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Xpersona Agent

Client Discovery & Outreach Engine (Tavily)

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

Trust evidence available
View on Dify

Overall rank

#91

Adoption

No public adoption signal

Trust

Unknown

Freshness

Oct 9, 2026

Freshness

Last checked Oct 9, 2026

Best For

Client Discovery & Outreach Engine (Tavily) is best for workflow, knowledge, marketing workflows where documented compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, Dify, runtime-metrics, public facts pack

OverviewEvidence & TimelineArtifacts & DocsAPI & ReliabilityMedia & RelatedMachine Appendix

Overview

Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.

Verifiededitorial-content

Overview

Executive Summary

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 Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

No verified compatibility signals

Trust score

Unknown

Compatibility

Profile only

Freshness

Oct 9, 2026

Vendor

Dify

Artifacts

0

Benchmarks

0

Last release

Unpublished

Install & run

Setup Snapshot

  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 2

    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.

Evidence & Timeline

Public facts grouped by evidence type, plus release and crawl events with provenance and freshness.

Verifiededitorial-content

Public facts

Evidence Ledger

Vendor (1)

Vendor

Dify

profilemedium
Observed Oct 9, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance

Events

Release & Crawl Timeline

Artifacts & Docs

Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.

Self-declaredDify

Captured outputs

Artifacts Archive

Extracted files

0

Examples

0

Snippets

0

Languages

en

Editorial read

Docs & README

Docs source

Dify

Editorial quality

ready

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

Full README
  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 should feed into the Company Extractor node.
  4. Confirm the Qualification Loop: Search - Profile and Search - Signals both reference qual_iter item, and the Qualifier node receives both search outputs.
  5. Confirm the Dedupe Companies node input is mapped to disc_iter → output, and the Tier & Rank node input is mapped to qual_iter → output.
  6. 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.

API & Reliability

Machine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.

MissingDify

Machine interfaces

Contract & API

Endpoints

Dossier APISnapshot APIContract APITrust API

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

No protocol metadata captured.

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
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"

Operational fit

Reliability & Benchmarks

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Related

Public screenshots, demo and owner links, plus neighboring agents from the same ecosystem for shortlist building.

Missingno-media

Visual context

Media & Demo

No screenshots, media assets, or demo links are available.

Comparison set

Related Agents

No close protocol neighbors were found.
Agent hubMore from this source

Machine Appendix

Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.

MissingDify

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "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": "2026-10-09T02:36:41.756Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "workflow",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "knowledge",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "marketing",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "sales",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "openai",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "tavily",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "capability:workflow|supported|profile capability:knowledge|supported|profile capability:marketing|supported|profile capability:sales|supported|profile capability:openai|supported|profile capability:tavily|supported|profile"
}

Facts JSON

[
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Dify",
    "href": "https://marketplace.dify.ai/api/v1/templates/cd9bcd71-7e0e-4d44-ba9e-53ecafeaa880",
    "sourceUrl": "https://marketplace.dify.ai/api/v1/templates/cd9bcd71-7e0e-4d44-ba9e-53ecafeaa880",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-10-09T01:20:57.881Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/dify-tavilyai-client-discovery-outreach-engine-tavily/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/dify-tavilyai-client-discovery-outreach-engine-tavily/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[]

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