Illustrative case study · SaaS · Sample data

Replacing manual prompt checks with a governed workflow

An illustrative OClever case study: a B2B software team replaced manual answer sampling with automated tracking, saving 18 hours a month.

OClever / Sample dashboard

18 hours saved monthly

Live model

Week 1Week 8

Visibility score

78.4+8.2

Citation share

32%+4.1

Positive sentiment

86%+2.8

Challenge

Two marketers spent hours each week pasting prompts into chatbots and logging screenshots in a spreadsheet, with no consistency across engines.

OClever automated collection across engines, grouped prompts by intent and attached confidence intervals so the team only investigated real movement.

The team reclaimed 18 hours a month and redirected the time to the two citation gaps that actually moved the answer.

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