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July 19, 2024

We’ve refined the logic for linking features to insights in autopilot mode. We’re now way stricter, meaning we match only when we’re sure of our recommendations.

Here’s a recap of our improved semantic match logic:

  1. We link the closest feature to a quote if there’s a clear match.

  2. If no link is found, we check among existing quotes that are already linked for a close match. If there’s a clear winner, we link the quote to that feature

  3. If still unmatched, we generate a potential new feature name with AI and compare it semantically with existing features. If there is a clear winner, we link that feature.

If no matches are found after these steps, we'll suggest the best potential matches in the recommendations.