# How Compare Club uses Scribe

**86%**: “Case-building fell from 2+ weeks to about 2 days (86% less analyst time)”

As published on [scribe.com](https://scribe.com/customers/compare-club). Captured by usedby on 2026-10-04.

- Company: [Compare Club](https://www.usedby.ai/companies/compare-club.md)
- Tool: [Scribe](https://www.usedby.ai/tools/scribe.md)
- Industry: [Insurance & InsurTech](https://www.usedby.ai/companies/industry/insurance-insurtech.md)
- Teams: AI and automation, Concierge

## What the story says

Compare Club's automation team uses Scribe Optimize to automatically capture how work gets done, such as the Concierge team's workflows across several systems. The resulting data is used to build and later measure ROI business cases for AI projects, replacing interviews and estimates.

Summary written by usedby from the source page, in English. The figures are those of Scribe and Compare Club, not ours.

> The analyst work behind a business case fell from at least 2 weeks to about 2 days.

- **76 hours**: “it cost the team 76 hours over a 4-week pilot”
- **9 business cases**: “Luke is its only business analyst, currently carrying 9 business cases on his roadmap”

> Scribe Optimize is the map to our AI strategy. Before, proving AI ROI felt like guesswork. Now it feels like structured business performance.
>
> Luke Penfold, Business Analyst

## What usedby checked

We compared the story with its live page on 2026-10-04.

- Checked: the figure 86% is printed word for word on the page, near the name of Compare Club.
- Checked: the passage quoted above is copied word for word from the page, near the name of Compare Club.
- Checked: Compare Club uses Scribe. Confirmed line. Latest check across sources: 2026-10-04.
- Not checked: the result itself. We quote it; we did not measure it.

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Source: https://www.usedby.ai/case-studies/compare-club-scribe · How we check: https://www.usedby.ai/methodology