--- title: "Label Studio vs Snorkel: Which is searched more?" description: "Is Label Studio or Snorkel 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-snorkel" publisher: "Brandwave" --- # Label Studio vs Snorkel: Which is searched more? Is Label Studio or Snorkel 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 Snorkel - **Competitive set**: Data labelling platforms - **Market**: Global - **Month measured**: Sep 2026 - **Label Studio Share of Search**: 1.6% - **Snorkel Share of Search**: 2.3% ## Is Label Studio or Snorkel more popular in search? - In September 2026, Snorkel had more branded searches than Label Studio among data labelling platforms worldwide. Snorkel had about 33,100 branded searches, while Label Studio had 22,200. Snorkel made up 2.3% of all data labelling platform searches we track, and Label Studio accounted for 1.6%. - The lead changed hands once in the 12 months ending September 2026: Snorkel took it in August 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, Snorkel’s share of searches among data labelling platforms worldwide moved from 0.72% to 2.3%, and its estimated monthly branded searches moved from 12.1K to 33.1K. ## 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. Snorkel did not appear in any of the 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? - Estimated monthly branded searches for Snorkel worldwide rose 173.6% over 12 measured months, from 12.1K to 33.1K in September 2026. - 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 | Snorkel estimated searches | Snorkel Share of Search | Snorkel rank | | --- | --- | --- | --- | --- | --- | --- | | Oct 2025 | 33.1K | 2% | 5 | 12.1K | 0.72% | 7 | | Nov 2025 | 33.1K | 2% | 5 | 12.1K | 0.73% | 7 | | Dec 2025 | 27.1K | 1.9% | 5 | 9.9K | 0.7% | 8 | | Jan 2026 | 27.1K | 1.6% | 5 | 14.8K | 0.9% | 7 | | Feb 2026 | 27.1K | 1.9% | 5 | 22.2K | 1.6% | 7 | | Mar 2026 | 33.1K | 2% | 5 | 18.1K | 1.1% | 7 | | Apr 2026 | 33.1K | 1.9% | 5 | 18.1K | 1.1% | 8 | | May 2026 | 27.1K | 1.6% | 5 | 18.1K | 1.1% | 7 | | Jun 2026 | 27.1K | 1.9% | 5 | 18.1K | 1.3% | 7 | | Jul 2026 | 27.1K | 2% | 5 | 22.2K | 1.6% | 6 | | Aug 2026 | 22.2K | 1.6% | 6 | 33.1K | 2.4% | 5 | | Sep 2026 | 22.2K | 1.6% | 6 | 33.1K | 2.3% | 5 | ## How each brand is measured Brandwave collects information about searches that people make online using Label Studio’s and Snorkel’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”. - **Snorkel**: Measured on the search term “snorkel ai”. - [Label Studio profile](/demand/global-en/brands/label-studio) - [Snorkel profile](/demand/global-en/brands/snorkel) - [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 Snorkel more popular in search? In September 2026, Snorkel had more branded searches than Label Studio among data labelling platforms worldwide. Snorkel had about 33,100 branded searches, while Label Studio had 22,200. Snorkel made up 2.3% of all data labelling platform searches we track, and Label Studio accounted for 1.6%. ## Cite this page Brandwave. "Label Studio vs Snorkel: Which is searched more?". https://gobrandwave.com/demand/global-en/compare/label-studio-vs-snorkel This page is also available as HTML at https://gobrandwave.com/demand/global-en/compare/label-studio-vs-snorkel. Brandwave publishes an index of its Markdown pages at https://gobrandwave.com/llms.txt.