monitoring

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

Searches Google Maps by location and category, detects newly listed businesses against SQLite history, writes results to Google Sheets, and sends Telegram or email alerts.

Industrial diagnostics platform that searches technical standards and bulletins through SerpApi's Google Search API before generating maintenance recommendations.

Searches food-recall coverage through SerpApi's Google news results, then helps pantry teams document and close recall responses.

Collects company coverage through SerpApi's Google News API and compares it with historical baselines to detect changes in the narrative.

Monitors competitors' advertising and search demand through SerpApi's Google Ads, Ads Transparency, Trends, and Autocomplete APIs.

Searches for brand impersonation across SerpApi web, AI, app-store, shopping, map, image, and video results to prioritize investigation and takedown drafts.

Searches vendor pricing, outages, deprecations, and security reports through SerpApi to prepare cited due-diligence assessments.

Finds domains resembling a brand and uses SerpApi's Google Search API to check whether suspicious domains appear in search results.

Monitors configured keywords through SerpApi's Google Search and Google News APIs, then uses a local LLM to write digests with summaries, sentiment, and suggested actions.

Collects competitor, pricing and demand evidence through SerpApi and tracks changes in market observations.

Uses SerpApi searches to research an organization's publicly visible domains, content and threat information.

Combines bus-card usage forecasting with SerpApi searches for Goa transit updates and disruption information.

Collects emergency advisories and news search results to help users review local hazards and supporting sources.

Searches educational portals and announcements for scholarship updates, then extracts screening dates and venues.

Creates personalized news briefs and rechecks watched stories for substantive updates using Google News.

Searches for location-specific disruptions through SerpApi and classifies results for a logistics and disaster-response interface.

Versions SerpApi search evidence and compares changes in sources, rankings and snippets for automated regression checks.

Adds location-based weather news from SerpApi Google News to a weather and rainfall dashboard.

Uses SerpApi news searches to identify disruptions and supply-chain signals for an operations dashboard.

Compares repeated SerpApi job searches to track new listings, removed postings and hiring activity by company.

Monitors flight routes through SerpApi and tracks changes in availability, frequency and prices.

Monitors a financial watchlist with SerpApi news and finance data and groups related coverage for investigation.

Discovers public tender sources through SerpApi for comparing procurement notices and subsequent changes.

Monitors customer-care search results, local listings and ads for phone numbers that differ from official brand records.

Adds weather-related news retrieved through SerpApi to a weather analytics dashboard.

Collects competitor search, news, advertising and video signals through SerpApi for marketing research.

Finds Indian public tenders through SerpApi and organizes source links for small-business research.

Monitors stock watchlists with SerpApi Google Finance data and generates alerts from user-defined rules.

Searches for matching images across SerpApi engines and organizes discovered pages for image-use investigations.

Monitors local competitors and demand signals through SerpApi and reports changes between market snapshots.

Stores snapshots of Google results through SerpApi and reports new URLs, removed pages and ranking changes.

Monitors public notices and news through SerpApi for changes affecting schemes, exams and recruitment.

Tracks a shop's Google Maps visibility and compares nearby competitors using SerpApi search results.

Adds public market and news research from SerpApi to a local portfolio-analysis application.

Records SerpApi market observations over time and compares financial, news, app and advertising signals.

Searches for recent AI-tool releases through SerpApi and organizes findings into research briefings.

Finds migration, deprecation and security references for Python dependencies through SerpApi and tracks human review decisions.

Finds jobs through SerpApi, compares profile fit and tracks changes in returned listings.

Searches route disruptions and nearby fuel or charging stops through SerpApi for Indian road-trip planning.

Researches possible explanations for satellite telemetry anomalies using web and news evidence from SerpApi.

Finds dated public evidence through SerpApi to track software-product commitments and announced deadlines.

Compares market prices, news and search interest retrieved through SerpApi in a financial research dashboard.

Checks dated claims from documents against newer SerpApi evidence and creates a cited review report.

Searches an organization's public web footprint through SerpApi to identify material for exposure review.

Finds Indian government tenders through SerpApi and tracks discovered opportunities.

Retrieves cybersecurity news through SerpApi and organizes articles with transparent severity labels.

Uses SerpApi news and shopping results to investigate changes affecting businesses and markets.

Searches eBay listings and compares them with public product recalls to flag possible matches for review.

Finds Reddit discussions through Google Search and combines them with Hacker News posts into a local AI research brief about customer problems.

Visualizes SSH honeypot activity and uses SerpApi Google Search to find public references to observed domains, IP addresses, and file indicators.

Monitors conditions described in natural language, using Google Search for requests without a source URL and notifying users when a change is detected.

Searches for news about a business's software tools overnight and writes a brief of changes and deadlines that may need attention.