--- title: "Ruff: search popularity worldwide" description: "Ruff is a static analysis tool. 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/brands/ruff" publisher: "Brandwave" --- # Ruff: search popularity worldwide Ruff is a static analysis tool. 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 - **Brand**: Ruff - **Market**: Global - **Measured month**: Sep 2026 - **Share of Search among static analysis tools**: 3.3% ## Where the brand sits | Competitive set | Rank | Share of Search | Estimated monthly branded searches | | --- | --- | --- | --- | | Static analysis tools | 8 | 3.3% | 7.9K | - [Static analysis tools](/demand/global-en/categories/static-analysis-tools) ## Top static analysis tools in ChatGPT and Google AI Overviews In three ChatGPT questions and two Google AI Overviews, Ruff was mentioned in two out of five: in two of the three ChatGPT answers, but not in either of the two Google AI Overviews. Ruff is the eighth most recommended of the 14. 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 | | --- | --- | --- | --- | --- | | SonarQube | 1st | 3 of 3 | 2 of 2 | 5 of 5 | | Semgrep | 2nd | 3 of 3 | 2 of 2 | 5 of 5 | | CodeQL | 3rd | 3 of 3 | 2 of 2 | 5 of 5 | | ESLint | 4th | 3 of 3 | 1 of 2 | 4 of 5 | | Snyk Code | 5th | 1 of 3 | 2 of 2 | 3 of 5 | | SpotBugs | 6th | 1 of 3 | 1 of 2 | 2 of 5 | | Coverity | 7th | 1 of 3 | 1 of 2 | 2 of 5 | | Ruff | 8th | 2 of 3 | 0 of 2 | 2 of 5 | | Checkmarx | 9th | 0 of 3 | 1 of 2 | 1 of 5 | | Veracode | 10th | 0 of 3 | 1 of 2 | 1 of 5 | | Codacy | Not ranked | 0 of 3 | 0 of 2 | 0 of 5 | | GitHub CodeQL | Not ranked | 0 of 3 | 0 of 2 | 0 of 5 | | Code Climate | Not ranked | 0 of 3 | 0 of 2 | 0 of 5 | | Black Duck Coverity | Not ranked | 0 of 3 | 0 of 2 | 0 of 5 | ## Every AI answer about static analysis tools - Asked ChatGPT "Which static analysis tool should I use?": 1. SonarQube, 2. Semgrep, 3. CodeQL, 4. ESLint - Asked ChatGPT "What are the best static analysis tools?": 1. SonarQube, 2. Semgrep, 3. CodeQL, 4. Ruff, 5. Coverity, 6. ESLint, 7. SpotBugs, 8. Snyk Code - Asked ChatGPT "What's the best static analysis tool for source code quality?": 1. SonarQube, 2. Semgrep, 3. CodeQL, 4. ESLint, 5. Ruff - Searched Google, AI Overview "static analysis tools": 1. Semgrep, 2. ESLint, 3. SpotBugs, 4. CodeQL, 5. SonarQube, 6. Coverity, 7. Snyk Code, 8. Checkmarx, 9. Veracode - Searched Google, AI Overview "code scanning tool": 1. SonarQube, 2. Snyk Code, 3. Semgrep, 4. CodeQL Not named in any answer: Codacy, GitHub CodeQL, Code Climate and Black Duck Coverity. Brands are listed in the order each answer named them. The answers were collected in the United States on October 21, 2026. ## How has branded search demand for Ruff changed worldwide over the last 12 months? - Across the 12 months ending September 2026, estimated monthly branded searches for Ruff worldwide fell from 10.5K to 7.9K. - Across the 12 months ending September 2026, Ruff fell from 7th to 8th among static analysis tools worldwide. ## How did search popularity change for static analysis tools worldwide in September 2026? - In September 2026, Semgrep overtook ESLint to rank 2nd among static analysis tools worldwide, with 13.6% of the searches. - In September 2026, Coverity overtook Ruff to rank 7th among static analysis tools worldwide, with 4.1% of the searches. - In September 2026, CodeQL gained share of searches among static analysis tools worldwide, from 5.2% to 6.1%. - In September 2026, SonarQube lost share of searches among static analysis tools worldwide, from 47.7% to 45.3%. - In September 2026, ESLint lost share of searches among static analysis tools worldwide, from 11.7% to 11.2%. - In September 2026, SpotBugs rose from 11th to 10th among static analysis tools worldwide. ## Historical estimated branded-search demand | Month | Competitive set | Estimated monthly branded searches | Share of Search | Rank | | --- | --- | --- | --- | --- | | Oct 2025 | Static analysis tools | 10.5K | 3.1% | 7 | | Nov 2025 | Static analysis tools | 8.5K | 3% | 8 | | Dec 2025 | Static analysis tools | 8.2K | 3% | 7 | | Jan 2026 | Static analysis tools | 10K | 3.5% | 7 | | Feb 2026 | Static analysis tools | 8.5K | 2.9% | 7 | | Mar 2026 | Static analysis tools | 10K | 3% | 7 | | Apr 2026 | Static analysis tools | 8.2K | 2.8% | 7 | | May 2026 | Static analysis tools | 8.2K | 2.9% | 7 | | Jun 2026 | Static analysis tools | 8.2K | 3% | 7 | | Jul 2026 | Static analysis tools | 8.2K | 3.3% | 7 | | Aug 2026 | Static analysis tools | 8.2K | 3.6% | 7 | | Sep 2026 | Static analysis tools | 7.9K | 3.3% | 8 | ## How are Ruff’s branded searches counted? Brandwave collects information about searches that people make online using Ruff’s name. When viewed over time, estimated search volumes for these branded terms can be used to understand whether interest in the brand is growing, holding steady, or fading. - “ruff linter” - “ruff python” ## Which static analysis tools compete with Ruff? - [SonarQube](/demand/global-en/brands/sonarqube) - [Semgrep](/demand/global-en/brands/semgrep) - [ESLint](/demand/global-en/brands/eslint) - [Checkmarx](/demand/global-en/brands/checkmarx) - [CodeQL](/demand/global-en/brands/codeql): Head-to-head: /demand/global-en/compare/codeql-vs-ruff - [Veracode](/demand/global-en/brands/veracode): Head-to-head: /demand/global-en/compare/ruff-vs-veracode - [Coverity](/demand/global-en/brands/coverity): Head-to-head: /demand/global-en/compare/coverity-vs-ruff - [Codacy](/demand/global-en/brands/codacy): Head-to-head: /demand/global-en/compare/codacy-vs-ruff - [SpotBugs](/demand/global-en/brands/spotbugs): Head-to-head: /demand/global-en/compare/ruff-vs-spotbugs - [Snyk Code](/demand/global-en/brands/snyk-code) - [GitHub CodeQL](/demand/global-en/brands/github-codeql) - [Code Climate](/demand/global-en/brands/code-climate) - [Black Duck Coverity](/demand/global-en/brands/black-duck-coverity) ## Methodology - [How is the Brand Demand Index measured?](/demand/methodology): Where the figures come from, what they compare, and how they may be reused. ## Cite this page Brandwave. "Ruff: search popularity worldwide". https://gobrandwave.com/demand/global-en/brands/ruff This page is also available as HTML at https://gobrandwave.com/demand/global-en/brands/ruff. Brandwave publishes an index of its Markdown pages at https://gobrandwave.com/llms.txt.