Use cases
Web Scraping API Use Cases
Explore what developers, SaaS teams, agencies, data teams, and AI-agent builders can create with Crawlora's structured public web data APIs.
Crawlora helps teams move from brittle scraping scripts to production-ready public web data workflows. Use platform-specific APIs, normalized JSON, browser-backed execution, managed proxy routing, retries, usage tracking, and credit-based pricing to build reliable data products faster.
Production workflow
From public source to product feature
01
Choose a platform
Search, maps, video, app stores, marketplaces, reviews, finance, or product research.
02
Call a documented API
Use platform-specific endpoints instead of generic fetch-and-parse code.
03
Receive normalized JSON
Store cleaner records for dashboards, agents, alerts, and research workflows.
04
Operate with controls
Use API keys, credit-based pricing, rate limits, and transparent failure context.
Use-case library
Choose the workflow your buyer is already searching for
Each page maps a practical product workflow to Crawlora's structured public web data APIs, responsible-use boundaries, and relevant platform documentation.
SERP Monitoring
Track keyword rankings, organic results, search result changes, and competitive visibility across search workflows.
Explore use caseGoogle Maps Lead Generation
Collect and enrich local business data for B2B lead generation, market mapping, and local intelligence.
Explore use caseApp Review Analysis
Analyze app reviews, ratings, version changes, and competitor feedback from app stores.
Explore use caseTikTok Trend Intelligence
Track creators, videos, hashtags, comments, music, and trend signals for social research.
Explore use caseYouTube Creator Intelligence
Research channels, videos, comments, playlists, captions, transcripts, Shorts, and creator performance.
Explore use caseYouTube Transcript Extraction
Collect transcripts and captions for AI summarization, research, content analysis, and knowledge workflows.
Explore use caseAmazon Product Monitoring
Monitor product listings, prices, availability, reviews, and competitive e-commerce data.
Explore use caseProduct Hunt Research
Track launches, makers, reviews, upvotes, topics, and startup discovery signals.
Explore use caseAI Agent Web Data
Feed AI agents and automation workflows with structured public web data instead of raw HTML.
Explore use caseChoose by team
Map Crawlora to the team building the workflow
Different teams search for different outcomes. Start with the buyer's workflow, then pick the platform APIs behind it.
SEO teams
SERP monitoring and keyword visibility workflows.
OpenLocal data teams
Google Maps business discovery and local intelligence.
OpenMobile app teams
App Store and Google Play review analysis.
OpenCreator economy teams
TikTok and YouTube creator intelligence.
OpenE-commerce teams
Amazon product monitoring and marketplace intelligence.
OpenStartup researchers and VCs
Product Hunt launch and market research.
OpenAI teams
Structured public web data for AI agents.
OpenChoose by data source
Start from the platform surface you need
Crawlora focuses on supported public platform APIs where normalized JSON is more useful than raw HTML.
Search
Google Search, Bing, and Brave search workflows.
OpenMaps/local
Google Maps local business and place data.
OpenSocial/video
TikTok, YouTube, and Instagram public content workflows.
OpenApp stores
Apple App Store and Google Play app data.
OpenMarketplaces
Amazon and eBay product workflows.
OpenReviews/business
Trustpilot, Product Hunt, SimilarWeb, and LinkedIn workflows.
OpenFinance
Google Finance public market data workflows.
OpenStart building
Build your first structured web data workflow
Browse Crawlora's documented APIs, test requests in the Playground, and connect supported public web data sources to your product.