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Use stable campaign, source, placement, creative and destination identifiers. Preserve them through redirects and postbacks so province, metro, language, device and source reporting. When downstream systems reject, refund or reverse an outcome, keep the original identifiers and add reason codes. Without that join, low-quality sources can appear profitable while the sales or operations team absorbs the loss.
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On this Online Advertising Canada: A Practical Campaign Strategy page, Join campaign events with accepted outcomes in Canada matters because it changes what the advertiser should verify before committing budget or operating effort. Use Conversion, measurement, documentation, major, platforms and understanding as the traceable inputs for this section, then state which missing item would be serious enough to stop or narrow the decision. Keep the baseline unchanged while testing the next hypothesis; that comparison is what makes the decision reproducible. A controlled FroggyAds test can turn this section into measurable evidence: keep the conversion definition stable, preserve source identifiers and compare marginal performance before expanding.