Gen A/B Testing

ChannelTool
EmailMailshake, Lemlist, Instantly
LinkedInExpandi, Dux-Soup (track replies)
AdsGoogle Ads, FB Ads Manager (built-in)
Landing PagesUnbounce, Leadpages, Webflow + Hotjar

Rules of Thumb

  • Test 1 variable at a time (subject line OR opener, not both).
  • Minimum sample: 100 recipients per variant.
  • Success metric: Meetings booked, not just opens.
  • Run weekly — Lead Gen is your funnel fuel.

TL;DR:
A/B testing in Lead Gen = testing every touchpoint in Stage 1
Cold emails, ads, landing pages, CTAs
Goal: More Stage 2 (Discovery Calls) per $ spent