reviews

Cloud-hosted Python watchdog that uses SerpApi Google Maps reviews to monitor local business profiles and email alerts when low-star reviews appear.

Uses SerpApi to analyze App Store reviews, local business feedback, search demand, and AI Overviews for unmet needs and visibility gaps.

Turns Google Maps restaurant reviews into Chinese briefings, low-rating alerts, and English reply drafts using a local model.

Retrieves YouTube reviews and transcripts through SerpApi and highlights explicit sponsorship and affiliate disclosures.

Compares Indian product offers and retrieves product review information through SerpApi.

Collects hospital reviews and news to help users examine reports from Ayushman Bharat cardholders.

Compares hospital reviews mentioning a selected procedure and organizes patient complaints, dates and hospital replies.

Collects customer feedback and public search evidence through SerpApi for sentiment analysis and prioritized research briefs.

Collects hotel reviews through SerpApi and groups guest feedback by service topic for hotel owners.

Collects business reviews through SerpApi and groups customer feedback into scored themes.

Finds healthcare providers through SerpApi and compares their listings and patient-review themes.

Investigates venue accessibility using SerpApi search and review evidence, preserving conflicting and missing information.

Combines hotel discovery, review evidence and travel news from SerpApi for accommodation comparisons.

Examines Google Maps reviews and contributor activity through SerpApi, showing review warning signals and their effect on ratings.

Collects public business, app and creator feedback through SerpApi and groups it into actionable themes.

Combines SerpApi place listings, reviews and public discussions for destination research by women travelers.

Finds Kerala cafés and study spots through SerpApi and compares them using visitor reviews.

Builds graphs of reviewer and business overlaps from SerpApi review data to support evidence-based inspection.

Analyzes Google Maps reviews to surface recurring customer feedback and compare a business with nearby competitors.

Uses SerpApi Google Maps and Google Maps Reviews APIs to score Austin apartments and summarize review themes with supporting excerpts. Scores reflect reviews, not physical building inspections.