Product updates

Crawlora Changelog

Track public Crawlora product, API, docs, platform, and reliability updates.

40 public updatesLatest: May 15, 20265 categories

Featured updates

Most useful changes to review first

May 2026

Referral rewards and review workflow

Product

Customer impact

Teams can invite customers, track referral progress, and review rewards without manual spreadsheet work.

Added the customer referral flow, reward tracking, and review controls needed to run referral campaigns from signup through approval.

  • Referral links now carry through signup so customers can invite other teams.
  • Console and admin surfaces support reviewing referral activity and reward state.
  • Billing and usage views have the referral context needed for account-level follow-up.
ReferralsBillingAdmin

Browser-backed reliability improvements

Reliability

Customer impact

Harder public pages get a more resilient extraction path and clearer failure behavior when upstream pages cannot be used.

Improved the execution path for public pages that need browser rendering or extra challenge handling before structured data can be extracted.

  • Expanded browser-backed execution coverage for harder upstream pages.
  • Improved fallback behavior so API responses fail more transparently when an upstream page cannot be used.
  • Documented the reliability lessons that matter for future endpoint work.
Browser renderingReliabilityErrors

Spotify and audio API expansion

API

Customer impact

Audio and podcast workflows now have broader documented coverage across discovery, profiles, charts, and recommendations.

Expanded audio and podcast coverage with more Spotify surfaces and synchronized the public catalog so Docs, Playground, and pricing stay aligned.

  • Added more Spotify profile, playlist, podcast, chart, and recommendation coverage.
  • Synced the endpoint catalog into public Docs, Playground, pricing, and platform pages.
  • Updated monitoring coverage for newly documented API surfaces after rollout.
SpotifyAudioPodcasts

Docs and platform page polish

Docs

Customer impact

Developers can scan supported endpoints and platform groups faster across desktop and mobile.

Polished public API discovery pages so endpoint families, platform groups, and filters are easier to scan on desktop and mobile.

  • Improved Docs filtering layout and platform group grids.
  • Tightened homepage and product page sections around real endpoint examples.
  • Added regression coverage for public page layout and catalog synchronization.
DocsPlatformsResponsive UI

Infrastructure recovery and health alerts

Platform

Customer impact

Customers get a steadier public service because operational recovery and resource pressure signals are easier to catch early.

Expanded infrastructure health coverage, recovery guidance, and cleanup automation for service-critical platform components.

  • Added alerts for resource pressure that can affect public API availability.
  • Improved recovery guidance for service health issues after infrastructure churn.
  • Added cleanup automation for long-running observability data so health checks stay responsive.
ObservabilityRecoveryService health

Clearer product navigation and feature pages

Product

Customer impact

Visitors get a clearer path from product capabilities to docs, pricing, platform coverage, and Playground testing.

Consolidated marketing navigation and feature pages around the API capabilities customers evaluate before integration.

  • Grouped infrastructure features into a clearer product feature hub.
  • Made the homepage endpoint example visible by default.
  • Connected feature pages to Docs, pricing, Playground, and supported platforms.
NavigationFeaturesHomepage

Runtime configuration and preview quality

Platform

Customer impact

Public site changes can be checked more predictably before release, with runtime settings separated from build-time content.

Improved public site quality checks and moved mutable site settings into a safer runtime configuration path.

  • Added stronger preview quality checks for public pages.
  • Separated runtime settings from the built site where possible.
  • Normalized public host references across site pages and examples.
Site qualityConfigurationPublic hosts

Public status visibility

Platform

Customer impact

Customers can find service status and subscribe to updates from public Crawlora surfaces.

Improved how customers can check Crawlora service status from public pages and subscribe to operational updates.

  • Added a public status signal to the site footer.
  • Improved the public status page feed experience.
  • Kept status checks lightweight for faster public page loads.
StatusOperationsAvailability

Release freshness and preview workflow

Platform

Customer impact

Site updates are easier to verify before customers see them, reducing the chance of stale public pages.

Added public build metadata, preview restart shortcuts, and hosted preview support for faster site verification.

