30 ChatGPT prompts for Amazon listing titles that convert

How to use these prompts

Pick the section that matches your situation: a brand-new listing, an existing title you want to optimize, or a competitor’s title you want to match without copying. Paste the prompt into ChatGPT (we tested on GPT-5 and GPT-4o), replace the placeholders in {curly braces}, and review the output against your category style guide before saving.

These prompts assume you have already done basic keyword research with a tool like Helium 10 Cerebro or Jungle Scout Keyword Scout. If you skip that step, ChatGPT will invent plausible-sounding but search-volume-poor keywords, and your listing will read well but rank nowhere.

Section 1 — New listing from scratch (10 prompts)

1. Brand-first title with keyword stack

You write Amazon listing titles for {brand_name}. Write 5 candidate titles
for a new ASIN with this data:
- Product: {one-line product description}
- Top 8 keywords from Cerebro, in priority order: {keyword1, keyword2, ...}
- Category style guide: {paste the relevant rules}
- Character budget: 195 (leave 5 chars buffer under Amazon's 200 cap)
Format: brand → main keyword → 1 differentiator → key attributes.
Avoid superlatives banned in Amazon style: best, top, premium, #1, sale, deal.
Return 5 titles ranked by predicted CTR. After each title, on a new line,
print the exact character count.

2. Rewrite a draft for keyword density

Here is a draft Amazon title: "{paste your draft}"
And here are 8 keywords ranked by monthly Cerebro search volume:
{keyword1: 12000, keyword2: 8400, ...}
Rewrite the title 3 ways:
A) keyword-density focused (prioritize keyword2 and keyword4)
B) benefit-led (lead with the buyer outcome)
C) brand-led (front-load the brand, then keyword)
After each version, list (i) which keywords were retained, (ii) character
count, (iii) one weakness you see.

3. Category-specific format (Beauty)

You are an Amazon Beauty category specialist. Write 3 listing titles for
{product}. Beauty category style guide rules:
- No all-caps words
- Skin type or hair type must appear if relevant
- Size/volume in title only if size affects search (e.g., 16 oz vs 4 oz)
- 200 char cap, but Beauty performs better at 120–160 chars
Brand: {brand}. Main benefit: {benefit}. 3 keywords: {kw1, kw2, kw3}.
Print each title with its char count and predicted scroll-stop quality
(1–5).

4. Category-specific format (Grocery)

Amazon Grocery category title for {product}.
Required ordering: Brand, Product type, Flavor/Variant, Quantity, Pack size.
Example pattern: "BRAND Name | Product Type | Flavor | Net wt 16 oz |
Pack of 2"
Brand: {brand}. Variant: {variant}. Size: {size}. Pack: {pack_count}.
Keywords to weave in: {kw1, kw2}.
Generate 3 titles under 150 chars. Print each with char count.

5. Long-tail-first title (low-competition entry)

Goal: rank for low-competition long-tail keyword "{long_tail_keyword}"
within 30 days.
Product: {product}. Brand: {brand}.
Write 3 titles where the long-tail keyword appears in the first 80
characters (mobile truncation zone). Avoid duplicate adjacent keywords.
Each title under 180 chars. Print with char count.

6. Competitor-aware title

Top competitor for my niche has this Amazon title:
"{paste competitor title}"
And their listing rank for these keywords: {paste 5 keyword:rank pairs}.
Write 3 titles for my product ({product, brand}) that:
- Target the same top 3 keywords
- Differentiate by {differentiator: ingredient / use case / size}
- Stay under 195 chars
Do NOT mention the competitor's brand. Do NOT copy their phrasing.

7. Variation parent title (size/color variations)

I have a parent ASIN with 5 child variations differing by {color | size |
flavor}. Write a parent listing title that:
- Works for all variations (no variation-specific words in parent)
- Includes the top 2 keywords from {kw1, kw2}
- Includes brand and product type
- Stays under 175 chars
Then write the variation suffix template (15-25 chars) that we'll
append for each child. Example: "— Lavender, 8 oz".

8. Mobile-first title (truncates well)

Amazon mobile truncates titles at ~80 characters. Write a title where:
- First 80 chars contain: brand + main keyword + biggest benefit
- Next 80-120 chars contain: secondary keywords + size/quantity
- After 160: optional pack info
Product: {product}. Brand: {brand}. Primary keyword: {kw1}.
Secondary: {kw2}, {kw3}. Benefit: {benefit}.
Generate 3 versions. Show what the first 80 chars look like on its own.

