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Documentation Index

Fetch the complete documentation index at: https://docs.kameleoon.com/llms.txt

Use this file to discover all available pages before exploring further.

AI Targeting is an add-on available in both Web Experimentation and Feature Experimentation. Contact your Customer Success Manager for details.
Kameleoon AI Targeting uses machine learning to calculate propensity scores in real time, so you can target visitors based on their likelihood to convert for a specific goal.

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Prerequisites

Before you can use the Likelihood to convert condition in a segment, you must:
  1. Enable AI Targeting on at least one goal. See Enable AI Targeting on a goal.
  2. Have at least one trigger configured.
  3. Wait for the AI model to complete its learning phase (7 days and 100,000 visits by default).

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Create or edit a segment with Likelihood to convert

  1. Click Settings > Segments.
  2. Click New segment to create a segment, or click Edit on an existing segment.
  3. In the segment builder, expand the Conversions section.
  4. Click Likelihood to convert.
Condition selection
  1. Select a likelihood range between 0 and 100.
  2. Choose the goal on which you enabled AI Targeting.
  3. Choose the trigger to associate with the prediction.
  4. Click Save to confirm.
A Likelihood to convert score of 0 indicates the lowest predicted conversion probability relative to other visitors. A score of 100 indicates the highest.

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AI model status badges

Every segment that uses the Likelihood to convert condition displays a status badge, so you can monitor the AI model’s progress at a glance.
BadgeColorMeaning
AI LearningBlueThe model is collecting data. By default, it requires 7 days and 100,000 visits to complete training. During this phase, the AI condition is inactive, and the segment falls back to its other active conditions.
AI ActiveGreenThe model is operational and evaluates visitors in real time.
AI AlertOrangeThe learning phase is taking longer than expected, usually due to low traffic.

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View learning progress

Hover over the AI Learning badge to see a tooltip with the exact training progress:
  • Time: X of 7 days elapsed
  • Traffic: X of 100,000 visits collected
AI Learning
While the model is in the AI Learning state, the Likelihood to convert condition is inactive. The segment targets visitors using only its other active conditions.

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Monitor AI targeting status from the Experiments dashboard

You can check an AI model’s status without leaving the Experiments dashboard:
  1. Hover over the information icon associated with an experiment.
  2. In the pane that opens, hover over the sparkles icon next to the segment.
  3. A tooltip displays the current AI status for that segment.
AI targeting from Experiments dashboard

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Use the segment in a campaign

After the AI model reaches AI Active status, add your segment to: