MetricFlow vs Transform:Which is more popular by branded search?
In August 2026, Transform had more branded searches than MetricFlow among metrics layer platforms worldwide. Transform was estimated to have 3.6K branded searches compared to MetricFlow’s 1.6K, and held a 16.5% Share of Search versus MetricFlow’s 7.3%. These are worldwide searches for English-language branded terms.
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Which is more popular in search, MetricFlow or Transform?
Compare the platforms that define shared business metrics. Branded searches tell you how often people look for a brand by name or related terms. Comparing these searches across competitors helps you see how popular each brand is over time.
Share of Search by month for Transform, MetricFlow. The figures are in the table below the chart.
View monthly share of search table
| Month | Lightdash | Supergrain | Transform | MetricFlow | Cube |
|---|---|---|---|---|---|
| Oct 2025 | 32.5% | 17.7% | 39.9% | 6.4% | 3.5% |
| Nov 2025 | 33.2% | 18.1% | 40.7% | 5% | 3% |
| Dec 2025 | 38.4% | 20.9% | 31.4% | 5.1% | 4.2% |
| Jan 2026 | 36.1% | 24.1% | 29.5% | 5.5% | 4.8% |
| Feb 2026 | 40.1% | 17.8% | 32.7% | 5% | 4.4% |
| Mar 2026 | 40.9% | 14.9% | 33.5% | 5.4% | 5.4% |
| Apr 2026 | 43% | 15.7% | 28.7% | 7% | 5.7% |
| May 2026 | 38.4% | 20.9% | 25.6% | 7.6% | 7.6% |
| Jun 2026 | 39.7% | 21.6% | 21.6% | 9.3% | 7.8% |
| Jul 2026 | 42.6% | 23.2% | 18.9% | 8.4% | 6.8% |
| Aug 2026 | 45.4% | 24.8% | 16.5% | 7.3% | 6% |
| Sep 2026 | — | — | — | — | — |
How has the MetricFlow and Transform comparison changed over the last 12 months?
3 findings
- Transform was ahead of MetricFlow in every measured month of the 11 months ending August 2026.
- Across the 11 months ending August 2026, MetricFlow’s estimated Share of Search among metrics layer platforms worldwide moved from 6.4% to 7.3%, and its estimated monthly branded searches moved from 1.3K to 1.6K.
- Across the 11 months ending August 2026, Transform’s estimated Share of Search among metrics layer platforms worldwide moved from 39.9% to 16.5%, and its estimated monthly branded searches moved from 8.1K to 3.6K.
How did search popularity change for metrics layer platforms worldwide in August 2026?
2 changes
In August 2026, Transform lost estimated Share of Search among metrics layer platforms worldwide, from 18.9% to 16.5%.
In August 2026, MetricFlow lost estimated Share of Search among metrics layer platforms worldwide, from 8.4% to 7.3%.
How each brand is measured
Brandwave collects information about searches that people make online using MetricFlow’s and Transform’s names. When viewed over time, estimated search volumes for these branded terms can be used to understand whether interest in the brands is growing, holding steady, or fading.
MetricFlow
1 branded search term
- metricflow
Transform
1 branded search term
- transform data
Put your own brand in this comparison
Brandwave tracks your branded demand next to the rival you actually watch, with your campaigns, spend and outcomes on the same timeline.