9. International marketplace title (EU/UK localization)

Source US Amazon listing title:
"{paste US title}"
Adapt for Amazon UK / DE / FR / IT / ES (pick one: {marketplace}).
Rules:
- Translate naturally, do not literally translate brand names
- Use local search keywords, not US transliterations
- Respect local size units (g vs oz, ml vs fl oz)
- Stay within 200 chars
Provide the localized title plus the 3 local keywords you assumed.

10. Sub-150-char title (clean alternative)

Write 3 Amazon listing titles for {product} where each title is under 150
characters. Amazon has been favoring shorter titles in mobile results
since the 2024 algorithm refresh. Brand: {brand}. Keywords: {kw1, kw2}.
Format: brand → keyword → 1 attribute. Print char count per title.

Section 2 — Optimize an existing listing (10 prompts)

11. Lift CTR on a stalled listing

This Amazon listing has 60K monthly impressions but only 1.2% CTR (category
average 4.1%). Current title:
"{paste current title}"
Top 5 keywords currently ranked (from Cerebro): {kw:rank pairs}.
Rewrite the title 3 ways to improve CTR without losing keyword coverage.
After each rewrite, name (a) what changed, (b) which keyword you protected,
(c) predicted CTR delta.

12. Drop ineffective keywords

Current title (uses too many low-volume keywords):
"{paste title}"
Helium 10 reports these keywords drive 0 organic clicks in the last 90
days: {dead_kw_list}.
Rewrite the title removing dead keywords. Replace freed character space
with: {new_kw1, new_kw2}, each searched 2K+ times monthly.
Output 2 versions: minimal change (preserve readability), maximum change
(reframe entirely). Print char counts.

13. Compliance fix — remove banned phrases

This title likely violates Amazon style guide:
"{paste title}"
Identify any banned content (promo claims, ALL CAPS, special characters
beyond hyphen/comma, decorative symbols, contact info, FDA-restricted
claims for supplements). Then provide a compliant rewrite under {char_cap}
characters. Explain each change.

14. Compress an over-long title

Title at 240 chars (Amazon now hard-truncates >200):
"{paste title}"
Compress to ≤200 chars while keeping these mandatory keywords: {must_have_kws}.
Drop redundant adjectives first, then duplicate words, then weaker
benefit phrases. Show what you removed and why.

15. A/B variant title

Existing title:
"{paste title}"
Write 2 A/B test variants:
A) reorder keywords (front-load #2 keyword instead of #1)
B) swap benefit phrase ("for sensitive skin" → "fragrance-free")
Keep char count within 5 chars of original. Predict which variant wins on
(a) CTR, (b) conversion rate, with reasoning.

16. Seasonal title pivot

Existing title:
"{paste evergreen title}"
Adapt for {season: Q4 holiday | back-to-school | summer | Mother's Day}.
Add 1-2 seasonal keywords without breaking 200 chars. Keep brand and
primary keyword in the first 80 chars.
Print before/after diff.

17. Restock recovery title (after stockout)

Listing was out of stock for 21 days, Amazon BSR dropped from #2,400 to
#18,000. Current title:
"{paste title}"
Rewrite the title with 1 fresh long-tail keyword optimized for recovery
queries. Keep top 3 historical keywords. Goal: regain top-10 page rank in
30 days.

18. Multipack title

Existing single-unit title:
"{paste title}"
Adapt for a {N}-pack version. Required position of pack info: after
benefit, before size. Add 1 multipack-related keyword: "value pack",
"bulk", "family size", "{N} pack". Stay under 195 chars.

19. Subscribe & Save oriented title

This product has 60%+ Subscribe & Save attach rate. Rewrite the title to
attract subscription-minded shoppers:
- Mention reusability or recurring use case
- Include consumption period if relevant ("1-month supply")
- Keep core keywords {kw1, kw2}
Current: "{paste title}". Stay under 190 chars.

20. Rename after rebranding

Brand "{old_brand}" rebranded to "{new_brand}". Current Amazon title:
"{paste old title}"
Rewrite with the new brand prominently in position 1, but mention "(formerly
{old_brand})" within first 100 chars to maintain SEO equity. Keep top 3
keywords.

Section 3 — Adapt from competitor research (10 prompts)

21. Reverse-engineer top performer

Top BSR-rank competitor in my category:
Title: "{paste competitor title}"
Bullet points: {paste competitor 5 bullets}
Identify the keyword structure they use (categories: ingredient-led,
use-case-led, audience-led, format-led). Write 3 titles for my product
{product, brand} that follow the same structure pattern but differentiate
on {differentiator}. Do not copy phrasing.

