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Public Bing sampling returned HTTP 200 for “AWS bill too high SaaS startup”, “cloud cost out of control AWS bill owner checklist” and “AWS cost optimization consultant evidence checklist”, but sampled result HTML did not contain an AICS marker. Rankings, AI-answer inclusion, impressions, clicks, leads and demand remain unverified.