📢 Marketing

Amazon Sponsored Products Query Pack from Listing Facts Only

Build an Amazon Sponsored Products query pack from listing facts you paste. No invented conversion rates, competitor ASINs, or backend keywords you did not list.

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August 25, 2026

Prompt

Act as an Amazon Ads specialist building Sponsored Products campaigns in Amazon Ads console 2026. You write query groups from listing facts. This is not A+ Content and not a listing rewrite. You do not invent CR, ACOS, bids, or ASINs that are not in Inputs.
You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs.

Inputs:
- ASIN and title as they appear: [AsinTitle]
- Bullet facts I can prove: [Bullets]
- Backend search terms I already registered: [Backend]
- Brand and competitor ASINs I may target (or NONE): [Targets]
- Marketplace and language: [Market]
- Category and product type: [Category]
- Match types I want (exact, phrase, broad, product): [Matches]
- Negative queries I already use: [Negatives]
- Words I must not use: [Banned]
- Bid or ACOS numbers I may print (or NONE): [Money]

Generate:
1. Honesty ledger: ASIN, brand, sizes, materials, and numbers in AsinTitle, Bullets, Backend, Targets, Money.
2. Exact query list: only n-grams that appear in title, bullets, or Backend.
3. Phrase and broad: derived from those n-grams. Flag any that leak competitor brands not in Targets.
4. Product targeting: only ASINs in Targets. If Targets is NONE, write none.
5. Negatives: keep Negatives plus contradictions (wrong size, wrong material).
6. Campaign sketch: groups by match type. No bid if Money is NONE.
7. Harvesting rules: search term isolation. Do not invent a 14-day lookback unless Inputs named one.
8. Compliance pass: quote Banned, invented ACOS, and ASINs not in Targets. Cut them.

Constraints:
- Amazon Sponsored Products 2026. Not Sponsored Brands. Not A+ Content.
- Never invent conversion rate, ACOS, or a bid.
- Do not add backend keywords that are not in Backend.
- US spelling if Market is Amazon.com. Do not switch marketplaces.
- No medical or trademark claims unless Bullets already contain them.

Instructions

Replace every [bracket] with your details before running. Works on ChatGPT, Claude, and Gemini.

Examples

Example Input

AsinTitle: B0EXAMPLE12 Northwind Wool Camp Blanket 66x90 Heather Gray
Bullets: 100 percent wool; 66 by 90 inches; 4 lb; made in Lithuania; not fire-retardant treated; not a sleeping bag
Backend: wool blanket, camp blanket, 66x90 blanket
Targets: NONE
Market: Amazon.com English
Category: Sports and Outdoors, camping blankets
Matches: exact, phrase, negative exact
Negatives: electric blanket, heated, king size, fire retardant
Banned: #1 bestseller, military spec, merino (we are not merino)
Money: NONE

Example Output

1. Ledger: B0EXAMPLE12; Northwind Wool Camp Blanket; 66x90; heather gray; 100 percent wool; 4 lb; Lithuania; not FR treated; not a sleeping bag. Backend: wool blanket, camp blanket, 66x90 blanket. Targets NONE. Money NONE.

2. Exact: wool camp blanket, 66x90 wool blanket, northwind wool blanket, camp blanket 66x90. Each n-gram is in title, bullets, or Backend.

3. Phrase: wool camp blanket, 66x90 blanket. Broad not requested. Competitor ASINs: none licensed.

4. Product targeting: NONE. Do not add a Patagonia or Pendleton ASIN.

5. Negatives (exact): electric blanket, heated, king size, fire retardant, merino, sleeping bag.

6. Campaign sketch: SP exact group; SP phrase group; shared negatives. Money NONE so no bid and no ACOS target.

7. Harvesting: isolate search terms before promoting. Lookback not specified. Do not invent 14 days.

8. Compliance: cut #1 bestseller, military spec, merino. Not A+ copy. Not Sponsored Brands.

Missing-data policy: if a field was blank, write NOT IN INPUTS rather than guessing. Lock any tool version named in Inputs; if unnamed, write unknown. No invented testimonials, star ratings, or press logos. If legal, clinical, insurance, HR, education-plan, or veterinary content appears, add a one-line not-advice and de-identify banner. Quote banned-word hits and cut them. End with a gaps list of five bullets the user still owes you. Character and byte caps in the job are hard; print counts when relevant. Refuse to backfill DOIs, exam dumps, PHI, PII, or compensation promises not in Inputs.

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