Qwotly AiMethodology

Original UK trades research

UK Trade Quoting Benchmark 2026

Help build a factual picture of how UK tradespeople create, send and follow up quotes. The survey takes about six minutes.

Who

UK tradespeople, contractors and trade teams.

What

Quote timing, admin load, follow-up, pricing practices and AI use.

How

Anonymous responses reported only in aggregate with small groups suppressed.

Research release gate

Collection opening soon

The calculators, methodology and research plan are public. Anonymous response collection will open only after the reviewed database release is approved for Production.

Read the methodology

How the data will be used

Qwotly plans to publish an open summary report, methodology, aggregate tables and citation-ready charts. Data limitations and sample composition will be shown beside every finding.

Read the full methodology