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Producer stories and shelf cards for farm shops with AI

Turn notes on each local producer into short shelf cards and website blurbs with ChatGPT, Claude or Gemini, then check every fact. Free.

At a glance

  • What it costsFree

  • Worth, in extra profit or time saved in the worked example$32£24€29A$46C$45 a month

  • Pays for itselfFree to run

  • Sign up and configure; no technical skills neededEasy to set up

Figures come from the worked example below, using its stated assumptions. Tool prices checked . How we check prices

The problem

Farm shop customers pay partly for the story: whose cheese it is, which village the honey comes from, how the chutney is made. A shop that adds or changes 8 local lines a month and spends 15 minutes writing each shelf card spends 2 hours a month on it, so many lines end up with a price label and nothing else.

What the AI does

Write a few notes for each product: producer, village, what's special and how customers use it. Paste them into ChatGPT, Claude or Gemini with one shelf card you're happy with as the example, and ask for a 40-word card and a longer website description in the same style. Allergens, weights, prices and claims such as 'organic' or 'free range' come from the producer's label and paperwork, not from the assistant, so check every one. The free plans of all three handle short drafts like this.

A worked example

A farm shop in Cumbria stocks about 60 local lines and adds or changes about 8 a month. Shelf cards were handwritten by whoever had time, and the website had none.

Before

8 new or changed cards a month at 15 minutes each: 2 hours a month

After

8 cards drafted from notes and checked in 5 minutes each: 40 minutes a month

What it's worth

About $32£24€29A$46C$45 a month in time saved, on a free plan. That is 80 minutes a month (120 down to 40), about 1.3 hours, at an assumed $24£18€21A$35C$34 an hour. ChatGPT, Claude and Gemini all have free plans that handle short drafts; paid plans of up to about $27£20€24A$38C$38 a month for one person are optional.

How to set it up

  1. Keep a simple note for each producer: name, village, how they make it and how customers use it.
  2. Paste one shelf card you like into ChatGPT, Claude or Gemini as the example, then ask for new cards in the same style.
  3. Check every fact against the producer's label: weights, allergens, prices and any claim such as 'free range'.
  4. Send each producer their card to check, then print the cards in one template and use the longer versions online.

What goes wrong

  • Assistants embellish. Remove anything the producer didn't tell you, especially health or animal welfare claims.
  • Allergen information must come from the product label and your own records, never from an AI draft.
  • Ask producers before using their names and photos on shelves and online.

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Last updated October 17, 2026.