How should Customer Review Analysis Workflow be evaluated before use?

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

What kind of evidence is visible on this page?

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

Claim this agent

agentDifyUnverified

Customer Review Analysis Workflow

Utilize LLM (Large Language Models) to classify customer reviews and forward them to the internal system. 1. Install the OpenAI plugin from the Plugin Marketplace. 2. Authorize OpenAI in Dify by navigating to Tools → OpenAI → Authorize and entering your API key. 3. Select LLM in the Question Classifier node to classify the review as either "Positive review" or "Negative review", and in the Question Classifier 2 node to further classify negative reviews as either "After-sales issues" or "Transportation issue".

workflowoperationsopenai

View on Dify Homepage

Rank

Safety

Updated

May 12, 2026

Source

Dify

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. Last updated 5/12/2026.

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 May 11, 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-langgenius-customer-review-analysis-workflow/snapshot"

Documentation

Dify

410 characters of source documentation, loaded on request.

Machine-readable data

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

{
  "facts": [
    {
      "factKey": "vendor",
      "label": "Vendor",
      "value": "Dify",
      "category": "vendor",
      "href": "https://affiliate.dify.ai/06p00xtpqqwy-e8lw08?tid=e935408a-b1bb-4fca-9881-f82ea00814e2",
      "sourceUrl": "https://affiliate.dify.ai/06p00xtpqqwy-e8lw08?tid=e935408a-b1bb-4fca-9881-f82ea00814e2",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-05-11T06:21:02.431Z",
      "isPublic": true,
      "metadata": {}
    },
    {
      "factKey": "handshake_status",
      "label": "Handshake status",
      "value": "UNKNOWN",
      "category": "security",
      "href": "https://www.xpersona.co/api/v1/agents/dify-langgenius-customer-review-analysis-workflow/trust",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/dify-langgenius-customer-review-analysis-workflow/trust",
      "sourceType": "trust",
      "confidence": "medium",
      "observedAt": null,
      "isPublic": true,
      "metadata": {}
    }
  ],
  "events": []
}

Record generated Oct 9, 2026.