Journeybee is a B2B partner management system: one portal where companies onboard their referral, reseller, and distributor partners, share resources and certifications, register deals, and track what the ecosystem produces. An AI Co-pilot helps those customers build out the materials their partners rely on.
A co-pilot like that is only as good as what it knows about the customer. It needs their branding, their recent marketing, what their web presence says today. Journeybee had a provider supplying that context. Co-founder Haydn Martin wanted better.
Three jobs for one API
The search was practical. Haydn's team went comparison shopping online for a web context API and scraper, with jobs lined up across the whole platform: a better onboarding process for customers, a stronger AI implementation, and easier branding and user experience throughout the product.
That breadth is the point. The same web context that personalizes onboarding is what an AI feature needs to generate relevant output, and what a UI needs to feel like it already knows the customer.
A 10-minute provider switch
Swapping infrastructure providers usually earns its own line on the roadmap. This one didn't need it.
"It took about 10 minutes to switch out our old provider for context.dev. Their docs and AI implementation process is such a breeze."
The docs are written to be handed to an agent as much as to a person, so an AI-assisted migration doesn't stall on ambiguity. Ten minutes later, Journeybee was on the new provider.
A Co-pilot that knows the customer's brand
The payoff shows up where Journeybee's customers do their work. When a customer builds out partner resources, certifications, or an email marketing campaign, the Co-pilot pulls what it needs to make that material theirs.
"The main outcome of implementing context.dev has been a much better AI Co-pilot experience for our customers when building out their resources, certifications and email marketing campaigns, since it's a cinch to fetch relevant branding and recent marketing context from the API."
Branding keeps the output on-brand. Recent marketing context keeps it current, reflecting what the customer is actually saying to the market right now rather than whatever was true when their account was created.
Key benefits
- A 10-minute migration: the old provider was out and Context.dev was in within about 10 minutes, guided by docs and an AI implementation process Haydn calls a breeze.
- A better AI Co-pilot experience: customers building resources, certifications, and email marketing campaigns get output grounded in their own brand.
- Fresh marketing context on demand: the Co-pilot fetches what a customer is publishing now, not a stale snapshot.
- One API across the platform: onboarding, the AI implementation, and branding in the user experience all draw from the same web context.
The outcome
Journeybee replaced its web context provider in about the time it takes to write the migration ticket, and its customers got the upgrade: an AI Co-pilot that builds partner resources, certifications, and email campaigns in their own branding, informed by their most recent marketing, fetched from Context.dev whenever it's needed.
Building an AI feature that needs to know your customers' brands? Context.dev turns any domain into branding, marketing context, and structured page content your product can fetch on demand.
P.S. Running a B2B partner program? Journeybee gives your partners one portal for onboarding, resources, certifications, and deals.