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Multi-variant testing

Ten approaches. One winner.

Every BongoBot campaign generates up to 10 genuinely different email approaches — not subject-line tweaks, but distinct pitches with different hooks, angles, and structures. The system sends them all, then automatically shifts volume toward whichever ones earn clicks.

Live campaign simulation

Hit Start campaign to watch 800 emails get distributed across 10 variants. Watch how volume shifts toward the top performers once there's enough data to score them.

bandit.live · campaign_sim_01
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round-robinexploit 80 / explore 20winner
method: round-robin
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Value prop
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Pain point
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Question-led
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Social proof
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Industry insight
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Compliment
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Data-driven
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Timeline hook
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Timely event
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Curiosity gap
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Total sent
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Clicks earned
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Active variants
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How it worksScoring kicks in once a variant has 30+ sends. Before that, it's round-robin so every approach gets a fair shot. Once scored, volume shifts 80% toward the top performer and 20% stays random so strong contenders don't get starved. Scores weight click rate (40%), conversions (30%), opens (15%), minus an unsubscribe penalty (15%).
Under the hood

Why this beats subject-line A/B testing

Traditional A/B testing picks one winner from two near-identical options. BongoBot tests 10 fundamentally different angles, then compounds the learnings.

Round-robin phase

Until a variant has 30+ sends, the system distributes volume evenly so no approach gets judged before it has a fair sample. No variant starves early.

80% exploit

Once scored, 80% of new sends go to the top-performing variant. That's where the compounding happens — your best angle gets most of the volume, automatically.

20% explore

The remaining 20% stays random across the other variants — so a late-blooming contender can still take the crown if its click rate catches up.

Scoring formula

score = 0.40 × click_rate + 0.30 × conversion_rate + 0.15 × open_rate0.15 × unsubscribe_rate

Clicks weigh most because they're the strongest signal of interest. Conversions weigh second because they matter most to your business. Unsubscribes are a penalty — a variant that gets clicks but also gets opted out of isn't a winner.

The 10 approaches

Every angle, one campaign

BongoBot generates one variant for each of these approaches. They're not templates — they're guidelines the AI writes against, using your product and the prospect's business as context.

01

Value prop

One concrete thing you can help with — be specific, not grandiose.

02

Pain point

Name a real frustration this type of business deals with.

03

Question-led

A genuine question that shows curiosity, not a rhetorical sales trap.

04

Social proof

How a similar business handled a similar challenge — casual, not a case study.

05

Industry insight

Something interesting happening in their industry that relates to what you do.

06

Compliment

Notice something specific about their business and relate it to your work.

07

Data-driven

Reference a real number or trend genuinely relevant to their situation.

08

Timeline hook

A compressed achievement window with a specific metric — "X in Y weeks."

09

Timely event

Reference something happening right now that makes this relevant.

10

Curiosity gap

Open with something unexpected that makes them want to keep reading.

Your first campaign
starts in minutes

Every week you wait is another week your competitors are in their inbox. 100 real prospects that match your ideal customer — free.

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