When reviewing corporate spending patterns, especially with major ad platforms, auditors must demand specificity rather than vague narratives. AppLovin partnerships are a common expense line—but without detailed breakdowns, how can stakeholders assess whether allocations align with actual performance metrics? We've examined numerous gaming firms across different sectors. The pattern is consistent: those claiming massive platform investments rarely provide transaction-level documentation. This isn't about accusing anyone of wrongdoing; it's about establishing standards. If irregularities are suspected, the burden falls on external reviewers to present hard numbers—budget schedules, payment records, ROI calculations—not implications.