Amazon Listing Optimization Prompt Pack

200 ChatGPT Prompts for Amazon Sellers

Titles, bullets, A+ content, backend keywords, category copy and a pre-publish compliance gate. Copy-paste ready. Instant download.

Try it free, right now

Every prompt in this pack is complete. Here are three, verbatim:

001 | Amazon Title Generator, Primary Keyword First

You are an Amazon listing specialist who writes titles that index and convert.
Write 5 title options for [PRODUCT] in the [CATEGORY] category on [MARKETPLACE].

Rules:
- Front-load the primary keyword in the first 80 characters.
- Structure: Brand + core product term + key attribute + size/quantity + use case.
- Stay under [CHARACTER LIMIT, e.g. 200] characters, including spaces.
- No ALL CAPS words except brand and standard acronyms.
- No promotional language, no price, no "best seller", no "sale", no emoji.
- No seller or contact information.

For each option, state the character count and the keyword you front-loaded.
Do not invent search volume, rankings or competitor titles. If you are unsure
whether a term is allowed for my category, flag it as [VERIFY] instead of
assuming.

103 | Backend Terms, Seasonal Rotation Plan

You are an Amazon SEO specialist. Product: [PRODUCT]. Peak seasons:
[SEASONS]. Evergreen backend string: [CURRENT STRING].

Give me a rotation plan: which terms to hold year-round, which to swap in for
[SEASON 1] and [SEASON 2], and the byte cost of each swap. Keep every rotation
inside [LIMIT] bytes.

Do not invent seasonality data. Base the plan only on the seasons I gave.

200 | Compliance Master Prompt, Full Pre-Publish Gate

You are an Amazon listing compliance reviewer and copy editor, working as the final
gate before publish. Run the complete check on my listing.

Input:
- Category [CATEGORY], marketplace [MARKETPLACE]
- Title [TITLE], bullets [BULLETS], description [DESCRIPTION], backend [BACKEND]
- A+ content [PASTE OR NONE], images [DESCRIBE]
- My claimed specifications [LIST], my documented evidence [LIST]
- Restricted-word list for my category [PASTE OR NONE]

Deliver, in this order:
1. Verdict: publish, publish with fixes, or hold for documentation.
2. Blocking issues, each with the field, the exact text, and the required fix.
3. Non-blocking improvements, ranked.
4. Claim substantiation gaps.
5. Documentation to obtain before publishing.
6. A one-paragraph note on what a reviewer would object to first.

Rules: do not invent Amazon policy, regulatory requirements or test results. Every
uncertain item must be marked [VERIFY] with the authority to check. Do not rewrite
a prohibited claim into a disguised version of the same claim. This is not legal
advice; regulated categories require professional review.

The download contains 197 more prompts written to this same standard.

What’s inside – 200 prompts in 8 sections

• Title Optimization (30) – primary-keyword-first title generation, suppressed-title diagnosis, long-tail zoning, brand-led versus generic-led, marketplace localisation, bundles and multipacks, keyword coverage audits, restricted-category titles, occasion and seasonal sizing, mobile truncation fixes, gift and persona angles, stop-word cleanup, size and measurement clarity, variation strategy, bulk templates, A/B test plans and a full one-pass title optimiser
• Bullet Points & Key Product Features (30) – spec sheet to bullets, benefit-before-feature rewrites, objection handling, first-order buyer education, quantity and contents clarity, honest limits that cut returns, supplement-safe structure-function bullets, compatibility and fitment, mobile readability passes, keyword integration, redundancy merges and a full bullet-set builder
• Product Description & A+ Content (28) – long-form descriptions from specs, complete A+ module plans, comparison charts for your own variants, brand story modules, image captions and alt text, video scripts, technical specification tables, mobile-first module ordering, accessibility passes and a full description plus A+ build
• Backend Search Terms & Keyword Architecture (22) – byte-budget allocation, review and Q&A harvesting, placement maps across title, bullets, description and backend, misspelling and synonym harvests, search term report interpretation, trademark ethics checks, long-tail cluster builds, indexing diagnostics, fitment coverage, cannibalisation between parent and child ASINs and a full keyword architecture
• Category-Specific Listing Copy (25) – tailored builders for apparel, grocery, supplements, beauty, electronics, home and kitchen, toys, baby, pet, automotive, office, sports, tools, jewellery, handmade, digital products, food, industrial, medical, furniture, subscriptions, gift sets, replacement parts and print publications – each with its own return driver flagged
• Voice of Customer, Reviews & Q&A (20) – review mining into listing copy, Q&A gap analysis, negative review framing, feature prioritisation from mention frequency, objection libraries, star rating recovery, return reason to listing fix mapping, complaint-to-claim audits and a full voice-of-customer brief
• Competitor & Market Analysis (20) – competitor teardowns, price band positioning, keyword landscape grouping, differentiation claim builders with proof mapping, bundle structure analysis, market entry angles, sub-niche scoring, positioning statements and a monitoring plan – all without inventing sales, revenue or rank data
• Compliance, Policy & Pre-Publish Checks (25) – full listing compliance screens, restricted claim rewrites, superlative cleanup, trademark scans, category gating prechecks, image compliance, variation risk reviews, claim substantiation registers, environmental claim audits, off-platform redirection checks, suspension response preparation and a final pre-publish gate

Delivered in 3 formats

• Plain TXT – every prompt copy-paste ready, organised by section
• PDF – numbered index for browsing and printing
• Notion template – duplicate and edit in your workspace

Why these work

• Built around Amazon’s actual format rules. Titles carry character counts, backend strings carry byte counts, and bullets are checked against mobile truncation. Most prompt packs ignore the limits that decide whether your listing is eligible at all
• The compliance section is not filler. 25 prompts cover the superlatives, guarantees, medical-adjacent wording and trademark terms that get listings suppressed – including a final gate you can run before every publish
• Every analysis prompt tells the model not to invent search volume, sales rank, competitor revenue or review counts. Amazon publishes none of that at listing level, so any tool quoting those figures is guessing
• 25 category builders name the return driver for that category – fitment for automotive, age range for toys, allergen wording for food, variation for handmade. That is where the refunds actually come from
• Every prompt uses [BRACKET] variables instead of examples, so one prompt covers every category, marketplace and seller size

Who it’s for

Sellers relaunching listings that get impressions but no sales, brands expanding into new categories, agencies managing multiple seller accounts, and anyone who wants one repeatable system instead of rewriting descriptions by hand.

Instant delivery

Download links are issued the moment your payment clears. No waiting, no shipping.

License

Use these prompts for unlimited personal and commercial projects, including client work. You may not resell, redistribute, share or repackage the collection itself, in whole or in part.

Notes

These prompts are provided for informational and productivity purposes only. They do not constitute legal, regulatory or business advice. Trademark clearance, claim substantiation, Amazon policy compliance and the accuracy of your listings remain your responsibility. Supplement, cosmetic, medical-device, food and children’s-product claims are regulated by law in most markets – obtain professional review before publishing. Amazon’s rules change by category and marketplace; always verify current requirements in Seller Central Help before publishing. This is a digital download – no physical item will be shipped.