operators finished a full lab cycle in 2025
Bang Kapi · Ad revenue desk
The mediation CSV is not a strategy. It is a conversation you still have to finish.
mediation and bidding surfaces covered in the current catalog
average weeks from first session to a live dashboard change
written reviews collected after residency cohorts last year
Flagship desk
Revenue Signal Lab
A six-module course for people who already have a mediation account and still argue about “the number” in stand-up. You will rebuild a weekly revenue brief from exports, not from a screenshot of yesterday’s eCPM.
The lab does not promise a higher ARPDAU. It promises a method you can defend when UA, product, and finance sit in the same room.
Read the module list
From the desk
Operators, not slogans
Module three forced us to stop averaging fill across countries. The Thailand row finally made sense, which was awkward, because we had been celebrating a blended figure for months.
Somsak W., growth lead · Chiang Mai
I came in wanting a prettier Looker board. The lab kept sending me back to the mediation log. Useful, slightly annoying, and the only reason finance stopped asking me to “just raise the floor.”
Client in casual puzzle publishing
What the desk actually teaches
Ad Monetization App Analytics without the theatre
Signals before slogans
You learn to separate auction density, match rate, and impression quality. A rising eCPM can still be a bad week if the session graph is quietly thinning.
Cohorts that keep their shape
LTV tables are easy to flatten into a single curve. The desk keeps day-0 ads, day-7 return, and paid UA mix visible so you do not “optimize” the wrong slice.
Privacy as a constraint, not a footnote
ATT, consent strings, and store review language change what you can claim. Analytics that ignore that boundary do not survive a real ship date in Thailand or anywhere else.
A brief you can send upstairs
Every lab ends with a one-page revenue note: what moved, what you checked, what you will not change yet. That note is the product, not the slide theme.
Field notes
Recent writing from the catalog
Mediation
Waterfall myths that still show up in weekly reviews
Floor prices are not a personality. They are a hypothesis with an expiry date.
Read the note
LTV
How to read an LTV cohort without flattening the story
If your chart has one line, you already threw away the argument.
Read the note
Fill & eCPM
Fill rate and eCPM are not a trade-off you “pick”
They move together until inventory quality, geo mix, or the SDK budget changes.
Read the noteA lab cycle
Three passes, then a brief
Bring a real export
We start from your mediation or bidding CSV, not a demo property. If the file is messy, that is the lesson, not a blocker.
Rebuild the week
You reconstruct revenue, fill, and session context until the story holds. Office hours in Bang Kapi exist for the stuck parts.
Send it upstairs
The cycle closes when you can explain one change you will make and two you will not. Silence is an acceptable conclusion.
Invitation
If you already live in the mediation console, you do not need another motivational course.
You need a desk that will argue with the chart. Seats are informational; there is no checkout on this site. Write to the Bang Kapi office or open the catalog.