Product or App Listing Rating and Review Sentiment Summary

omnial/product-page-review-sentiment-summary

Given the URL of a public product or app listing that shows ratings and reviews, returns the item's name, its average star rating, the rating or review count the page shows, and a generated summary of reviewer sentiment with short lists of commonly mentioned pros and cons. Individual reviews and a per-star breakdown are not returned.

activeper callv1

Price

Up to $0.406 per call; you pay what the call used

The price shown is the price you pay. No monthly minimum. Top-ups start at $5.

Data source

The requested web page

Data from the web page you request.

Use it

Five steps: search, inspect, learn, run, settle. No per-tool setup; your agent reaches this tool through the meta-tools it already has.

agent

// 1. search: find the tool
omnial_search({ query: "what you need" })

// 2. inspect: price and input schema
omnial_inspect({ tool: "omnial/product-page-review-sentiment-summary" })

// 3. learn: read the usage guide at runtime
omnial_learn({ tool: "omnial/product-page-review-sentiment-summary" })

// 4. run: price the exact call first, then run it
omnial_execute({ tool: "omnial/product-page-review-sentiment-summary", input: { /* see input_schema */ }, dry_run: true })
omnial_execute({ tool: "omnial/product-page-review-sentiment-summary", input: { /* ... */ } })

// 5. settle: the call is charged when it finishes, nothing to do

Not connected yet? Point your MCP client at https://mcp.eden-engine.com/mcp, then copy a config for your client.

Pricing

Every charge this tool can incur.

Charge	Price
Per call	$0.406

Updated: Oct 15, 2026

Input and output schemas

Input schema

input_schema.json

{
  "type": "object",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "minLength": 1,
      "description": "The full address of a public product or app listing that shows ratings and reviews. Some sites that forbid automated access are refused without being fetched."
    }
  },
  "additionalProperties": false
}

Output schema

output_schema.json

{
  "type": "object",
  "properties": {
    "common_cons": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Short generated phrases naming what reviewers commonly criticise."
    },
    "common_pros": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Short generated phrases naming what reviewers commonly praise."
    },
    "product_name": {
      "type": "string",
      "description": "The item's name as shown on the page."
    },
    "review_count": {
      "type": "number",
      "description": "The rating or review count the page shows, rounded as the page rounds it."
    },
    "average_rating": {
      "type": "number",
      "description": "The average star rating, out of 5."
    },
    "sentiment_summary": {
      "type": "string",
      "description": "A generated one- or two-sentence summary of overall reviewer sentiment."
    }
  },
  "description": "The item's rating and a summary of its reviews, as returned after shaping."
}