HotelX Direct Booking Engine

A/B Testing

Data-driven optimization through continuous testing. Test rates, layouts, offers, and messaging to maximize conversion and revenue.

Test it. Trust it.
Ship only winners.

Run experiments across checkout, pricing messages, and offers. Measure lift by funnel stage, device, and channel—then roll out the variants that convert.

28
Experiments this quarter
63%
Win rate of tested ideas
+9.4%
Median lift per winner

High-impact experiments

Four proven areas that move conversion—test them in days, not months.

Checkout CTA & layout

Color, copy, placement, and sticky CTAs on mobile. Small changes, big impact on payment completion.

Pricing clarity

Transparent fees, currency display, and guarantees. Reduce surprise-driven abandonment.

Extras & placement

Inline vs. step, pre-selected vs. optional, value framing. Grow upsell take rate without adding friction.

Form fields

Short vs. long, optional vs. required, one-page vs. multi-step. Balance data capture with speed.

Run → Measure → Ship

Tight loop from idea to rollout, with clear guardrails.

Step 1

Run

Define hypothesis, pick audience, set duration. Launch to a % of traffic with one click.

Step 2

Measure

Track lift per funnel step—room selection, extras, payment. Segment by device and channel.

Step 3

Ship

Auto-promote winners, retire losers. Keep a changelog of every experiment for auditability.

Experiment board

One board for every test.
Evidence before rollout.

See every experiment, status, lift, and confidence interval. No guessing which variant won or why—just the data to back the decision.

Related Features

Plan your next 3 experiments

We’ll map the funnel, recommend the highest-impact tests, and show expected lift before you launch.