  • Added a public freshness signal for the running site build.
  • Improved preview restart ergonomics for public-page review.
  • Allowed hosted preview checks to work cleanly during site development.
PreviewBuild proofSite quality

Playground and public indexing cleanup

Docs

Customer impact

Search engines and users see clean public endpoint routes while authenticated app routes stay private.

Refined public Playground routing and indexing behavior so clean endpoint pages are discoverable while private app routes stay out of search results.

  • Improved clean public Playground routes for endpoint-specific testing.
  • Kept authenticated app routes separate from public discovery.
  • Added coverage for public indexing rules and endpoint route generation.
PlaygroundSEODocs

Public website and SEO expansion

Product

Customer impact

Visitors can evaluate Crawlora with richer product pages, use cases, comparisons, legal pages, and integration guides.

Expanded the public website into a more complete evaluation path for buyers and developers.

  • Added feature, comparison, use-case, pricing, and developer guide pages.
  • Aligned the web scraping API overview with real docs and samples.
  • Improved public metadata and route coverage for organic discovery.
WebsiteSEOUse cases

Browser backend availability

Reliability

Customer impact

Challenge-heavy pages gained more reliable rendering options for structured extraction.

Added and exercised browser backend options used by harder endpoint families that need a rendered page before extraction.

  • Expanded browser backend choices for difficult public pages.
  • Improved service routing for rendered extraction paths.
  • Kept API availability checks aligned with the new browser-backed paths.
Browser renderingAvailabilityExtraction

Social sign-in and profile polish

Product

Customer impact

Customers have a smoother sign-in path and clearer account context once they enter the console.

Improved sign-in options, account profile presentation, and layout resilience across public platform pages.

  • Added social sign-in support and account profile avatars.
  • Hardened platform landing pages against layout overflow.
  • Improved form behavior around API key fields and browser autofill.
Sign inConsoleProfiles

Billing and usage console upgrades

Product

Customer impact

Teams can understand plan limits, billing actions, selected API keys, and usage periods more clearly.

Improved billing actions, active key visibility, usage period defaults, and pricing-to-console handoff.

  • Connected pricing plan actions to billing workflows.
  • Improved active API key selection and display in Playground and console pages.
  • Defaulted usage views to the current billing period for more relevant reporting.
BillingUsageAPI keys

Public domains and MCP access

Platform

Customer impact

Customers get cleaner Crawlora URLs and a clearer path to agent-accessible API tools.

Aligned public domains, frontend routing, API host references, and MCP access points around the Crawlora brand.

  • Moved public examples and site links onto Crawlora hostnames.
  • Exposed MCP access from the public product surface.
  • Linked pricing and billing flows more directly from the public site.
DomainsMCPRouting

Console session and Playground hardening

Product

Customer impact

Developers keep their console context more reliably and get clearer feedback while testing endpoint requests.

Strengthened session restore, auth-state loading, Playground parameter feedback, and API key workflows.

  • Preserved sign-in status across browser refreshes and restarts.
  • Clarified request parameter errors and sample response handling in Playground.
  • Added focused loading states for overview, API key, and usage sections.
ConsolePlaygroundSession

Catalog-driven homepage and platform pages

Docs

Customer impact

Public pages now reflect the same endpoint catalog that powers Docs and Playground.

Reworked the homepage, platform pages, footer links, and docs metadata around the live public catalog.

  • Made homepage sections catalog-driven with product endpoint examples.
  • Added platform landing pages and footer navigation for supported public surfaces.
  • Improved API contract metadata for docs, Playground, and agent-facing surfaces.
CatalogHomepagePlatforms

API reliability guardrails

Reliability

Customer impact

Endpoint behavior is easier to audit, diagnose, and keep consistent as scraper coverage grows.

Added reliability checks, clearer failure classifications, and endpoint deprecation practices for older surfaces.

  • Added scraper reliability auditing and guardrails.
  • Clarified behavior for deprecated endpoint families.
  • Documented lessons for browser-backed and stealth-sensitive endpoint work.
ReliabilityDeprecationDiagnostics

April 2026

Schema-driven Playground and admin operations

Product

Customer impact

Endpoint testing and operational review became more consistent across billing, admin, and Playground flows.

