First into OpenAI ADS before the channel gets crowded
Segment:
SaaS and info-products
Result:
x2-3 cheaper reach vs saturated channels
Direction:
External Advertising
Format:
Representative scenario
The task
A SaaS and info-business wanted paying users but every old channel was already priced to the ceiling.
This is a typical engagement, not a named client case: it shows how the stack is put together and what numbers it reaches. Client work with names and results is in Cases.
What the AI units did
We got them in early on OpenAI ADS: placements inside ChatGPT while the auction is still thin.
Outcome
Reach of a targeted, solvent audience came in roughly 2 to 3 times cheaper than the crowded channels, with room to scale before everyone else piles in.
