Team1 team · 9 agents · 5 data tables
Shopping Lab

The team at a glance
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What it does
Compares a product across US stores: clarifies what the shopper needs, reads each store, matches and scores the products, and writes a visual report.
What is inside
15 items
- TeamShopping LabCompares a product across US stores: clarifies what the shopper needs, reads each store, matches and scores the products, and writes a visual report.
- AgentNeeds AnalystTurns a vague wish into a precise, confirmed shopping brief — product, budget, must-haves, priorities. The only member who talks to the shopper.
- AgentQuery PlannerPrepares the search address for each store from the confirmed brief.
- AgentQuill ScoutReads Quill's own pages and reports real prices, ratings, reviews, images and specifications.
- AgentStaples ScoutReads Staples' own pages and reports real prices, ratings, reviews, images and specifications.
- AgentProduct MatcherMerges the same product across stores, checks the must-haves against evidence, keeps the best offer of each product.
- AgentSpec NormalizerBuilds a clean side-by-side comparison in common units; never fills a gap with a guess.
- AgentCustomer Reviews AnalystSays what customers really think from the review evidence collected, and where to be careful.
- AgentScoring AnalystScores every product with a deterministic script — never by estimation.
- AgentReport WriterWrites the final visual report: verdict, top picks with photos, price and radar charts, comparison, watch-outs, sources.
- Data tableshopping_searches
- Data tableshopping_store_reports
- Data tableshopping_candidates
- Data tableshopping_products
- Data tableshopping_comparison