The Amazon Seller Blueprint
121 copy-paste AI prompts for Amazon sellers — listing titles and bullets, backend keywords, A+ content, PPC campaigns, review responses and account health.
Key Capabilities & Features:
- •The Catalogue Primer: paste your ASINs, category, fees and margins once — every prompt after it works against your real unit economics
- •PPC prompts that make bid decisions against break-even ACoS rather than a generic target, including when to stop funding a converting term
- •Plan of Action drafting for policy warnings and suspensions, structured the way Seller Performance expects to read it
- •Diagnostics that separate an impressions problem from a click problem from a conversion problem before you rewrite the listing
- •121 prompts across 8 sections — titles & bullets, backend keywords, a+ content briefs, ppc campaigns and more
- •Works with ChatGPT (GPT-5), Claude Opus 5 and Gemini 3.7 Flash — fill the bracket, paste, done
One-time payment • Lifetime access & future updates
What's Inside
8 modules121 promptsEvery module below is included in the single purchase.
- 1
Titles & Bullets
18 promptsTitles built to survive mobile truncation, five bullets ordered by purchase objection rather than feature list, and category-specific style-guide compliance checks.
Replaces a system previously sold separately
- 2
Backend Keywords
14 promptsSearch-term field construction without duplication across title and bullets, byte-limit discipline, competitor gap harvesting, and the terms not worth the characters.
Replaces a system previously sold separately
- 3
A+ Content Briefs
16 promptsModule selection and ordering, comparison chart construction against your own catalogue, image briefs with copy overlays, and brand story blocks that are not filler.
Replaces a system previously sold separately
- 4
PPC Campaigns
18 promptsCampaign structure across auto, broad, phrase and exact, negative keyword harvesting, bid decisions driven by ACoS against margin, and when to stop funding a term.
Replaces a system previously sold separately
- 5
Reviews & Feedback
14 promptsPublic responses to critical reviews, seller feedback removal cases, and the buyer-messaging templates that stay inside Amazon's communication policy.
Replaces a system previously sold separately
- 6
Listing Diagnostics
16 promptsImpressions without clicks versus clicks without conversion, suppressed and stranded listings, Buy Box loss, and a competitor teardown of the ASINs beating you.
- 7
Pricing & Profitability
14 promptsTrue unit economics after referral fees, FBA fees and returns, break-even ACoS, repricing rules, and whether a coupon or a price cut is the better lever.
- 8
Account Health & Compliance
11 promptsPolicy warning responses, plan of action drafting for suspensions, intellectual property claim handling, and pre-launch listing compliance review.
Test Workflow Execution in Your Browser
Verify actual prompt structure, token speed, and reasoning depth before downloading.
Technical Specifications
Architecture & System Overview
Amazon punishes small mistakes at scale. A title that truncates on mobile, a search-term field wasting bytes on words already in your bullets, an ad group funding a term that converts below break-even — none of it announces itself.
The Amazon Seller Blueprint is a 121-prompt playbook covering the whole account: titles and bullets, backend keywords, A+ content, PPC, reviews and feedback, listing diagnostics, pricing and profitability, and account health.
Start with the Catalogue Primer — paste in your ASINs, category, fee structure and margins — and every prompt after it works against your real unit economics rather than generic advice.
The PPC prompts decide bids against your break-even ACoS, which is the number that actually determines whether a converting keyword is worth funding. The account health section drafts plans of action in the structure Seller Performance expects, for the day a policy warning arrives and the clock starts.
Compare with Similar AI Templates
| Specification | ||||
|---|---|---|---|---|
| Customer Rating | 4.91(44) | 4.85(27) | 4.9(41) | 4.9(23) |
| AI Models | GPT-5, Claude Opus 5, Gemini 3.7 Flash | GPT-5, Claude Opus 5, Gemini 3.7 Flash | GPT-5, Claude Opus 5, Gemini 3.7 Flash | GPT-5, Claude Opus 5, Gemini 3.7 Flash |
| Formats Included | PDF Prompt Playbook | PDF Prompt Playbook | PDF Prompt Playbook | PDF Prompt Pack |
| Lifetime Updates | Yes | Yes | Yes | Yes |
| Creator Rating | Elena Rostova (99%) | Elena Rostova (98%) | PromptWolf (99.2%) | PromptWolf (99.2%) |
Prompt Architect & Author Spotlight
Amazon seller and consultant specialising in listing optimisation, PPC efficiency and account health for private-label brands.
Community Reviews & Ratings
Verified buyer ratings & prompt benchmarks
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Verified User Feedback
Break-even ACoS changed how I run ads
I had been using a flat 25% ACoS target across everything. The Primer worked out my actual break-even per product and three campaigns were profitable that I had been throttling. Two others I killed.
Used the Plan of Action for a real suspension
Got hit with an inauthentic claim. The Plan of Action prompt structured everything into root cause, corrective and preventive, and told me which invoices I was missing before I submitted. Reinstated in nine days.
Backend keyword section is worth the price
I had been stuffing the search-term field with words already in my title. The byte-limit and duplication check rebuilt it properly across 22 ASINs.
Excellent, but you need real data to use it well
The diagnostics are genuinely good but they demand actual numbers from Seller Central. If you are not already pulling reports you will get less out of it. That is fair, just be ready for it.
Frequently Asked Questions
How is this different from the separate systems you used to sell?
It is all of them, in one purchase. Amazon Listing Title & Bullet System, Amazon Backend Keyword System, Amazon A+ Content Brief Builder, Amazon PPC Keyword & Ad Plan, Amazon Review Response System are now sections inside this toolkit, alongside 3 more that were never sold separately. Bought individually they came to $176.
Does this cover both FBA and FBM?
Yes. The listing, PPC and diagnostic sections are shared. Where fulfilment method changes the mechanics — fee structure, Buy Box weighting, shipping and returns handling — the prompts ask which model you run and adapt accordingly.
Will the review prompts breach Amazon's communication policy?
No. Amazon prohibits incentivising or soliciting positive reviews, and the review and buyer-messaging prompts are written to stay inside the permitted communication rules — responding, resolving and requesting removal where policy allows, not soliciting ratings.
How is it delivered?
You receive a PDF with all 121 prompts organized into 8 sections, delivered within 24 hours of purchase. No app or account required — copy a prompt, fill in the bracketed variables, and paste it into ChatGPT, Claude, or Gemini.
Can I use this for client work?
Yes. Your purchase includes a single-user commercial and personal license, so you can use every prompt in your own business or for client deliverables without restriction.