Lightdash vs Transform:Which is more popular by branded search?
In August 2026, Lightdash had more branded searches than Transform among metrics layer platforms worldwide. Lightdash was estimated to have 9.9K branded searches compared to Transform’s 3.6K, and held a 45.4% Share of Search versus Transform’s 16.5%. These are worldwide searches for English-language branded terms.
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Which is more popular in search, Lightdash 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 Lightdash, Transform. 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 Lightdash and Transform comparison changed over the last 12 months?
3 findings
- The lead changed hands once in the 11 months ending August 2026: Lightdash took it in December 2025.
- Across the 11 months ending August 2026, Lightdash’s estimated Share of Search among metrics layer platforms worldwide moved from 32.5% to 45.4%, and its estimated monthly branded searches moved from 6.6K to 9.9K.
- 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, Lightdash gained estimated Share of Search among metrics layer platforms worldwide, from 42.6% to 45.4%.
In August 2026, Transform lost estimated Share of Search among metrics layer platforms worldwide, from 18.9% to 16.5%.
How each brand is measured
Brandwave collects information about searches that people make online using Lightdash’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.
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.