1. Find a reference product and pull its keywords
Browse Amazon for the #1 seller, reverse-engineer its converting keywords across multiple tools.
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The AI Platform for
E-Commerce Product Management
Specialized agents run your full product research workflow in parallel. From category sizing to competitor specs to a sourced, risk-rated entry verdict. A week of work, delivered in 30 minutes.
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Search a product category...
agent_plan.log
AGENT RESEARCH PLAN
Resolve category
Kitchen › Blenders › Portable
Pull market size & trends
24-month sales, units, growth
Mine keyword demand
12 core terms, avg CPC $0.87
Detect seasonality
Peak months + demand slope
Export category products
412 ASINs pulled, 289 cleaned
Classify product segments
Type, material, price bands
Map brand concentration
Top 3 share: 41%. New entrants flagged
Benchmark competitor specs
Top 10 spec matrix + ratings
Cluster review pain points
1-star themes + unmet needs
Write opportunity verdict
Risk profile + deck + workbook
LaunchKit Agent v2.10/10 steps
agent_plan.log
AGENT RESEARCH PLAN
Resolve category
Kitchen › Blenders › Portable
Pull market size & trends
24-month sales, units, growth
Mine keyword demand
12 core terms, avg CPC $0.87
Detect seasonality
Peak months + demand slope
Export category products
412 ASINs pulled, 289 cleaned
Classify product segments
Type, material, price bands
Map brand concentration
Top 3 share: 41%. New entrants flagged
Benchmark competitor specs
Top 10 spec matrix + ratings
Cluster review pain points
1-star themes + unmet needs
Write opportunity verdict
Risk profile + deck + workbook
LaunchKit Agent v2.10/10 steps
material_breakdown.xlsx
BIU
fx
| A | B | C | D | E | F | |
|---|---|---|---|---|---|---|
| 1 | ASIN | Brand | Price | Mo. Sales | Rating | Type |
| 2 | B0CH… | NutriBullet | $29.99 | 4,212 | 4.5 | Personal |
| 3 | B0BN… | PopBabies | $21.99 | 2,847 | 4.3 | Travel |
| 4 | B0DK… | BlendJet | $34.99 | 6,108 | 4.2 | Personal |
| 5 | B09R… | Hamilton | $19.99 | 1,933 | 4.1 | Countertop |
| 6 | B0CL… | KOIOS | $25.99 | 3,541 | 4.4 | Personal |
| 7 | B0BH… | Zulay | $16.99 | 1,287 | 4.0 | Travel |
Sheet1
Sheet2
+
category_viability.pptx
FileHomeInsertDesign
1
2
3
4
Portable Blender: Market Overview
Q1 2026 Category Research
NutriBullet
22%
BlendJet
18%
PopBabies
11%
KOIOS
8%
High shareLow share
LaunchKit1 / 4
Slide 1 of 4
Launch better-performing products faster with LaunchKit
Features
LaunchKit does the research. You make the call.
Specialized agents handle every step, from category sizing to product definition to a deck for your review meeting. You approve every step. You stay in control.
End-to-End Research
A specialist for every step. You approve every one.
Market sizing, brand concentration, keyword economics, review pain points, unit economics. Each agent reports a finding. You approve. The next one starts. Nothing happens behind your back.
Product Research
In Progress
Market sizing
Data acquisition
Brand analysis
Category stability
Price segments
Keyword research
Google Trends
Product classification
Competitor benchmarking
Review pain points
Product opportunity
Profitability model
Research report
Specialized Agents
Built for the workflow, not a dashboard.
Helium 10, SellerSprite, and Jungle Scout hand you data and leave the synthesis to you. LaunchKit dispatches specialized agents for keyword demand, competitor pricing, review sentiment, and unit economics. They run in parallel, cross-verify, and hand you one sourced decision.
“Portable blenders under $35”
dispatched
Brand Analysis
Agent
Mapping top 15 brands…
Top 3 share: 41%
Two newcomers flagged
Monopoly trend mapped
Added to brand report
Product Benchmarking
Agent
Comparing top 10 products…
15-column spec matrix
Open price band found
Differentiator gaps tagged
Updated competitor grid
Review Pain Points
Agent
Reading 1,000 reviews…
Top 5 pain points ranked
Solvable vs structural tagged
Category-wide complaints found
Filed to product brief
Real Deliverables
Spreadsheets and presentations you can bring to your next meeting
Your agents produce the same spreadsheets and presentations your team already builds, in your company's format. Every number sourced. Every figure verified. Ready for your review meeting.