Improved schema views, Playground forms, billing previews, and admin dashboards for day-to-day operations.

  • Enhanced Playground discovery, forms, and schema inspection.
  • Improved billing preview and admin data flows.
  • Added clearer operational filters for console workflows.
PlaygroundSchemasAdmin

Crawlora site and console v1

Product

Customer impact

Customers gained the first integrated web experience for evaluating endpoints, managing accounts, and using the console.

Launched the first Crawlora web experience with public marketing pages, dashboard foundations, and console workflows.

  • Added the first public site and console experience.
  • Introduced dashboard pages for account and API usage workflows.
  • Hardened sensitive console flows before broader public use.
LaunchConsoleDashboard

Public status and API route monitoring

Platform

Customer impact

Customers gained a clearer status surface and stronger checks around public API routes.

Added the public status foundation and expanded route monitoring around the public API surface.

  • Added a public status foundation for customer-facing service checks.
  • Improved public API route monitoring and hostname checks.
  • Expanded startup and availability budgets for smoother service updates.
StatusAPI healthMonitoring

Public API availability and observability

Platform

Customer impact

The public API surface gained stronger availability checks and operational visibility.

Expanded service monitoring, public routing checks, and operational dashboards around the Crawlora API surface.

  • Added application metrics and alert coverage for API health.
  • Improved public route checks for customer-facing endpoints.
  • Expanded dashboards for capacity, traffic, and service health.
AvailabilityMonitoringAPI health

LinkedIn and web intelligence expansion

API

Customer impact

Business research workflows gained broader company, product, profile, and web intelligence coverage.

Expanded professional network and web intelligence endpoints for company research and competitive analysis.

  • Added broader LinkedIn company, product, and profile coverage.
  • Expanded web intelligence search and detail surfaces.
  • Updated public docs around the new business research coverage.
LinkedInBusiness dataWeb intelligence

March 2026

API key auth and core test coverage

Platform

Customer impact

Production requests gained a clearer API key path and broader coverage for core endpoint behavior.

Strengthened the authenticated request path and broadened test coverage around important API contracts.

  • Added static API key support for production-style requests.
  • Broadened core endpoint test coverage.
  • Added focused parsing checks for Google Maps search behavior.
API keysTestingContracts

Proxy quality and source reporting

Reliability

Customer impact

Extraction infrastructure became easier to measure, rebalance, and keep healthy for public endpoint traffic.

Improved source quality reporting, validation throughput, and traffic accounting for the extraction network.

  • Added source quality reporting for network inputs.
  • Improved validation scheduling and throughput measurement.
  • Persisted traffic and source refresh counters for clearer operational review.
Network qualityMonitoringThroughput

App Store and Google Play APIs

API

Customer impact

App intelligence workflows gained structured access to app listings, reviews, and store metadata.

Added mobile app store endpoint families with docs, examples, and integration coverage.

  • Added App Store scraper APIs and documentation.
  • Added Google Play scraper APIs, examples, and handler coverage.
  • Expanded service and integration tests for mobile app data workflows.
App StoreGoogle PlayReviews

September 2025

Search API reliability refresh

Reliability

Customer impact

Search workflows became more stable as upstream parsing and browser behavior changed.

Refreshed search endpoint behavior and browser impersonation support for search result extraction.

  • Adjusted Google Search extraction for upstream changes.
  • Improved browser impersonation support for harder pages.
  • Kept search result parsing aligned with current page behavior.
Google SearchReliabilityParsing

August 2025

Instagram profile and post coverage

API

Customer impact

Social research workflows gained structured profile, post, and reel data surfaces.

Added Instagram profile, post, and reel coverage with documentation for social data use cases.

  • Added Instagram profile extraction.
  • Added post and reel coverage.
  • Documented social endpoint behavior for developers.
InstagramSocialProfiles

July 2025

YouTube and product discovery APIs

API

Customer impact

Video research and product discovery workflows gained comments, captions, tags, and launch database coverage.

Expanded YouTube transcript and community data alongside Product Hunt search and product discovery endpoints.

