Cases

From sim score to live re-check

Anonymized product narratives showing “high sim, low live → rewrite → re-check.” Not a performance promise.

Read the method first: Methodology

• Pet supplies site

  Anonymized example · not a customer endorsement

  Free sim

  22%

  Paid live (before)

  0%

  Re-check after (illustrative)

  18%

  A high sim score is not a live mention. Rewrite, paste, then verify with live questions.

• eBay marble listing

  Anonymized example · not a customer endorsement

  Free sim

  35%

  Paid live (before)

  8%

  Re-check after (illustrative)

  28%

  A high sim score is not a live mention. Rewrite, paste, then verify with live questions.

• Brand category page

  Anonymized example · not a customer endorsement

  Free sim

  41%

  Paid live (before)

  12%

  Re-check after (illustrative)

  31%

  A high sim score is not a live mention. Rewrite, paste, then verify with live questions.