XLS
research-workbook.xlsxASIN
Brand
Price
Sales
Type
B0CH
NutriBullet
$29.99
4,212
Personal
B0DK
BlendJet
$34.99
6,108
Personal
B0NQ
Ninja
$32.49
3,884
Personal
11 tabs · 289 products
PPT
leadership-deck.pptxNutriBullet
22%
BlendJet
18%
Ninja
11%
Others
49%↑
6 sections · sources cited
How It Works
See why teams switch to LaunchKit
Manual Process
20 hrs2. Check market size and search trends
Pull revenue, units, Google Trends, and CPC. Cross-reference Amazon search, marketplace, and trend data.
3. Find the peak month and export product data
Look at multi-year demand trends, find the seasonality peak, export 400+ ASINs from that month.
4. Classify 400 products one by one
Tag each ASIN by product type, material, and form factor. Most PMs spend 3-4 hours here alone.
5. Build pivot tables by segment
Break down revenue by product type, material, price range, and brand. Calculate share and growth for each.
6. Compare brand rankings year-over-year
Stack this year against last year. Flag new entrants. See if the top 5 are gaining or losing share.
7. Visit each top competitor's storefront
Click into 5 to 7 brand pages on Amazon, pull their catalogs, find their most stable sellers.
8. Build a competitor spec comparison table
Line up 7 products across 15+ columns of specs, pricing, ratings, and sales data.
9. Read hundreds of reviews and extract pain points
Categorize every complaint, calculate frequency percentages, map what buyers wish existed.
10. Compile a 30+ slide presentation
Piece together every sheet into a research deck and product brief for the review meeting.
With LaunchKit
30 min1. Open the launch form
Type a category or paste an Amazon link. Pick a marketplace and tell LaunchKit whether you source externally or manufacture in-house. The agent locks scope before any data moves.
2. Watch the plan run, step by step
Specialized agents work through market sizing, brand analysis, keyword economics, classification, benchmarking, reviews, and profitability. Each pauses for your review before the next starts.
3. Steer where it matters
When the agent proposes classification axes, you pick what to cut by. When something looks off, you redirect in plain language. You approve every step.
4. Open the deck and the workbook
A leadership PowerPoint for your review meeting. An Excel workbook for the audit trail. Both delivered to your project files. Open, edit, present.
1. Find a reference product and pull its keywords
Browse Amazon for the #1 seller, reverse-engineer its converting keywords across multiple tools.
2. Check market size and search trends
Pull revenue, units, Google Trends, and CPC. Cross-reference Amazon search, marketplace, and trend data.
3. Find the peak month and export product data
Look at multi-year demand trends, find the seasonality peak, export 400+ ASINs from that month.
4. Classify 400 products one by one
Tag each ASIN by product type, material, and form factor. Most PMs spend 3-4 hours here alone.
5. Build pivot tables by segment
Break down revenue by product type, material, price range, and brand. Calculate share and growth for each.
6. Compare brand rankings year-over-year
Stack this year against last year. Flag new entrants. See if the top 5 are gaining or losing share.
7. Visit each top competitor's storefront
Click into 5 to 7 brand pages on Amazon, pull their catalogs, find their most stable sellers.
8. Build a competitor spec comparison table
Line up 7 products across 15+ columns of specs, pricing, ratings, and sales data.
9. Read hundreds of reviews and extract pain points
Categorize every complaint, calculate frequency percentages, map what buyers wish existed.
10. Compile a 30+ slide presentation
Piece together every sheet into a research deck and product brief for the review meeting.
1. Open the launch form
Type a category or paste an Amazon link. Pick a marketplace and tell LaunchKit whether you source externally or manufacture in-house. The agent locks scope before any data moves.
2. Watch the plan run, step by step
Specialized agents work through market sizing, brand analysis, keyword economics, classification, benchmarking, reviews, and profitability. Each pauses for your review before the next starts.
3. Steer where it matters
When the agent proposes classification axes, you pick what to cut by. When something looks off, you redirect in plain language. You approve every step.
4. Open the deck and the workbook
A leadership PowerPoint for your review meeting. An Excel workbook for the audit trail. Both delivered to your project files. Open, edit, present.
FAQ
Your questions, answered
Have questions? We're here to help.
Every figure in your report is pulled from live marketplace data the moment the agent runs. We integrate Amazon marketplace data, Google Trends via DataForSEO, and third-party providers like Sorftime. Every number in the final deliverable carries a source footnote so you can audit it.