Verification
This build proves monetization should branch with behavior instead of collapsing into one static pricing path.
The useful thing here is not just showing different offers. It is keeping source, signal, branch, and yield tied together so pricing logic can be challenged intelligently.
- Offer ladders are modeled with UTM source, entry offer, upsell path, fallback path, and commercial yield in one surface.
- Conversion branches connect behavior triggers to next-best offers so monetization decisions stay tied to session intent instead of guesswork.
- Session signals make it clear which audiences should accelerate toward revenue and which ones need a lighter trust-building path first.