50 LLM prompts to crush BFCM 2026
Turn your BFCM data into winning decisions with expert prompts built for maximum impact.
Last BFCM, our brands (1,759 shops to be exact), sent 5,807 prompts to Moby, Triple Whale’s AI teammate. We studied what they asked and built 50 expert prompts for every stage of the season, from planning weeks out to rescuing Cyber Monday when Black Friday falls short.
Explore the most common themes from thousands of real Moby prompts, including Google Ads performance, profit tracking, attribution gaps, and year-over-year comparisons.
What’s inside this comprehensive guide:
Where LLMs help and where they fall short:
See what ChatGPT and Claude do well for BFCM, from listing copy to data analysis, and where they struggle without live access to your business.
A data prep checklist for better answers:
Organize your ad, store, email, site, and inventory data so every analysis starts from consistent, comparable inputs.
35 prompts for pre-BFCM planning:
Analyze historical performance, forecast demand, and set guardrails for budget, inventory, site reliability, and tracking well before the rush.
10 prompts for live optimization:
Monitor pacing, catch spend anomalies, triage checkout failures, and track AI discovery traffic as the weekend unfolds.
5 emergency prompts for a Cyber Monday pivot:
Diagnose what went wrong on Black Friday, verify your measurement, and run a clear decision cadence so Monday ends differently.
How to pair ChatGPT with Triple Whale:
Learn how Moby combines leading AI models with your real-time data to deliver briefings, anomaly alerts, and ready-to-review Actions with no exports required.
About Triple Whale
Triple Whale is the AI operating system for ecommerce. It's where your data lives, where your AI makes decisions, and where the work gets done — across media buying, creative, retention, and more. Once a brand runs on Triple Whale, it becomes the foundation their entire team operates from.
More than 65,000 ecommerce brands including Pressed Juicery, OUAI, and True Classic trust Triple Whale to grow faster and drive revenue with fewer resources by uncovering opportunities and acting on them at a scale that would be impossible manually.
For more information, specific data requests, or media assets, or to reach the guide’s authors, please contact us at marketing@triplewhale.com.
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