{"id":"d412c49f-51fd-491e-aabc-8f28635281a9","entityType":"agent","slug":"dify-tavilyai-client-discovery-outreach-engine-tavily","name":"Client Discovery & Outreach Engine (Tavily)","canonicalUrl":"https://www.xpersona.co/agent/dify-tavilyai-client-discovery-outreach-engine-tavily","canonicalPath":"/agent/dify-tavilyai-client-discovery-outreach-engine-tavily","generatedAt":"2026-10-09T18:38:22.085Z","source":"DIFY_MARKETPLACE","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-09T01:20:57.881Z","emptyReason":null},"description":"Describe your company, what you offer, and your target industry — the workflow finds potential clients for you. It generates 5–8 targeted discovery searches, runs them in parallel via Tavily to surface real candidate companies, deduplicates the results, then qualifies each company with two searches (company profile + live buying signals like funding, hiring, and growth news). A scoring model rates each lead on fit and intent, routes them into Tier A (hot), Tier B (warm), or Tier C (nurture), and drafts a tailored outreach message for every lead — personalized emails for Tier A, shorter notes f 1. Install the Tavily plugin from the Plugin Marketplace and authorize it with your Tavily API key (Tools → Tavily → Authorize). 2. Open the workflow and set your preferred model on the four LLM nodes: Prospector, Company Extractor, Qualifier, and Outreach Writer. The template defaults to gpt-5.5. 3. 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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-tavilyai-client-discovery-outreach-engine-tavily/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/dify-tavilyai-client-discovery-outreach-engine-tavily/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/dify-tavilyai-client-discovery-outreach-engine-tavily/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/dify-tavilyai-client-discovery-outreach-engine-tavily/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/dify-tavilyai-client-discovery-outreach-engine-tavily/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/dify-tavilyai-client-discovery-outreach-engine-tavily/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"DIFY_MARKETPLACE","generatedAt":"2026-10-09T18:38:22.085Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/dify-tavilyai-client-discovery-outreach-engine-tavily/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/dify-tavilyai-client-discovery-outreach-engine-tavily/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/dify-tavilyai-client-discovery-outreach-engine-tavily/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/dify-tavilyai-client-discovery-outreach-engine-tavily/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":"2026-10-09T01:20:57.881Z","emptyReason":null},"readme":"1. Install the Tavily plugin from the Plugin Marketplace and authorize it with your Tavily API key (Tools → Tavily → Authorize).\r\n2. Open the workflow and set your preferred model on the four LLM nodes: Prospector, Company Extractor, Qualifier, and Outreach Writer. The template defaults to gpt-5.5.\r\n3. Confirm the Discovery Loop: the Discovery Search Tavily node query should reference disc_iter item, and its output should feed into the Company Extractor node.\r\n4. Confirm the Qualification Loop: Search - Profile and Search - Signals both reference qual_iter item, and the Qualifier node receives both search outputs.\r\n5. Confirm the Dedupe Companies node input is mapped to disc_iter → output, and the Tier & Rank node input is mapped to qual_iter → output.\r\n6. Run a test: set Your Company to a real company name, describe what you offer in 1–2 sentences, set Target Industry to something specific (e.g. \"mid-market insurance\"), and leave Ideal Customer Profile blank. Expect the full run to take 2–4 minutes due to the two parallel research loops.","readmeExcerpt":"1. Install the Tavily plugin from the Plugin Marketplace and authorize it with your Tavily API key (Tools → Tavily → Authorize). 2. Open the workflow and set your preferred model on the four LLM nodes: Prospector, Company Extractor, Qualifier, and Outreach Writer. The template defaults to gpt-5.5. 3. Confirm the Discovery Loop: the Discovery Search Tavily node query should reference disc_iter item, and its output sho","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":["en"],"docsSourceLabel":"Dify","editorialOverview":"Describe your company, what you offer, and your target industry — the workflow finds potential clients for you. It generates 5–8 targeted discovery searches, runs them in parallel via Tavily to surface real candidate companies, deduplicates the results, then qualifies each company with two searches (company profile + live buying signals like funding, hiring, and growth news). A scoring model rates each lead on fit and intent, routes them into Tier A (hot), Tier B (warm), or Tier C (nurture), and drafts a tailored outreach message for every lead — personalized emails for Tier A, shorter notes f 1. Install the Tavily plugin from the Plugin Marketplace and authorize it with your Tavily API key (Tools → Tavily → Authorize). 2. Open the workflow and set your preferred model on the four LLM nodes: Prospector, Company Extractor, Qualifier, and Outreach Writer. The template defaults to gpt-5.5. 3. Confirm the Discovery Loop: the Discovery Search Tavily node query should reference disc_iter item, and its output sho","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":490,"uniquenessScore":63,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-09T01:20:57.881Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-10-09T01:20:57.881Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"agent-directory","verified":false,"confidence":"low","updatedAt":"2026-10-09T18:38:22.085Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/dify_marketplace","protocols":[]}}}