MH MediaHarvester Web Context API

Use Cases

Use Cases for Web Context, Brand Intelligence and AI Extraction

Explore practical MediaHarvester use cases for AI agents, onboarding, CRM enrichment, brand kits, competitor research, product extraction and no-code workflows.

Use Cases directory

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14 pages
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

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MediaHarvester exposes clear blocked, verification, login, robots and permission states instead of claiming bypass behavior.

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