Seasonal Product Calendar

The problem

Seasonal sellers often launch products during the peak of a season, missing the window for search indexing and ranking. This leads to low visibility and poor sales because the listing hasn't established history before buyer demand hits.

What it does

• Calculates aggressive lead times for production, listing, and promotion based on specific marketplace indexing requirements.
• Generates a month-by-month "Build Now" directive to ensure products are ready 90 days before peak demand.
• Identifies missed opportunities and provides honest "ship or skip" advice based on current dates.
• Balances seasonal peaks with evergreen product strategies to prevent revenue droughts in off-months.
• Identifies existing assets that can be refreshed or bundled instead of starting new production from scratch.

Why this beats prompting it yourself

General LLMs often suggest launching products right when the holiday starts. This skill enforces a hard 3-month lead-time logic and integrates specific "reuse before you build" playbooks that prevent unnecessary labor. It prioritizes the search indexing window, which most generic prompts overlook.

Use cases

• Planning a 12-month production roadmap for an Etsy or Shopify store.
• Deciding whether to rush a late product or pivot to the next upcoming holiday.
• Auditing a catalog to increase the ratio of evergreen items for stable year-round income.
• Refreshing a high-performing collection from last year with minimal effort.

Known limitations

Requires the user to provide their current date and platform for accurate timeline calculations. Does not predict specific sales volumes or search trends.