{"id":"864df994-507e-41a3-994f-019581d1c30f","entityType":"agent","slug":"dify-pangolinfo-pangolinfo-amazon-data-scraper-natural-language","name":"Pangolinfo Amazon Data Scraper — Natural Language Router + Multi-Parser Report","canonicalUrl":"https://www.xpersona.co/agent/dify-pangolinfo-pangolinfo-amazon-data-scraper-natural-language","canonicalPath":"/agent/dify-pangolinfo-pangolinfo-amazon-data-scraper-natural-language","generatedAt":"2026-10-09T13:26:46.309Z","source":"DIFY_MARKETPLACE","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-05-15T06:22:03.254Z","emptyReason":null},"description":"A sophisticated Amazon research workflow powered by the Pangolinfo Amazon Data Scraper. This template uses a Natural Language Router to interpret user requests (available in EN/ZH) and automatically trigger the appropriate Amazon parser. Whether you need product details, keyword rankings, or hijacker tracking, the workflow routes the task, extracts the data, and generates an actionable report. 1. Install Required Plugins: * Pangolinfo Amazon Data Scraper - Gemini (used for the router and report writer nodes). 2. Configure Pangolinfo Credentials: * Go to Plugins → Pangolinfo Amazon Data Scraper → Providers/Credentials. - Add your API key and Set as Default Provider. 3. Configure LLM Provider: * Ensure the Gemini provider is enabled and has valid API credentials in your workspace. 4. Execute Workflow: * Clic","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 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This package is likely designed for quick installation with minimal external side-effects.","Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/dify-pangolinfo-pangolinfo-amazon-data-scraper-natural-language/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/dify-pangolinfo-pangolinfo-amazon-data-scraper-natural-language/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/dify-pangolinfo-pangolinfo-amazon-data-scraper-natural-language/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/dify-pangolinfo-pangolinfo-amazon-data-scraper-natural-language/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/dify-pangolinfo-pangolinfo-amazon-data-scraper-natural-language/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/dify-pangolinfo-pangolinfo-amazon-data-scraper-natural-language/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"DIFY_MARKETPLACE","generatedAt":"2026-10-09T13:26:46.309Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/dify-pangolinfo-pangolinfo-amazon-data-scraper-natural-language/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/dify-pangolinfo-pangolinfo-amazon-data-scraper-natural-language/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/dify-pangolinfo-pangolinfo-amazon-data-scraper-natural-language/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/dify-pangolinfo-pangolinfo-amazon-data-scraper-natural-language/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"Dify","verified":false,"confidence":"high","updatedAt":"2026-05-15T06:22:03.254Z","emptyReason":null},"readme":"1. Install Required Plugins: * Pangolinfo Amazon Data Scraper\r\n  - Gemini (used for the router and report writer nodes).\r\n2. Configure Pangolinfo Credentials: * Go to Plugins → Pangolinfo Amazon Data Scraper → Providers/Credentials.\r\n  - Add your API key and Set as Default Provider.\r\n3. Configure LLM Provider: * Ensure the Gemini provider is enabled and has valid API credentials in your workspace.\r\n4. Execute Workflow: * Click Test Run and enter a natural-language request (see examples below).\r\n5. Input Notes:\r\n  - For ASIN analysis and Keyword research, the workflow can automatically construct the necessary URLs.\r\n  - For Best Sellers / New Releases / Category / Storefront tasks, providing the exact Amazon page URL is recommended if the request is ambiguous.\r\n\r\nExample Queries:\r\n- \"Analyze ASIN B08N5WRWNW on US\"\r\n- \"看下日本站扫地机器人的搜索结果（JP）\"\r\n- \"Track hijackers for ASIN B08N5WRWNW\"","readmeExcerpt":"1. Install Required Plugins: * Pangolinfo Amazon Data Scraper - Gemini (used for the router and report writer nodes). 2. Configure Pangolinfo Credentials: * Go to Plugins → Pangolinfo Amazon Data Scraper → Providers/Credentials. - Add your API key and Set as Default Provider. 3. Configure LLM Provider: * Ensure the Gemini provider is enabled and has valid API credentials in your workspace. 4. Execute Workflow: * Clic","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":["en"],"docsSourceLabel":"Dify","editorialOverview":"A sophisticated Amazon research workflow powered by the Pangolinfo Amazon Data Scraper. This template uses a Natural Language Router to interpret user requests (available in EN/ZH) and automatically trigger the appropriate Amazon parser. Whether you need product details, keyword rankings, or hijacker tracking, the workflow routes the task, extracts the data, and generates an actionable report. 1. Install Required Plugins: * Pangolinfo Amazon Data Scraper - Gemini (used for the router and report writer nodes). 2. Configure Pangolinfo Credentials: * Go to Plugins → Pangolinfo Amazon Data Scraper → Providers/Credentials. - Add your API key and Set as Default Provider. 3. Configure LLM Provider: * Ensure the Gemini provider is enabled and has valid API credentials in your workspace. 4. 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