Benchmarking
Establish your own baseline before using external benchmarks.
Own historical data with the same measurement definitions usually gives the most useful benchmark.
Baseline
Capture performance before a major change.
Period
Correct for season, campaign and stock.
Segments
Compare the same query types.
Stores
Use equal definitions but preserve local context.
External figures
Use external benchmarks only when methodology and audience are similar.