google-reviewsResearch Google Maps and Shopping reviews for any company. Run multi-brand monitoring with heartbeat refreshes and sentiment reports.
Install via ClawdBot CLI:
clawdbot install ivangdavila/google-reviewsGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://clawic.com/skills/google-reviewsUses known external API (expected, informational)
googleapis.comAudited Apr 17, 2026 · audit v1.0
Generated Mar 21, 2026
A restaurant owner wants to research Google Maps reviews of three competing establishments in their neighborhood to understand customer sentiment, common complaints, and strengths before finalizing their menu and service strategy. They need a one-off analysis comparing ratings, review themes, and recency to identify gaps and opportunities.
An investor is evaluating a potential acquisition of a retail chain and needs to assess its online reputation by analyzing Google Shopping and Maps reviews across multiple locations. They require evidence of customer satisfaction, recurring issues, and sentiment trends to inform valuation and post-acquisition action plans.
A franchise operator manages several brands under one company and wants to set up recurring monitoring of Google reviews for each brand to track sentiment shifts, alert on critical feedback, and generate weekly reports. This involves defining per-brand scopes, cadences, and thresholds for heartbeat refreshes.
An e-commerce seller uses both Google Shopping and Business Profile reviews and needs to analyze customer feedback from these sources separately to identify platform-specific issues, such as shipping complaints on Shopping versus service complaints on Maps. They start with a one-off research before considering ongoing tracking.
A software-as-a-service platform offers automated Google review monitoring and sentiment reporting to businesses, charging a monthly subscription based on the number of brands or locations tracked. Revenue comes from tiered plans that include features like alerting, dashboards, and scheduled reports.
A consulting firm provides one-off analysis services to clients needing competitor review research, using this skill to gather evidence and deliver insights. Revenue is generated through project-based fees for reports that inform marketing, product development, or acquisition strategies.
A digital marketing agency sets up and manages recurring monitoring workflows for clients, using this skill to track sentiment trends, generate weekly reports, and provide actionable recommendations. Revenue comes from retainer contracts that include monitoring, reporting, and response management services.
💬 Integration Tip
Ensure access to Google APIs or user-approved data sources is configured before use, and set up the required directory structure in ~/google-reviews/ for storing monitoring state and reports.
Scored Apr 19, 2026
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