TokenRa
One API key for Chinese AI models.
Developer Tools·AI & Machine Learning
What is TokenRa?
One API key for Chinese AI models. TokenRa is a B2B API aggregation platform giving developers unified, OpenAI-compatible access to leading Chinese LLMs. Developers use one API key instead of a separate integration for each provider. TokenRa gives teams a single, OpenAI-compatible way to call leading Chinese large language models.
Ready to launch?
Submit your product and get discovered by builders and creators worldwide.
Launch Now
FounderPlaybooks.
What other founders did to grow.
2722 dispatches from hundreds of founders, pulled from the week's best podcasts.
I'll narrow that down and then what I'll do before I integrate it into all the messaging of the app itself is I'll test it first... understanding which angles the competitors are going on because back to the weather app like if everyone's just saying you know check it within a moment or talk about the weather like then you're not going to stand out.
Use Competitor Analysis to Find Messaging White Space, Not Validate Your Own
Competitor analysis in a JTBD context isn't about copying what works — it's about identifying which angles are already saturated so you can own a different one. If every weather app says 'check the weather quickly,' that job is commoditized. Daphne maps competitor messaging first to find the angles that are still unclaimed, then tests those in ads.
I tend to have like the pillars — the channels that are working where I continue investing massively in this channel — usually 30% will go to just testing new things, and in the meantime I will expand my budget like starting to explore new channels knowing that for some of them it's going to take longer.
Reserve 30% of paid budget permanently for testing new channels
Concrete portfolio rule: keep pillar channels funded, but always carve out roughly 30% of paid spend for testing new ones. This guards against platform dependency and creative fatigue while compounding learning across the funnel — so when a pillar saturates you already have the next winner warming up.
There's a play for whatever you're stuck on.
Read all 2722 playbooks