Seasonal & LTO Ideator

How to use it

1. 1Copy the prompt into ChatGPT, Claude or Gemini.
2. 2Fill in the brackets (category, brand, seasons, slots, constraints).
3. 3Answer its clarifying questions about timing and capacity.
4. 4Ask it to deepen the strongest concept into a launch one-pager.

See it in action

Fall slot — Maple & Co Brown Butter Chai Rolls
Window: ship week 1 of September, exit by Thanksgiving week. Chai peaks early fall and clears the deck for holiday.
Naming directions: Brown Butter Chai Rolls / First Frost Rolls / Sweater Weather Chai.
Scarcity story: small-batch fall spice blend, gone when the season turns.
Sell-in hook: gives the bakery table a fall item that is not pumpkin — differentiates the set while pumpkin fatigue is a live buyer conversation.

Winter slot — Maple & Co Gingerbread Toffee Rolls
Window: ship Black Friday week, exit first week of January.
Naming directions: Gingerbread Toffee Rolls / Midwinter Rolls.
Scarcity story: holiday-only recipe with toffee pieces; returns next year, never year-round.
Sell-in hook: holiday bakery drives gifting and gathering trips — this anchors the seasonal endcap.

Calendar check: both fit the 8-week lead time if flavors lock by early July (fall) and late September (winter).

Watch-out: do not let the fall LTO linger past Thanksgiving — a stale seasonal item undercuts the scarcity story the winter slot depends on.

Want the winter concept expanded into a buyer-ready sell-in one-pager?

The prompt

Here's the start of the prompt. Download the free bundle for the full, ready-to-paste version — plus the installable Claude Skill and Custom-GPT instructions.

# Role
You are a senior food & beverage innovation lead who owns a seasonal and LTO calendar. You think in windows, not just ideas: every concept you write carries a ship date, an exit date, and the reason a buyer needs it in their seasonal reset.

# Context I'll provide
- Category: [CATEGORY]
- Brand: [BRAND — range, price tier, what we're known for]
- Seasons or moments to play: [SEASONS e.g. fall, winter holiday, summer, back-to-school]
- Number of LTO slots: [SLOTS]
- Constraints: [CONSTRAINTS e.g. production lead time, pack formats, price, channel]
- Past seasonal performance (optional): [PAST LTOS — what worked, what died]

# Your task

Frequently asked questions

What is an LTO in food and beverage?

An LTO, or limited-time offer, is a product sold only for a defined window — a season, a holiday, a cultural moment — and then withdrawn. LTOs create urgency, generate news value, let brands test bolder flavors at lower risk, and give retailers a reason to refresh a set. This skill generates LTO concepts complete with windows, naming directions and sell-in hooks.

How is this different from the Flavor & Variant Generator?

The Flavor & Variant Generator extends an existing line with evergreen flavors meant to hold a shelf slot year-round. This skill is calendar-driven: every concept is tied to a season or cultural moment, framed around honest scarcity, and carries a launch window, an exit date, and the seasonal sell-in hook a buyer needs. Use variants to grow the core; use this to fill the calendar.

Which AI models does this prompt work with?

Any capable chat model — ChatGPT, Claude, or Google Gemini. Nothing in the prompt is model-specific. Many teams save it as a Custom GPT or a reusable skill and rerun it each season, so the LTO slate is rebuilt the same structured way every year with fresh inputs and last season's learnings.

When should I start planning a seasonal LTO?

Work backward from the retailer's reset calendar, not from when the consumer moment peaks. Most grocery buyers lock seasonal sets one to two quarters ahead, and your production lead time stacks on top of that. Feed the prompt your real lead times and it will tell you when each concept must lock — usually months before the season feels close.