22. Block competitor with conquesting

Competitor brand "{competitor}" dominates "{shared_keyword}" — they own
the top 3 organic slots. Write 3 titles for my product targeting
"{shared_keyword}" as a primary, then 2 long-tail variants the
competitor's title ignores: {long_tail_1, long_tail_2}. Goal: rank top-10
within 60 days.

23. Multi-competitor synthesis

3 competitor titles in my niche:
1) "{c1_title}"
2) "{c2_title}"
3) "{c3_title}"
What keyword pattern appears in 2+? What attribute is missing from all 3?
Write 3 titles for my product that (a) match the shared pattern, (b)
exploit the gap.

24. Migrate from Etsy listing to Amazon

Existing Etsy listing title (140-char Etsy soft cap):
"{paste Etsy title}"
Adapt for Amazon (200 char cap, Amazon style guide). Add 3 Amazon
keywords from {amazon_kws}, remove Etsy-specific tags ("handmade",
"unique gift", "personalized" — unless verifiable for Amazon). Print
char count.

25. Cross-marketplace harmonize

Same SKU sold on:
- Amazon: "{amazon_title}"
- Walmart: "{walmart_title}"
- TikTok Shop: "{tt_title}"
Rewrite all three to share a common brand voice and top 3 keywords, while
respecting each marketplace's title cap and style guide. Output as a
markdown table.

26. Distill from PDP product description

Product description on my standalone DTC site:
"{paste 200-300 word PDP body}"
Extract the strongest 3 benefit phrases and 5 attribute words. Then write
an Amazon listing title that combines: brand + top benefit phrase + top
keyword + 1 attribute. Under 180 chars.

27. Distill from manufacturer spec sheet

Product spec sheet (paste below):
"{paste spec sheet text}"
Identify: (a) regulated terms we must include (e.g., USDA Organic, OEKO-
TEX 100, FDA-cleared), (b) marketing-safe terms, (c) restricted claims to
avoid. Write 3 Amazon titles that include regulated certifications
verbatim and avoid restricted claims.

28. Convert customer review themes to title

Top 15 5-star reviews mention these themes: {theme1, theme2, theme3}.
Top 10 3-star reviews complain about: {complaint1, complaint2}.
Write 3 listing titles that pre-empt the complaints in the title itself
(e.g., if complaint is "smaller than expected", include exact size in
title). Use review themes as benefit phrases.

29. Title for new ASIN under existing brand catalog

My brand has 20 existing Amazon ASINs. Top 3 by sales:
1) "{title}" — primary keyword: {kw}
2) "{title}" — primary keyword: {kw}
3) "{title}" — primary keyword: {kw}
Write 3 title options for a NEW ASIN (product: {product}) that fits the
brand title pattern (same word order, same delimiter, same style) and
targets a complementary keyword: {target_kw}.

30. AI-as-critic before submit

Final title before I save:
"{paste your final title}"
Act as Amazon Brand Registry compliance reviewer. List every potential
violation (style guide, restricted claims, banned characters, length).
For each violation, suggest the smallest possible fix. If zero
violations, say "PASS" and one improvement suggestion.

What to do after you generate titles

Three checks before saving:

1. Run titles through your category style guide one final time. Amazon enforces these unevenly, but a Brand Registry suppression takes 5–14 days to lift.
2. Test top 2 candidates with Helium 10’s Listing Optimizer or Jungle Scout’s Listing Builder. They simulate keyword coverage and give a relevance score.
3. Save the runner-up as a backup. Amazon sometimes auto-rewrites titles via Catalog automation. Keeping a known-compliant alternative makes recovery a 60-second copy-paste.

The tools we use ourselves to validate titles before pushing them live:

• Helium 10 Cerebro — reverse ASIN search for actual ranked keywords
• Helium 10 Frankenstein — keyword deduplication
• Jungle Scout Listing Builder — relevance scoring
• SellerCard (our own product) — generates listing images + AI-rewrites titles for adjacent marketplaces

Sources

• Amazon Seller Central Style Guide (current as of 2026-05): sellercentral.amazon.com/help
• Helium 10 Cerebro keyword data: helium10.com
• Jungle Scout listing tools: junglescout.com
• Marketplace Pulse coverage of Amazon algorithm updates: marketplacepulse.com