Prompt Library

Gemini dropshipping prompts for ops copy, not get-rich fantasies

15 copy-paste prompts

Paste supplier specs, return policy, and ad angles you tested. Gemini drafts listings, FAQ, and chargeback replies with [VERIFY] on missing shipping times. You publish after you verify.

In short: This page contains 15 copy-paste ready prompts, organized into 5 categories with a description and pro tip for each. The first 5 prompts are free instantly, no signup needed. Hand-curated and tested by the AI Academy team.

By Louis Corneloup · Founder, Techpresso

Last updated September 15, 2026·Hand-curated & tested by the AI Academy team

Product listings

3 prompts

Product page from supplier spec

1/15

✨ What it does

Gemini writes a product page from [SPEC] and tags missing weight or material [VERIFY]. Confirm specs with supplier before the page goes live.

Supplier spec: [SPEC]. Brand voice: [VOICE NOTES]. Write product page: headline, bullets, specs table, shipping note from spec only. Tag missing weight or material [VERIFY].

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Pro tip: If spec says TBD shipping, page must say [VERIFY], not 3 to 5 days.

Variant matrix copy

2/15

✨ What it does

Gemini tables variants from [VARIANT LIST], tagging missing prices [VERIFY]. Sync prices from your cart admin before launch.

Variants: [VARIANT LIST]. Differences: [DIFF NOTES]. Table for storefront: variant, label, price from paste, stock note. Tag if price missing [VERIFY].

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Pro tip: Stock notes must come from supplier paste. Gemini will not ping the warehouse.

Compliance disclaimer block

3/15

✨ What it does

Gemini drafts disclaimers from [REG NOTES], tagging unknown jurisdiction [VERIFY]. Lawyer reviews category-specific rules before publish.

Product category: [CATEGORY]. Regulations noted: [REG NOTES]. Draft disclaimer block for footer using [REG NOTES] only. Tag if jurisdiction unknown [VERIFY]. Not legal advice.

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Pro tip: Health and beauty categories need extra care. Paste FDA-style notes if you have them.

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Supplier comms

3 prompts

Supplier quality escalation

4/15

✨ What it does

Gemini drafts supplier escalation from [ISSUE] and [IDS], tagging missing policy [VERIFY]. Attach photos before send.

Issue: [ISSUE]. Order IDs: [IDS]. Photos described: [DESCRIPTION]. Draft escalation email: facts, photos referenced, requested remedy from [POLICY] or [VERIFY].

💡

Pro tip: Order IDs must be exact from your paste. One wrong ID kills credibility.

Lead time change broadcast

5/15

✨ What it does

Gemini drafts lead-time updates from [OLD] and [NEW], tagging incomplete SKU lists [VERIFY]. Update cart pages the same hour you send supplier note.

Old lead time: [OLD]. New lead time: [NEW]. Affected SKUs: [SKUS]. Draft internal note and customer FAQ update. Tag if SKU list incomplete [VERIFY].

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Pro tip: Customer FAQ must match supplier email facts. One source of truth.

New SKU intake questionnaire

6/15

✨ What it does

Gemini builds a supplier questionnaire from [DRAFT FIELDS], listing each gap as [VERIFY]. Send before you create the listing draft.

Supplier: [SUPPLIER]. SKU draft: [DRAFT FIELDS]. Questionnaire email asking for missing fields listed as [VERIFY] in draft.

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Pro tip: MOQ and MAP belong in the questionnaire. Paste what you already know first.

Customer support

3 prompts

Where is my order macro

7/15

✨ What it does

Gemini drafts a WISMO reply from [STATUS] and tags missing tracking [VERIFY]. Pull tracking from carrier before send.

Policy: [POLICY]. Tracking status paste: [STATUS]. Draft WISMO reply under 150 words using [STATUS] only. Tag if tracking missing [VERIFY].

💡

Pro tip: Never promise refund timing not in [POLICY]. That line becomes [VERIFY].

Damaged item reply

8/15

✨ What it does

Gemini drafts a damage reply from [POLICY] and [MESSAGE], tagging unknown refund amount [VERIFY]. Finance confirms amount before you close ticket.

