Product research sample
Create a defensible comparison set before evaluating demand, reviews, price, or differentiation.
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Failed or incomplete first runs are refundedAmazon Competitor Analysis
Build a competitor set around the customer decision
Identify products that compete for the same job, budget, and traffic instead of grouping items by category or appearance alone.
What the Agent prepares
- A layered direct, indirect, scenario, and benchmark competitor set
- An include or exclude reason for every candidate
- Warnings for incomparable prices, stages, variants, and product roles
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Protect every later analysis from a polluted sample
Share the research purpose, target customer, job, budget, constraints, candidate ASINs, keyword evidence, and search-result observations. The Agent applies an explicit substitution test to every candidate.
The result separates direct competitors, indirect substitutes, scenario alternatives, stage benchmarks, and exclusions. It records the decision evidence and keeps missing information visible without inventing product facts or traffic overlap.
Use it for
Advertising target review
Identify which products plausibly compete for the same search task and budget.
Competitor-list cleanup
Remove accessories, wrong variants, unrelated categories, and aspirational brands that distort the analysis.
Example task
Clean this exported ASIN list for product research
What the Agent prepares
- A layered direct, indirect, scenario, and benchmark competitor set
- An include or exclude reason for every candidate
- Warnings for incomparable prices, stages, variants, and product roles
- Missing evidence and targeted validation questions
How it works
Fix the comparison purpose
Define whether the set will support product, keyword, advertising, pricing, review, or benchmark analysis.
Apply the substitution test
Ask when the same customer would abandon one option for another under the same task and budget.
Layer and clean the set
Classify candidates, remove sample contamination, and record unresolved evidence.
Comparable decisions, not category look-alikes
- The Agent does not classify a product as a competitor from category, appearance, or rank alone.
- It does not invent missing product, price, traffic, keyword, or customer evidence.
- Users must verify current listings, variants, availability, and the final research sample.
Frequently asked questions
Why not use the top products in the category?
Category leaders may serve a different customer, budget, job, or lifecycle stage. The substitution test creates a more relevant sample.
Can accessories be competitors?
Only when they solve the same customer job within the same decision budget. Otherwise they should be excluded or labeled as ecosystem context.
Does it fetch current ASIN data?
No. Provide exported data or verified listing evidence. Missing current fields remain unknown instead of being invented.
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