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Intermediate training · Module 2 — Smart Bidding I — strategies, portfolios, learning and the target judge

The judge: judging each campaign by its business target, not by the strategy target

⏱️ 11 min read · 💰 Bids and budgets 📐 Measurement 🥷 Scripts · updated on 2026-08-22

🎧 Listen to the lesson · ≈ 5 min🔒 Subscribers only

A campaign on a target CPA of €40 that achieves a CPA of €40 is "meeting its target". But if the business needs those leads to turn into sales at a ROAS of 5 and the real ROAS is 2, the campaign is failing, however proud Smart Bidding may be. The distinction between the strategy target (what Google chases) and the business target (what you need) is the heart of advanced bid management. This lesson builds the "judge" that separates the two.

Two targets, two questions

Strategy target Business target
Who sets it You, in the campaign settings You, in a sheet, from the margin and the economics
Who chases it Smart Bidding Nobody, unless you judge it yourself
What it measures The CPA or ROAS of the conversions the strategy uses The CPA or ROAS of the conversions that matter, over the business's window
The question Is Google delivering what I asked for? Is this campaign actually worth it?

The target is a tool for reaching the goal, not the goal. You may need a €35 target to achieve a business CPA of €40 (because there are conversions the strategy does not count), or a €50 target to achieve €40 (because the strategy is counting conversions the business does not need).

The cross-mode case

It happens constantly and almost nobody looks at it:

The judge therefore needs to know, for each campaign, two things that are not in Google Ads: its business target (CPA or ROAS and its figure) and which conversions count towards it.

Reference conversions

Each campaign has a reference conversion action (or actions) for the judge: the ones that mean money for that business. They may match the account's primary actions... or not. Examples:

This is stored outside Google Ads: a sheet with the campaign (by its ID, not by its name), the type of target, the target figure, the reference conversions and the evaluation window.

The judging method

Every week (or every night, if it is a script), per campaign:

  1. Window: the last 14-30 complete days, excluding the conversion lag.
  2. Minimum volume: if there are fewer than ~10 reference conversions in the window, the verdict is "no data": leave it alone.
  3. Calculation: CPA or ROAS using the reference conversions, against the business target.
  4. Verdict: meeting it (within ±15%), beating it (better than the target by more than 15%), missing it (worse by more than 15%).
  5. Context: lost IS (budget) and lost IS (rank), learning status, recent changes.

What to do with the verdict

Verdict Lost IS (budget) Action
Beating it High Raise the budget by 10-20%: there is profitable demand going unbought
Beating it Low Loosen the target (CPA +10% / ROAS −10%): buy more volume at a slightly higher price
Meeting it Any Nothing. Let it work
Missing it Do not touch bids first: review the terms, the ads, the landing page and the measurement; if all of that is fine, tighten the target by 10% and wait
Missing it badly (CPA > 2× the target, sustained) Lower the budget to limit the damage while you diagnose
No data Wait; if it has gone months without data, consider a portfolio or a merge

And the usual rule: one move per campaign per cycle, small, logged, with a wait before the next judgement.

The classic mistake: judging by the target

A campaign with a €40 target and a CPA of €39 shows up "green" in Google Ads. The judge, using the reference conversions (qualified leads, not forms), calculates a real CPA of €160: 75% of the forms were not customers. The campaign had spent months "meeting its target" while losing money. Without a judge of your own, Google Ads would never have told you — it cannot: it does not know which forms were any good.

💡 Ninja trick: this lesson is the specification for the Suite's Smart Bidding (SBNS). In its sheet you store, per campaign (by ID), the business target — CPA or ROAS, even cross-mode with respect to the strategy — and its reference conversions. Every night the judge calculates performance using those conversions, never the target, and applies gradual budget and target moves with an anti-anomaly threshold and a log of every change. With Lead Rating, the reference conversions are also the valued leads: the judge judges on real money.

What you should remember

📎 Sources and further reading

⚠️ Free training with no support. Ninja Scripts support channels (email and Telegram) are only for the use of the scripts, not for Google Ads questions or questions about this training.

Pick up here

← BeforeFrom manual bidding to Smart Bidding without sinking the account: the transition planSmart Bidding I — strategies, portfolios, learning and the target judgeAfter →Diagnosing Smart Bidding: symptoms, causes and the bid strategy reportSmart Bidding I — strategies, portfolios, learning and the target judgeRelacionadaThe next leap: real-time scoring of every lead with Lead RatingLead Scoring: the complete method — work for the algorithmsRelacionadaThe three offline conversions: Raw Lead (= the rating), Qualified and Sale with an amountLead quality in depth — scoring, recalibrating and feeding value back to GoogleRelacionadaTutorial · Auditing an inherited account in two hours: the script, with checklist and deliverablePractical tutorials III — running the accountRelacionadaLead quality: scoring every contact and teaching Google the difference between a customer and a browserMeasurement II — offline conversions, values, GA4, attribution and lead quality

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