Policy: [POLICY]. Customer message: [MESSAGE]. Draft reply: apology, steps, evidence request from policy. Tag if refund amount unknown [VERIFY].

💡

Pro tip: Evidence request must match policy photos count. Do not invent extra steps.

Chargeback response outline

9/15

✨ What it does

Gemini outlines chargeback response points from [FACTS], tagging missing proof [VERIFY]. Upload proofs listed before processor deadline.

Chargeback reason: [REASON]. Order facts: [FACTS]. Outline response points with doc checklist from [FACTS]. Not legal advice. Tag missing proof [VERIFY].

💡

Pro tip: Carrier delivery scan beats prose. Paste scan status or [VERIFY].

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Ads and merchandising

3 prompts

Ad angle from reviews

10/15

✨ What it does

Gemini extracts three ad angles from [REVIEWS] with quote snippets or [VERIFY]. Use only verified quotes in live ads.

Reviews paste: [REVIEWS]. Product: [PRODUCT]. Extract 3 ad angles with quote snippet or [VERIFY]. No invented testimonials.

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Pro tip: If reviews are thin, angles will be [VERIFY]. That means collect more reviews first.

Collection page intro

11/15

✨ What it does

Gemini writes collection intro from [THEME] and [SKU LIST], tagging missing benefits [VERIFY]. Add benefit lines from supplier specs before publish.

Collection theme: [THEME]. Products included: [SKU LIST]. Intro copy 80 words tying theme to product facts from list. Tag if product benefit missing [VERIFY].

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Pro tip: Theme words are not product facts. Every claim needs a SKU fact.

Bundle offer description

12/15

✨ What it does

Gemini describes bundle value from [PRICES] and [RULE], tagging missing prices [VERIFY]. Recalculate savings in spreadsheet before cart deploy.

Bundle SKUs: [SKUS]. Prices: [PRICES]. Savings rule: [RULE]. Describe bundle value using math from paste only. Tag if price missing [VERIFY].

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Pro tip: Percent savings must show math. Gemini should not round up.

Ops and QA

3 prompts

SKU launch checklist

13/15

✨ What it does

Gemini builds a SKU launch checklist from [TASKS], tagging missing owners [VERIFY]. Run daily standup on open rows until launch.

SKU: [SKU]. Tasks from notes: [TASKS]. Launch checklist with owner and date columns from [TASKS] or [VERIFY].

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Pro tip: Photos and UPC are checklist rows, not optional vibes.

Margin sanity check narrative

14/15

✨ What it does

Gemini narrates margin from [COST PASTE] and [PRICE], flagging assumptions [VERIFY]. Fix COGS gaps before you scale ads.

Costs: [COST PASTE]. Price: [PRICE]. Fees: [FEES]. Narrative: margin per unit, break-even units if math possible, flags assumptions [VERIFY]. No invented COGS.

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Pro tip: If shipping cost is a range, paste both ends. Single guess becomes [VERIFY].

FAQ from support tickets

15/15

✨ What it does

Gemini drafts FAQ from [TICKET PASTE], tagging unknown policy sections [VERIFY]. Link help center articles after you confirm URLs.

Top tickets: [TICKET PASTE]. Draft FAQ: question, answer grounded in ticket facts, link to policy section if named. Tag if policy section unknown [VERIFY].

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Pro tip: FAQ answers are not policy. Point to [POLICY] when you can.

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Frequently Asked Questions

No. These prompts stay inside Gemini's official product. It only uses official Gemini, including Gems if you have them. If a setting is missing on your plan, the prompt says so.

A current Gemini account. Some features sit on paid plans. The prompts still work as checklists if a feature is off.

Every prompt tells it to use only what you paste and to tag gaps as [VERIFY]. You still check the product listing draft before you save it.

Yes to copy. Running them needs your Gemini account. Long files fit better on a paid plan.

No. It is a draft of your product listing draft. You own the facts, the files, and whatever your job or policy requires.

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