brand
shallowcom.logimu/shopping-mcp · Verify this server
Amazon BRAND dossier from Logimu's own buy-box observations (derived intelligence, not estimates): catalog size, how many sellers win the buy box, control score (share of buy-box days won by FBA offers), winner diversity, Amazon's own retail share, FBA penetration, seller concentration (HHI) and churn, seller-pressure trend grades, since when we have observed the brand, its dominant category with p25/p50/p75 benchmarks, and the top-10 sellers by observed buy-box days with their feedback records. USE WHEN the user asks who sells a brand, how contested / Amazon-dominated / FBA-heavy a brand is, whether a brand is gaining or losing sellers, or wants to vet a brand for wholesale / arbitrage / brand protection. OPTIONS: sellers=true adds the full seller list (25 per page, page=N); network=true adds the brand's SELLER MAP - the brands connected to it because the same third-party sellers win the buy box on both (edges weighted by shared sellers, one hop, max 50); history=true adds up to 24 calendar months (ASINs, sellers, buy-box days, price, rating). All 11 Amazon marketplaces, no Walmart. HONESTY: 'observed since' is our data horizon, not the brand's age; a 404 means we have not observed the brand (names are matched as Amazon prints them). COST: paid plan required (the tool is listed only for keys on a paid plan). 1 credit for the dossier, +0.5 once when history comes back non-empty, +1 per page of sellers, +1 for the network. Unknown brand: 0.
1 trials · measured today
brand scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.logimu/shopping-mcp, measured 20 Oct 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote
- Credential class
- self-provisionable
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-20 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
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