1. Find a reference product and pull its keywords
Browse Amazon for the #1 seller, reverse-engineer its converting keywords across multiple tools.
Now in Early Access
The AI Platform for
E-Commerce Product Management
Specialized agents working in parallel to automate market sizing, competitor analysis, and product opportunity assessment. A week of work, delivered in under 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
GO scorecard + 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
GO scorecard + 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.
Multiple specialized agents handle every step, from market data to product definition to a presentation for your review meeting. You stay in control the whole time.
End-to-End Research
Automate the full product research cycle
Your agents run a structured workflow: market sizing, product classification, competitive analysis, and opportunity scoring. Each phase builds on the last. You watch it happen. You steer when it matters.
Product Research
3/7 completedIn Progress
Market sizingDone
Data acquisitionDone
Brand & price analysisDone
Keyword researchRunning
Competitor benchmarkingPending
Product opportunityPending
Entry verdictPending
Specialized Agents
One question. A dozen specialists.
Other tools hand you a dashboard and wish you luck. LaunchKit dispatches specialized agents for keyword demand, competitor pricing, review sentiment, and more. They run in parallel, cross-verify, and hand you one report your team can act on.
“Portable blenders under $35”
dispatched
Market Analyst
Agent
Pulling 24-month trends…
Mapped sales trajectory
Identified peak season
Scored demand quality
Added to market report
Competitive Intel
Agent
Analyzing top 20 products…
Ranked brand share
Built spec comparison
Flagged open price band
Updated competitor grid
Review Miner
Agent
Reading 2,400 reviews…
Ranked pain points
Tagged usage scenarios
Mapped feature gaps
Filed to product brief
Real Deliverables
Spreadsheets, presentations, and PRDs you can bring to your next meeting
Your agents produce the same spreadsheets, presentations, and product requirement documents your team already builds, in your company's format. Every number sourced. Every figure verified. Ready for your review meeting.
XLS
Category-Research.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
5 sheets · 289 products
PPT
Market-Research.pptxNutriBullet
22%
BlendJet
18%
Ninja
11%
Others
49%↑
28 slides · 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 across SellerSprite, Sorftime, and ABA.
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. Enter your category
Name a product category or paste an Amazon link. The agent resolves the node, picks the right tools, and builds a research plan.
2. Watch the data come in
Market trends, product listings, brand analysis, keyword demand, and reviews. Pulled from SellerSprite, Sorftime, and Google Trends in parallel.
3. Steer the analysis
Filter products, ask follow-ups, or redirect mid-workflow. The agents adapt on the fly.
4. Get your verdict and product brief
A go/caution/kill scorecard, research presentation, and product opportunity brief. Ready for your review meeting.
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 across SellerSprite, Sorftime, and ABA.
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. Enter your category
Name a product category or paste an Amazon link. The agent resolves the node, picks the right tools, and builds a research plan.
2. Watch the data come in
Market trends, product listings, brand analysis, keyword demand, and reviews. Pulled from SellerSprite, Sorftime, and Google Trends in parallel.
3. Steer the analysis
Filter products, ask follow-ups, or redirect mid-workflow. The agents adapt on the fly.
4. Get your verdict and product brief
A go/caution/kill scorecard, research presentation, and product opportunity brief. Ready for your review meeting.
FAQ
Your questions, answered
Have questions? We're here to help.
LaunchKit automates the entire product research cycle that e-commerce teams do before launching a new product. Market sizing, brand concentration analysis, price segmentation, keyword feasibility, competitor benchmarking, review pain point extraction, product opportunity definition, and profitability estimation. Specialized agents work in parallel on each part and deliver a complete research presentation.