How should Competitive Landscape Intelligence (Tavily) be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

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This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

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Competitive Landscape Intelligence (Tavily)

Researches a market or industry in depth using Tavily web search. You provide an industry, optional focus angle, and time horizon. The workflow automatically identifies 4–6 emerging trends, searches for real-world evidence on each in parallel, scores every trend on momentum, market size, feasibility, and threat resistance (each 1–5), then synthesizes a ranked opportunity report with a comparative scoring matrix and strategic recommendations. 1. Install the Tavily plugin from the Plugin Marketplace and authorize it with your Tavily API key (navigate to Tools → Tavily → Authorize). 2. Open the workflow and set the model on the three LLM nodes (Trend Spotter, Trend Analyst, Briefing Writer) to your preferred provider — gpt-5.5 or any model you have authorized. 3. In the Trend Analyst node, confirm the input variable for the Tavily Search result is correctly

workflowmarketingsalesknowledgeopenaitavily

View on Dify

Rank

Safety

Updated

Oct 9, 2026

Source

Dify

About

What it does, and when to use it.

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

Avoid when

Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor: Difyvendor · observed Oct 9, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

Setup complexity is LOW. 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: missing

curl -s "https://www.xpersona.co/api/v1/agents/dify-tavilyai-competitive-landscape-intelligence-tavily/snapshot"

Documentation

Dify

689 characters of source documentation, loaded on request.

Machine-readable data

The same record, as JSON, for agents and crawlers.

{
  "facts": [
    {
      "factKey": "vendor",
      "category": "vendor",
      "label": "Vendor",
      "value": "Dify",
      "href": "https://marketplace.dify.ai/api/v1/templates/56616ed4-7cb8-44cd-ac87-5a84f876829f",
      "sourceUrl": "https://marketplace.dify.ai/api/v1/templates/56616ed4-7cb8-44cd-ac87-5a84f876829f",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-10-09T01:20:56.350Z",
      "isPublic": true
    },
    {
      "factKey": "handshake_status",
      "category": "security",
      "label": "Handshake status",
      "value": "UNKNOWN",
      "href": "https://www.xpersona.co/api/v1/agents/dify-tavilyai-competitive-landscape-intelligence-tavily/trust",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/dify-tavilyai-competitive-landscape-intelligence-tavily/trust",
      "sourceType": "trust",
      "confidence": "medium",
      "observedAt": null,
      "isPublic": true
    }
  ],
  "events": []
}

Record generated Oct 9, 2026.