--- title: "Label Studio vs Scale AI: Which is searched more?" description: "Is Label Studio or Scale AI more popular in search? Compare estimated monthly branded-search demand and Share of Search inside the Data labelling platforms set worldwide. 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." canonical: "https://gobrandwave.com/demand/global-en/compare/label-studio-vs-scale-ai" publisher: "Brandwave" --- # Label Studio vs Scale AI: Which is searched more? Is Label Studio or Scale AI more popular in search? Compare estimated monthly branded-search demand and Share of Search inside the Data labelling platforms set worldwide. 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. ## Key facts - **Compared**: Label Studio and Scale AI - **Competitive set**: Data labelling platforms - **Market**: Global - **Month measured**: Sep 2026 - **Label Studio Share of Search**: 1.6% - **Scale AI Share of Search**: 9.6% ## Is Label Studio or Scale AI more popular in search? - In September 2026, Scale AI had more branded searches than Label Studio among data labelling platforms worldwide. Scale AI had about 135,000 branded searches, while Label Studio had 22,200. Scale AI made up 9.6% of all data labelling platform searches we track, and Label Studio accounted for 1.6%. - Scale AI was ahead of Label Studio in every measured month of the 12 months ending September 2026. - Across the 12 months ending September 2026, Label Studio’s share of searches among data labelling platforms worldwide moved from 2% to 1.6%, and its estimated monthly branded searches moved from 33.1K to 22.2K. - Across the 12 months ending September 2026, Scale AI’s share of searches among data labelling platforms worldwide moved from 9.8% to 9.6%, and its estimated monthly branded searches moved from 165K to 135K. ## Top data labelling platforms in ChatGPT and Google AI Overviews In three ChatGPT questions and two Google AI Overviews, Label Studio appeared in all five answers. Scale AI was mentioned in two out of five: in two of the three ChatGPT answers, but not in either of the two Google AI Overviews. Label Studio was listed before Scale AI in four out of five answers. Brands get a higher AI rank if they are mentioned earlier in the answers that list options. | Brand | AI rank | ChatGPT answers that named it | Google AI Overviews that named it | All answers that named it | | --- | --- | --- | --- | --- | | Label Studio | 1st | 3 of 3 | 2 of 2 | 5 of 5 | | Labelbox | 2nd | 3 of 3 | 2 of 2 | 5 of 5 | | CVAT | 3rd | 3 of 3 | 2 of 2 | 5 of 5 | | SuperAnnotate | 4th | 1 of 3 | 1 of 2 | 2 of 5 | | Encord | 5th | 2 of 3 | 0 of 2 | 2 of 5 | | Roboflow | 6th | 2 of 3 | 2 of 2 | 4 of 5 | | Scale AI | 7th | 2 of 3 | 0 of 2 | 2 of 5 | | Appen | 8th | 0 of 3 | 1 of 2 | 1 of 5 | | Snorkel | Not ranked | 0 of 3 | 0 of 2 | 0 of 5 | ## Every AI answer about data labelling platforms - Asked ChatGPT "Which data labelling platform should I use?": 1. Label Studio, 2. CVAT, 3. Labelbox, 4. Roboflow - Asked ChatGPT "What are the best data labelling platforms?": 1. Labelbox, 2. Encord, 3. SuperAnnotate, 4. Scale AI, 5. Label Studio, 6. CVAT, 7. Roboflow - Asked ChatGPT "What's the best data labelling platform for training data?": 1. Label Studio, 2. Labelbox, 3. Scale AI, 4. Encord, 5. CVAT - Searched Google, AI Overview "data labelling platforms": 1. Label Studio, 2. CVAT, 3. Labelbox, 4. Roboflow, 5. Appen - Searched Google, AI Overview "data annotation tools": 1. Label Studio, 2. CVAT, 3. SuperAnnotate, 4. Roboflow, 5. Labelbox Not named in any answer: Snorkel. Brands are listed in the order each answer named them. The answers were collected in the United States on October 20, 2026. ## How did search popularity change for data labelling platforms worldwide in September 2026? - In September 2026, Scale AI gained share of searches among data labelling platforms worldwide, from 8% to 9.6%. - Estimated monthly branded searches for Label Studio worldwide fell 32.9% over 12 measured months, from 33.1K to 22.2K in September 2026. ## Month by month | Month | Label Studio estimated searches | Label Studio Share of Search | Label Studio rank | Scale AI estimated searches | Scale AI Share of Search | Scale AI rank | | --- | --- | --- | --- | --- | --- | --- | | Oct 2025 | 33.1K | 2% | 5 | 165K | 9.8% | 3 | | Nov 2025 | 33.1K | 2% | 5 | 135K | 8.2% | 3 | | Dec 2025 | 27.1K | 1.9% | 5 | 135K | 9.5% | 3 | | Jan 2026 | 27.1K | 1.6% | 5 | 135K | 8.2% | 3 | | Feb 2026 | 27.1K | 1.9% | 5 | 110K | 7.8% | 3 | | Mar 2026 | 33.1K | 2% | 5 | 135K | 8.1% | 3 | | Apr 2026 | 33.1K | 1.9% | 5 | 135K | 7.9% | 3 | | May 2026 | 27.1K | 1.6% | 5 | 165K | 9.8% | 3 | | Jun 2026 | 27.1K | 1.9% | 5 | 135K | 9.4% | 3 | | Jul 2026 | 27.1K | 2% | 5 | 110K | 7.9% | 3 | | Aug 2026 | 22.2K | 1.6% | 6 | 110K | 8% | 3 | | Sep 2026 | 22.2K | 1.6% | 6 | 135K | 9.6% | 3 | ## How each brand is measured Brandwave collects information about searches that people make online using Label Studio’s and Scale AI’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. - **Label Studio**: Measured on the search term “label studio”. - **Scale AI**: Measured on the search term “scale ai”. - [Label Studio profile](/demand/global-en/brands/label-studio) - [Scale AI profile](/demand/global-en/brands/scale-ai) - [All data labelling platforms worldwide](/demand/global-en/categories/data-labelling-platforms): The set both shares are measured inside, 9 brands. ## Methodology - [How is the Brand Demand Index measured?](/demand/methodology): Where the figures come from, what they compare, and how they may be reused. ## Frequently asked questions ### Is Label Studio or Scale AI more popular in search? In September 2026, Scale AI had more branded searches than Label Studio among data labelling platforms worldwide. Scale AI had about 135,000 branded searches, while Label Studio had 22,200. Scale AI made up 9.6% of all data labelling platform searches we track, and Label Studio accounted for 1.6%. ## Cite this page Brandwave. "Label Studio vs Scale AI: Which is searched more?". https://gobrandwave.com/demand/global-en/compare/label-studio-vs-scale-ai This page is also available as HTML at https://gobrandwave.com/demand/global-en/compare/label-studio-vs-scale-ai. Brandwave publishes an index of its Markdown pages at https://gobrandwave.com/llms.txt.