Google Reviews Analyzer — AI Sentiment Analysis
Google Reviews Analyzer is an LLM-powered sentiment analysis tool for business owners managing local reputations
Google Reviews Analyzer is an open-source tool designed to extract and interpret customer feedback from Google Business Profiles using Large Language Models. This application is built for business owners, agency managers, and local SEO specialists who need to process large volumes of reviews without manual reading. By leveraging LLM technology, Google Reviews Analyzer categorizes feedback into specific themes, identifies recurring customer pain points, and assigns accurate sentiment scores to every entry. The tool provides detailed visualizations through a user-friendly dashboard, allowing teams to monitor reputation trends over time. Business leaders can use these insights to adjust service quality, respond to common criticisms, and improve local search rankings through better customer satisfaction. Marketing teams can also identify positive testimonials to repurpose for social proof and advertising campaigns. As a versatile technical project, Google Reviews Analyzer allows for customization based on specific industry needs, whether you are managing a single storefront or a national franchise. You can find more details on how to deploy this for your own company on surfai.app. The platform helps convert raw text into actionable data-driven strategies for local growth. While the core codebase is available for free, users typically pay for the underlying API usage required to fetch the localized search data and process the LLM tokens.
- Pricing: freemium
Specifications
| Pricing | freemium |
|---|---|
| Integrations | Google Maps, SerpApi, OpenAI API, Python SDK, Streamlit, GitHub |
| Best for | founders, local-business-owners, marketing-agencies_seo-specialists |
| Website status checked | 2026-10-24T06:01:19.947+00:00 |
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