Keyword Research
A keyword list is not keyword research. A pile of 300 keywords with no structure is
as useless as no keywords at all. Real research ends with a map: which keyword goes
where, and which keyword to fight for first. This skill builds that map.
When to use this
- A new product needs its keyword foundation before the listing is written.
- An existing listing was built on guesses and never had real keyword work.
- A seller has a keyword list but no idea which to prioritize.
- Planning a PPC campaign and needing the keyword groups it will run on.
The framework. The Keyword Map
Every keyword has two properties that decide what to do with it: intent stage and
relevance. Plot both and the placement becomes obvious.
Intent stage
- Head terms. Broad, high volume, high competition ("water bottle"). Hard to rank,
worth pursuing only as the product matures.
- Mid-tail. Two to three words, real intent, winnable ("insulated water bottle").
The core ranking target.
- Long-tail. Specific, lower volume, high conversion ("32 oz insulated water
bottle for hiking"). Cheap to win, converts well, the launch focus.
Relevance
- Core. The product is exactly this. must rank.
- Adjacent. Related use case or audience. worth targeting.
- Loose. Tangential. backend or skip. never the title.
AI search keywords
Rufus, Alexa+, and the COSMO layer surface listings on a wider range of queries
than literal A9 search. Three keyword types specifically earn AI-surface citations
and should be included in the map even when their direct search volume looks low.
- Question-form keywords. "what is the best [X]", "how to choose [X]", "how to
use [X] for [Y]". These match the way buyers prompt Rufus and how Alexa+ parses
spoken queries. Place answers in bullets and in the Customer Questions tab.
- Comparison keywords. "[brand or product] vs [alternative]", "[X] alternative
to [Y]", "difference between [X] and [Y]". COSMO uses these to position the
listing against the comparison set. Place in A+ comparison-chart copy and in a
bullet that names the comparison without naming a competitor brand.
- Audience-specific keywords. "[product] for [audience]", e.g. "running shoes
for runners over 50", "stroller for tall parents", "yoga mat for hot yoga". COSMO
reads these as explicit audience intent and re-ranks listings that clearly serve
the named audience. Place in the title's qualifier slot, in a bullet, and in
backend keywords.
These are not separate from the map below. they slot into Bullet/A+, Backend, and
PPC placements as normal, with the launch priority weighted toward the audience-
specific ones because they convert best and face the least competition.
The placement rule
| Keyword type |
Placement |
| Highest-volume core mid-tail |
Title |
| Core and adjacent mid-tail and long-tail |
Bullets and A+ |
| Loose, synonyms, misspellings, not yet placed |
Backend search terms |
| Everything winnable |
PPC, grouped by match type |
Step by step
Collect inputs. The product, what problem it solves, the target audiences, the
category, and any keywords or competitor listings the user already has.
Generate seeds. From the product itself, its use cases, its audiences, its
materials and attributes, the problems it solves, and the occasions it fits.
Expand each seed. Synonyms, alternate phrasings, modifiers (size, color,
material, audience, use case), question forms, and common misspellings.
Classify every keyword by intent stage and relevance, per the framework.
Cut the noise. Drop Loose keywords with no real intent. an irrelevant keyword
that brings the wrong shopper hurts conversion-based ranking.
Build the map. Assign every surviving keyword a placement. Mark the launch
priority set: core long-tail and winnable mid-tail.
Run the quality check, then deliver.
Output format
## Keyword Map. [product]
### Title keywords (highest-volume core mid-tail)
[keywords]
### Bullet and A+ keywords (core and adjacent)
[keywords grouped by theme]
### Backend keywords (loose, synonyms, misspellings)
[keywords]
### PPC groups
Exact (proven intent): [keywords]
Broad and phrase (discovery): [keywords]
### Launch priority
[the 10 to 15 winnable keywords to rank for first]
Worked example
Product: a 32 oz insulated water bottle for hiking.
