Blog
Insights, updates and stories from our team
Guide2026/06/01
Feeding Competitor Data to Your Marketing AI Agent: SimilarWeb + Facebook → Markdown
A practical guide to piping competitor traffic and social data into your marketing AI agent as clean, token-efficient markdown — without building a scraper.
Guide2026/05/29
PDF, Word & Slides to Markdown for RAG: What Breaks and How to Fix It
A field guide to converting documents into clean, chunkable markdown for RAG — the failure modes that quietly wreck retrieval, and how to avoid them.
Comparison2026/05/26
Markstream vs Firecrawl vs Jina Reader: Picking a Markdown API for Marketing Agents
An honest 2026 comparison of three ways to turn the web into clean markdown for LLMs — and which one fits if your agent needs marketing and competitor data.