Notra turns shipped work into changelogs, launch posts, marketing assets, and social updates in a company's own voice. Because Notra generates images in a non-traditional way, the product needs high-quality brand assets that can be rendered cleanly inside customer-facing visuals.
For Dominik Koch, that meant moving away from a scraping setup and giving Notra's agents a dependable brand and web data layer. Context.dev became the source for the logos, SVGs, and company context Notra needs to make every generated asset feel pixel-perfect and on brand.
Here's how Dominik put it:
"It took my agent just 5 minutes to migrate from Firecrawl to Context.dev and the final PR turned out to be smaller than the previous implementation."
The use case
Notra helps teams turn product progress into polished launch and marketing content. Since the product does not rely on image models, it needs precise inputs: clean logos, preferably SVGs, reliable brand assets, and enough web context for agents to understand how a company presents itself.
Context.dev gives Notra that layer through one API. Today, it powers Notra's chatbots, web search and fetch tools, and brand identity generation. Instead of maintaining a brittle scraping path for every customer site, Notra can pull the structured context its agents need and render customer brands accurately across generated images and content.
Why Context.dev?
For Notra, the win came down to a few things:
- Five-minute migration: Dominik's agent replaced the previous Firecrawl implementation in five minutes, and the final PR was smaller than the code it removed.
- Pixel-perfect brand assets: Context.dev returns high-quality logos and assets, including SVG-friendly sources, so customer brands look sharp inside Notra-generated images.
- Agent-ready web context: The same API powers Notra's chatbots, web search, and fetch tools, giving agents the context they need about each brand.
- A platform to build on: Notra already uses Context.dev in production and is exploring deeper integrations with the brand and sitemap APIs.
By migrating to Context.dev, Notra simplified its implementation while improving the quality of its brand identity generation. The result is a cleaner data layer for agents, sharper customer visuals, and more room to ship upcoming brand-aware features without rebuilding the scraping stack.
Want your agents to understand every customer's brand and render it accurately across your product? Context.dev gives you the web data and brand context layer so your team can focus on the experience, not the scraping infrastructure.