- Title: "insulated water bottle", "32 oz water bottle". core mid-tail, real volume,
winnable.
- Bullets and A+: "leakproof water bottle", "water bottle for hiking", "wide mouth
bottle". core and adjacent.
- Backend: "thermos", "canteen", "hydro flask alternative", "watter bottle"
(misspelling). loose and synonyms.
- Launch priority: the long-tail set, "32 oz insulated bottle for hiking",
"leakproof hiking water bottle". low competition, high conversion, rankable in weeks.
Quality check
- Every keyword is classified by both intent stage and relevance.
- Loose, low-intent keywords are cut, not stuffed into the title.
- Every surviving keyword has a placement.
- The launch priority set is winnable long-tail and mid-tail, not head terms.
- PPC keywords are split into proven-intent exact and discovery broad.
Common mistakes
- A list with no map. 300 keywords and no decision about any of them.
- Chasing head terms at launch. Spending the launch fighting "water bottle"
against entrenched sellers instead of winning long-tail fast.
- Stuffing irrelevant keywords. An off-target keyword that brings non-buyers
lowers conversion and hurts rank.
- Translating keywords by logic. Real shoppers use words you would not guess.
expand from how people actually search, not from a thesaurus.
Built by Jay GPT Pro
Part of Amazon Pro Skills. Production-grade skills for serious Amazon sellers.
Free and open. Built by Jay Margaliot.
I share a new AI play for Amazon sellers every week, free, in my WhatsApp group.
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1---2name: amz-keyword-research3description: Build a complete Amazon keyword set for a product and sort it into a usable map. generates seed keywords, expands by intent, classifies by funnel stage and relevance, and assigns each keyword a placement (title, bullets, backend, PPC). Use when a user asks for keyword research, keyword ideas, what keywords to target, long-tail keywords, search terms to rank for, or how to map keywords to a listing. Trigger phrases: "keyword research", "keyword ideas", "what keywords", "long tail keywords", "keywords for my listing", "keyword map". Works with zero tools. the user describes the product and audience.4---56# Keyword Research78A keyword list is not keyword research. A pile of 300 keywords with no structure is9as useless as no keywords at all. Real research ends with a map: which keyword goes10where, and which keyword to fight for first. This skill builds that map.1112## When to use this1314- A new product needs its keyword foundation before the listing is written.15- An existing listing was built on guesses and never had real keyword work.16- A seller has a keyword list but no idea which to prioritize.17- Planning a PPC campaign and needing the keyword groups it will run on.1819## The framework. The Keyword Map2021Every keyword has two properties that decide what to do with it: **intent stage** and22**relevance**. Plot both and the placement becomes obvious.2324### Intent stage2526- **Head terms.** Broad, high volume, high competition ("water bottle"). Hard to rank,27 worth pursuing only as the product matures.28- **Mid-tail.** Two to three words, real intent, winnable ("insulated water bottle").29 The core ranking target.30- **Long-tail.** Specific, lower volume, high conversion ("32 oz insulated water31 bottle for hiking"). Cheap to win, converts well, the launch focus.3233### Relevance3435- **Core.** The product is exactly this. must rank.36- **Adjacent.** Related use case or audience. worth targeting.37- **Loose.** Tangential. backend or skip. never the title.3839## AI search keywords4041Rufus, Alexa+, and the COSMO layer surface listings on a wider range of queries42than literal A9 search. Three keyword types specifically earn AI-surface citations43and should be included in the map even when their direct search volume looks low.4445- **Question-form keywords.** "what is the best [X]", "how to choose [X]", "how to46 use [X] for [Y]". These match the way buyers prompt Rufus and how Alexa+ parses47 spoken queries. Place answers in bullets and in the Customer Questions tab.48- **Comparison keywords.