Use Cases directory
Choose the workflow you want to build
Power LLMs with Web Context
Give AI agents real-time website context with clean markdown, crawl results, screenshots, brand data and structured extraction.
POST /v1/web/crawl
Reduce Onboarding Friction
Personalize onboarding automatically with company logos, colors, fonts, styleguides, descriptions and industry classification.
GET /v1/brand/retrieve
Enrich Company Profiles
Build richer CRM, directory and marketplace profiles with logos, descriptions, socials, colors, addresses and industry data.
GET /v1/brand/retrieve-by-email
Automated Brand Kits
Generate brand kits on demand with logos, colors, typography, component tokens, CSS variables and Tailwind theme exports.
POST /v1/workflows/brand-kit
Stock Ticker Enrichment
Resolve public-company tickers and ISINs into company websites, logos, brand profiles and stock metadata.
GET /v1/brand/retrieve-by-ticker
Logo Link API
Serve company logos through a spreadsheet-friendly public Logo Link endpoint with monogram fallback.
GET /logo-link
Power Generative AI
Enhance AI generation with real-time brand context, product facts, pricing pages, images and styleguide tokens.
POST /v1/brand/ai/query
Transaction and Billing Data
Map messy merchant descriptors to real-world brands, categories, logos and company context.
GET /v1/brand/transaction-identifier
Programmatic Theming
Make your app adopt each customer’s look and feel with extracted colors, typography, buttons, cards and CSS exports.
GET /v1/web/styleguide
Zapier Automations
Build no-code workflows for brand enrichment, client slides, company research and logo delivery.
integrations/zapier
Competitor Intelligence API
Monitor competitor websites for positioning, products, pricing, screenshots, style changes and content updates.
POST /v1/workflows/competitor-monitoring
E-commerce Product Extraction
Extract product names, prices, currencies, availability, images and catalog candidates from e-commerce websites.
POST /v1/brand/ai/products
RAG Website Ingestion
Convert websites into clean markdown, metadata, links and source-aware chunks for retrieval-augmented generation.
POST /v1/web/crawl
Agency Client Reporting
Automate branded audits, website research, screenshots, styleguides and client presentation assets.
POST /v1/workflows/client-presentation
Responsible web data
Built for public or authorized data workflows
MediaHarvester exposes clear blocked, verification, login, robots and permission states instead of claiming bypass behavior.