| Campaign control | A bounded traffic brief | Actual budget, source choices and pause authority | Expansion before the route works | Internal media buyer |
| Analysis | A reproducible cohort review | Counts, denominators, merchant statuses and gaps | Only favourable screenshots | Analytics owner |
| Commercial judgement | A complete-cost recommendation | Offer value, cash exposure and capacity | Clicks replace the business objective | Finance and programme owner |
| Diagnostic method | A disputed lead-quality example | Competing explanations and the next check | Every problem gets a source-change answer | Campaign and merchant leads |
| Audience understanding | An eligibility and destination review | The customer can recognise offer fit | Targeting ignores merchant conditions | Audience and offer owner |
| Strategy | A one-decision affiliate brief | The selected route answers the actual question | A broad plan never says what to buy next | Client sponsor |
| Channel mechanics | A campaign-to-merchant trace | Format permission, redirects and referrals | Clicks assumed to prove payable actions | Media buyer and tracker operator |
| Creative judgement | Two different message concepts | Accurate promise and destination continuity | Cosmetic variants called distinct hypotheses | Creative and claims reviewer |
| Measurement | A metric reproduced from records | Status, cost scope and denominator | An unexplained rate changes the decision | Analyst and finance reviewer |
| Experiment design | A comparison with a baseline | The change and window are identifiable | Many material conditions change together | Test owner |
| Data handling | An access and sharing plan | Only necessary records are requested | Private client data used as a sales example | Data-system owner |
| Advertising requirements | A claims and permission review | Rules checked for the actual promotion | A marketing title used as legal authority | Relevant qualified reviewer |
| Implementation | A delivered campaign correction | The changed setting or page is inspectable | A deck with no operational trace | Internal campaign operator |
| Communication | A short buying recommendation | Finding, limitation and next action are clear | Bad news hidden in technical detail | Client sponsor |
| Documentation | Implemented-workflow instructions | A new operator can repeat the task | Instructions describe an obsolete proposal | Receiving operator |
| Knowledge transfer | A supervised internal review | The client performs the essential tasks | The expert privately completes critical steps | Training counterpart |
| Commercial alignment | A fee and expense schedule | Incentives allow an honest pause | More spend rewarded despite weak value | Programme and finance owners |
| Conflict disclosure | Supplier relationship declarations | Relevant alternatives remain visible | Paid referral presented as independent advice | Engagement sponsor |
| Outcome interpretation | A mature merchant comparison | Rejected and unknown actions included | Pending records presented as settled profit | Merchant and performance reviewers |
| Continuity | An offboarding rehearsal | Client records remain usable after exit | Essential files stay in a private system | Client administrator |