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The decision engine

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Decision engine with goal priority sliders, presets, recommended winner Variant B with composite score 99.2, composite score by variant, per-goal breakdown and goal conflict detected
Results → Decision engine tab.

How it works #

  1. Set goal priorities (weights totalling 100%), or pick a preset: Conversion focus, Balanced, Engagement focus, Pure CRO.
  2. Each variant gets a composite score from its results on every goal, weighted.
  3. The recommended winner is shown with its strength (for example “Moderate winner… consider running longer”).
  4. The per-goal breakdown highlights which variant wins each goal.
  5. Goal conflict detected warns when goals point to different winners – your weights decide.

Heatmap impact by variant #

Heatmap Impact by Variant: control and variant B with total clicks, sessions, clicks per session and average scroll, with Click Heatmap and Session Recordings buttons
Compare behaviour per variant and open its heatmap or recordings.

Choosing weights #

PresetWeights favourFor
Conversion focusClicks and form submitsLead generation, sales pages
BalancedAll goals evenlyDefault when unsure
Engagement focusScroll, time, bounceContent and blogs
Pure CROThe primary conversion onlyWhen one goal matters

Reading a conflict #

Example: Variant B wins form submits and scroll, Control wins time on page and bounce. With Conversion focus the composite score picks B; with Engagement focus it may pick Control. Choose the weights that match your business before looking at the verdict.

Expected result #

You get one recommendation that reflects your business priorities.

FAQ #

How is it calculated? #

Click How is this calculated? under the table for the formula.

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