keyword_trends

shallow

com.pangolinfo/amazon-mcp · Verify this server

[Keyword Trends via Google Trends] Keyword popularity (data source: Google Trends; use must comply with Google Terms of Service). Time series + per-region heatmap + rising related queries (with 'Breakout' tags). Compare up to 5 keywords on one chart. Use when: user says "how hot is keyword X" / "A vs B popularity" / "any seasonality" / "which states love X" / "find breakout terms" / "new-product direction" / "trend comparison" / "is X past its peak yet". Don't use: for absolute search volume (Trends is 0-100 relative); for products/links (use search_amazon / ai_search); for a single keyword's snapshot (need ≥ 2 for meaningful comparison). Returns: data.json.{ keywordsGeoData[{ keyword, geoMapData[{ geoCode, geoName, value[], formattedValue[], hasData[] }] }], keywordsRankData[{ keyword, rankList[{ rankedKeyword[{ query, value, formattedValue, link, hasData }] }] }], timelineData[{ time, formattedTime, value[], formattedValue[] }], geoMapData[] }, taskId, url. Pair with: ↑ keywords from user or core terms found via search_amazon; ↓ feed Breakout/rising terms back into search_amazon to explore new opportunities, or filter_niches to see if they've crystallized into a niche. Cost: ~1.5 points/call, ~5s. Tips: timeRange = today 12-m (default) | today 3-m | today 5-y | all ; region = ISO country code or 'WORLD'; language affects related-query language.

100.0/100

1 trials · measured 55 days ago

keyword_trends scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.pangolinfo/amazon-mcp, measured 25 Aug 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
self-provisionable
Category
Commerce & retail
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-08-25100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: keyword_trends
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keyword_trends — Vouch