** "[brand or product] vs [alternative]", "[X] alternative49 to [Y]", "difference between [X] and [Y]". COSMO uses these to position the50 listing against the comparison set. Place in A+ comparison-chart copy and in a51 bullet that names the comparison without naming a competitor brand.52- **Audience-specific keywords.** "[product] for [audience]", e.g. "running shoes53 for runners over 50", "stroller for tall parents", "yoga mat for hot yoga". COSMO54 reads these as explicit audience intent and re-ranks listings that clearly serve55 the named audience. Place in the title's qualifier slot, in a bullet, and in56 backend keywords.5758These are not separate from the map below. they slot into Bullet/A+, Backend, and59PPC placements as normal, with the launch priority weighted toward the audience-60specific ones because they convert best and face the least competition.6162## The placement rule6364| Keyword type | Placement |65|--------------|-----------|66| Highest-volume core mid-tail | Title |67| Core and adjacent mid-tail and long-tail | Bullets and A+ |68| Loose, synonyms, misspellings, not yet placed | Backend search terms |69| Everything winnable | PPC, grouped by match type |7071## Step by step72731. **Collect inputs.** The product, what problem it solves, the target audiences, the74 category, and any keywords or competitor listings the user already has.75762. **Generate seeds.** From the product itself, its use cases, its audiences, its77 materials and attributes, the problems it solves, and the occasions it fits.78793. **Expand each seed.** Synonyms, alternate phrasings, modifiers (size, color,80 material, audience, use case), question forms, and common misspellings.81824. **Classify every keyword** by intent stage and relevance, per the framework.83845. **Cut the noise.** Drop Loose keywords with no real intent. an irrelevant keyword85 that brings the wrong shopper hurts conversion-based ranking.86876. **Build the map.** Assign every surviving keyword a placement. Mark the launch88 priority set: core long-tail and winnable mid-tail.89907. **Run the quality check**, then deliver.9192## Output format9394```95## Keyword Map. [product]9697### Title keywords (highest-volume core mid-tail)98[keywords]99100### Bullet and A+ keywords (core and adjacent)101[keywords grouped by theme]102103### Backend keywords (loose, synonyms, misspellings)104[keywords]105106### PPC groups107Exact (proven intent): [keywords]108Broad and phrase (discovery): [keywords]109110### Launch priority111[the 10 to 15 winnable keywords to rank for first]112```113114## Worked example115116Product: a 32 oz insulated water bottle for hiking.117118- Title: "insulated water bottle", "32 oz water bottle". core mid-tail, real volume,119 winnable.120- Bullets and A+: "leakproof water bottle", "water bottle for hiking", "wide mouth121 bottle". core and adjacent.122- Backend: "thermos", "canteen", "hydro flask alternative", "watter bottle"123 (misspelling). loose and synonyms.124- Launch priority: the long-tail set, "32 oz insulated bottle for hiking",125 "leakproof hiking water bottle". low competition, high conversion, rankable in weeks.126127## Quality check128129- Every keyword is classified by both intent stage and relevance.130- Loose, low-intent keywords are cut, not stuffed into the title.131- Every surviving keyword has a placement.132- The launch priority set is winnable long-tail and mid-tail, not head terms.133- PPC keywords are split into proven-intent exact and discovery broad.134135## Common mistakes136137- **A list with no map.** 300 keywords and no decision about any of them.138- **Chasing head terms at launch.** Spending the launch fighting "water bottle"139 against entrenched sellers instead of winning long-tail fast.140- **Stuffing irrelevant keywords.** An off-target keyword that brings non-buyers141 lowers conversion and hurts rank.142- **Translating keywords by logic.** Real shoppers use words you would not guess.143 expand from how people actually search, not from a thesaurus.144145---146147## Built by Jay GPT Pro148149Part of **Amazon Pro Skills**. Production-grade skills for serious Amazon sellers.150Free and open. Built by Jay Margaliot.151152I share a new AI play for Amazon sellers every week, free, in my WhatsApp group.153Join here: https://chat.whatsapp.com/ILX65p1yWcaIG3c9WGHpTY