Performance Max without the mystery: guardrails that keep control
Performance Max can be a black box or a workhorse. The difference is the guardrails you set before launch.

Performance Max asks advertisers for an unusual amount of trust. You hand Google your assets, your feed and a target, and the campaign decides where your money goes across Search, Shopping, YouTube, Display, Gmail and Maps. When it works, it works well. When it does not, the default reporting makes it hard to know why.
The good news is that most of the control people think they have lost can be recovered with a handful of decisions made before launch.
Separate brand before you judge anything
Left alone, Performance Max will happily serve on your brand terms and take credit for customers who were coming anyway. Brand exclusions belong in the account from day one, and brand performance should be reported separately every month.
Once brand is carved out, the remaining numbers describe genuinely incremental activity, and decisions about budget become much easier to defend.
Feed quality is campaign quality
For retail, the product feed does the targeting. Titles that lead with the attributes people actually search for, correct product types, and custom labels carrying margin data will do more for performance than any bidding tweak.
Rebuilding the feed before restructuring campaigns is unglamorous work, and it is usually the highest-leverage hour you will spend on an ecommerce account.
Give the algorithm honest values
A target ROAS built on revenue treats a clearance sale and a full-margin sale as equals. Passing profit-based conversion values, or at least margin-banded values, points the system at the outcome you actually want.
If you can only do one thing from this article, do this one. Value-based bidding with honest values beats manual cleverness in most accounts, and it costs nothing but the effort of getting the data in.