How should Amazon Competitor Review Analyzer (Bright Data × OpenAI) 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

Agent DossierDifySafety 82/100

Xpersona Agent

Amazon Competitor Review Analyzer (Bright Data × OpenAI)

Input 6 Amazon product URLs (yours + 5 competitors), output a Markdown competitive analysis report. Fetches metadata + Amazon's AI review summary (customer_says) via Bright Data, then runs GPT-4o-mini in 5 parallel evaluations: praise, complaints, positioning, improvements, differentiation. Why customer_says-first: Amazon's AI distills thousands of reviews into ~250 chars per product, native-language. Higher signal-to-noise than raw reviews. Pay-per-run, open YAML, amazon.co.jp validated. v0.2: customer_says-based. v0.3 plans full Reviews. Requires Bright Data + OpenAI keys. MIT. 1. Sign up at brightdata.com (or https://get.brightdata.com/tp1oc with promo code south20 — referral link to template author, optional) - Web Scraper API access to Amazon - Products by URL (dataset gd_l7q7dkf244hwjntr0) is required - Copy your API token from Account → API Tokens 2. Get an OpenAI API key from https://platform.openai.com/api-keys 3. Import this template into Dify: - Apps → Import DSL → select app.yml -

Trust evidence available

View on Dify

Overall rank

#88

Adoption

No public adoption signal

Trust

Unknown

Freshness

Oct 9, 2026

Freshness

Last checked Oct 9, 2026

Best For

Amazon Competitor Review Analyzer (Bright Data × OpenAI) is best for workflow, marketing, sales 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

Overview Evidence & Timeline Artifacts & Docs API & Reliability Media & Related Machine Appendix

Overview

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

Verifiededitorial-content

Overview

Executive Summary

No verified compatibility signals

Trust score

Unknown

Compatibility

Profile only

Freshness

Oct 9, 2026

Vendor

Dify

Artifacts

Benchmarks

Last release

Unpublished

Install & run

Setup Snapshot

1
Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
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 link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

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

Examples

Snippets

Languages

Editorial read

Docs & README

Docs source

Dify

Editorial quality

ready

Full README

Sign up at brightdata.com (or https://get.brightdata.com/tp1oc with promo code south20 — referral link to template author, optional)
- Web Scraper API access to Amazon - Products by URL (dataset gd_l7q7dkf244hwjntr0) is required
- Copy your API token from Account → API Tokens
Get an OpenAI API key from https://platform.openai.com/api-keys
Import this template into Dify:
- Apps → Import DSL → select app.yml
- Set environment variable BRIGHTDATA_API_TOKEN to your token
- Keep the default dataset IDs unless Bright Data reassigns them
Run the workflow:
- Open imported workflow → click Run
- Fill in: product category label, your product's Amazon URL, 5 competitor URLs (newline-separated)
- Wait 5-8 minutes → receive Markdown competitor analysis

Note: Re-importing the workflow resets environment variables. Re-set BRIGHTDATA_API_TOKEN after each import.

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 API Snapshot API Contract API Trust API

Contract coverage

Status

missing

Auth

None

Streaming

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-south-0120-amazon-competitor-review-analyzer-bright-data-o/snapshot"

curl -s "https://www.xpersona.co/api/v1/agents/dify-south-0120-amazon-competitor-review-analyzer-bright-data-o/contract"

curl -s "https://www.xpersona.co/api/v1/agents/dify-south-0120-amazon-competitor-review-analyzer-bright-data-o/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.

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-south-0120-amazon-competitor-review-analyzer-bright-data-o/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/dify-south-0120-amazon-competitor-review-analyzer-bright-data-o/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/dify-south-0120-amazon-competitor-review-analyzer-bright-data-o/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/dify-south-0120-amazon-competitor-review-analyzer-bright-data-o/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/dify-south-0120-amazon-competitor-review-analyzer-bright-data-o/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/dify-south-0120-amazon-competitor-review-analyzer-bright-data-o/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": []
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "DIFY_MARKETPLACE",
      "generatedAt": "2026-10-09T03:37:37.420Z"
    }
  },
  "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": "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": "support",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "capability:workflow|supported|profile capability:marketing|supported|profile capability:sales|supported|profile capability:support|supported|profile"
}

Facts JSON

[
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Dify",
    "href": "https://marketplace.dify.ai/api/v1/templates/255c4687-aad8-4d4f-8111-c84c753e98fa",
    "sourceUrl": "https://marketplace.dify.ai/api/v1/templates/255c4687-aad8-4d4f-8111-c84c753e98fa",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-10-09T01:20:55.360Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/dify-south-0120-amazon-competitor-review-analyzer-bright-data-o/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/dify-south-0120-amazon-competitor-review-analyzer-bright-data-o/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[]

Overview

Executive Summary

Setup Snapshot

Evidence & Timeline

Evidence Ledger

Release & Crawl Timeline

Artifacts & Docs

Artifacts Archive

Docs & README

API & Reliability

Contract & API

Reliability & Benchmarks

Media & Related

Media & Demo

Related Agents

Machine Appendix