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Sell in chat: influence vs transaction

Day 4 of 30 · GEO Shopify – 30-day course

See why GEO is about influencing in AI answers, not collecting payment there.

Learning goal

  • Distinguish influence vs checkout.
  • Write 5 critical statements/policies the AI must quote correctly.
  • Draft a short “sell in chat” snippet.

Why it matters

  • ChatGPT/Copilot answers sway choice, but checkout happens on your site.
  • Wrong price/stock/shipping in the answer hurts conversion and support.

Explanation

Influence

  • Recommendation, summary, comparison in the AI surface.
  • Needs clear value, who for/who not, evidence.

Transaction

  • Checkout on your storefront; requires accurate price/stock/policy.
  • Merchant programs depend on region/eligibility.

Examples

  • Good: “Ideal for [who], not for [who not]; price [x], in stock; shipping 3–5 days; free returns 30 days.”
  • Poor: “Best product!” with no price/stock/policy.

Guided exercise (10–15 min)

  1. Write 5 statements/policies the AI must know (price, stock, shipping, returns, warranty).
  2. Write a 3–4 line chat snippet for one product (who, what for, not for, price/stock, policy).

Independent exercise (5–10 min)

Place this snippet in your PDP answer capsule or note where it will live.

Self-check

  • 5 statements written.
  • Chat snippet drafted.
  • Placement decided/noted.

Optional deepening