  • Added YouTube caption, comment, and tag coverage.
  • Added Product Hunt product and user search coverage.
  • Improved docs for product discovery workflows.
YouTubeProduct HuntDiscovery

June 2025

Business research and video transcript expansion

API

Customer impact

Research teams gained richer company intelligence and video transcript extraction options.

Added Crunchbase organization and person coverage plus YouTube subtitle extraction for research workflows.

  • Added company and person research endpoints.
  • Added YouTube subtitle extraction.
  • Expanded worker-backed enrichment for business data.
Business intelligenceCrunchbaseYouTube

May 2025

Local business enrichment workflows

API

Customer impact

Lead generation and local market research workflows gained more business enrichment signals.

Expanded local business enrichment with business type, contact, status, and place data improvements.

  • Added business type and place enrichment.
  • Expanded website status and contact enrichment workflows.
  • Improved Google Maps place and search behavior for local business research.
Google MapsLeadsEnrichment

March 2025

TikTok trend research coverage

API

Customer impact

Social trend analysis gained structured coverage for creators, hashtags, trending topics, and videos.

Expanded TikTok search, creator, hashtag, trend, and video data for social intelligence workflows.

  • Added TikTok search user and trending documentation.
  • Added creator and hashtag trend coverage.
  • Expanded popular trend video and hashtag detail APIs.
TikTokTrendsSocial

February 2025

Google Maps search API

API

Customer impact

Local discovery workflows gained structured Google Maps search and place data.

Added Google Maps search coverage, documentation, and usage monitoring improvements.

  • Added Google Maps search and place extraction.
  • Updated documentation for local business workflows.
  • Improved API usage monitoring around authenticated requests.
Google MapsLocal searchUsage

January 2025

Usage monitoring and account identity

Platform

Customer impact

Accounts gained clearer usage visibility and customer identity fields for operational follow-up.

Added API usage monitoring and account identity improvements that later supported console billing and usage pages.

  • Added API usage monitoring foundations.
  • Added account email and username fields.
  • Improved notification handling for account events.
UsageAccountsMonitoring

December 2024

Finance, marketplace, and social API breadth

API

Customer impact

Customers gained broader structured coverage across finance, marketplaces, social discovery, and web intelligence.

Expanded endpoint families across Google Finance, Amazon, TikTok, Similarweb, and general web parsing.

  • Added finance search, ticker, quote, income statement, balance sheet, cash flow, and crypto coverage.
  • Added Amazon suggestion, search, and product improvements.
  • Added TikTok post, comment, category, explore, and trending coverage.
FinanceAmazonTikTok

November 2024

LinkedIn business data coverage

API

Customer impact

Business research workflows gained professional profile, school, product, and job data coverage.

Added LinkedIn endpoint coverage for people, schools, products, and jobs.

  • Added LinkedIn people and school data extraction.
  • Added LinkedIn product page coverage.
  • Added LinkedIn job data coverage for recruiting and market research workflows.
LinkedInJobsProfiles

October 2024

Google Search, News, Image, and Shopping APIs

API

Customer impact

Search and shopping research workflows gained the first broad Google endpoint coverage.

Added Google Search, News, Image, and Shopping extraction with API documentation.

  • Added Google Search result extraction.
  • Added Google News and Image Search coverage.
  • Added Google Shopping search and detail coverage.
GoogleSearchShopping

Accounts, rate limits, and API docs

Platform

Customer impact

The API gained the account and request-control foundations needed for customer-facing usage.

Added sign-in, sign-up, rate limiting, metrics, and the first structured API documentation updates.

  • Added account sign-in and sign-up foundations.
  • Added rate limiting for fair API usage.
  • Added metrics and documentation updates for early API consumers.
AccountsRate limitsDocs

July 2024

Platform foundation for reliable extraction

Platform

Customer impact

Crawlora began with the network and monitoring foundations needed to support reliable public web extraction.

Started the platform foundation that later powered endpoint coverage, availability checks, and structured API delivery.

  • Established early network validation and peer health workflows.
  • Added the first operational building blocks for high-volume extraction.
  • Created the base that later supported public API endpoints and monitoring.
FoundationReliabilityMonitoring