# Software ReviewsScraper — (G2, Capterra, TrustRadius) (`khadinakbar/software-reviews-all-in-one-scraper`) Actor

Multi-platform B2B software reviews scraper with unified output across G2, Capterra, TrustRadius, SoftwareAdvice, GetApp. Auto platform detection. MCP-ready.

- **URL**: https://apify.com/khadinakbar/software-reviews-all-in-one-scraper.md
- **Developed by:** [Khadin Akbar](https://apify.com/khadinakbar) (community)
- **Categories:** Lead generation, AI, MCP servers
- **Stats:** 1 total users, 1 monthly users, 0.0% runs succeeded, NaN bookmarks
- **User rating**: No ratings yet

## Pricing

from $7.00 / 1,000 review scrapeds

This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).

If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).


# README

## Software Reviews All-in-One Scraper — G2, Capterra, TrustRadius, SoftwareAdvice, GetApp

**Scrape B2B software reviews across 5 platforms with one unified output.** Built for SaaS competitive intelligence, sentiment analysis, M&A due diligence, and AI agents.

Auto-detects platform from URL. Returns a single consistent schema across G2, Capterra, TrustRadius, SoftwareAdvice, and GetApp — so you can join reviews across platforms with no data wrangling.

---

### Why this actor

Most software-reviews scrapers cover one platform. The few that bundle multiple platforms ship different schemas per source and break often. This actor:

- **5 platforms, one schema.** Same field names mean same things across G2, Capterra, TrustRadius, SoftwareAdvice, GetApp.
- **Auto platform detection.** Paste any product URL. We figure out the rest.
- **Cross-platform search.** Pass `searchQuery: "Slack"` and `platforms: ["g2","capterra","trustradius"]` — get product cards from each.
- **MCP-ready.** Drop into Claude, GPT, or any MCP agent. Tool description and field semantics are written for LLMs first.
- **Residential by default.** G2 and Capterra block datacenter IPs aggressively. You get residential automatically.
- **Graceful degradation.** Partial reviews are still pushed. We never lose what we already have.

---

### What you get

| Field | Type | Description |
|---|---|---|
| `platform` | string | `g2` / `capterra` / `trustradius` / `softwareadvice` / `getapp` |
| `recordType` | string | `review` or `product` (summary card) |
| `productName` | string | Product name as listed on platform |
| `productSlug` | string | Platform-specific product slug |
| `productUrl` | string | Canonical product reviews URL |
| `productRating` | number | Aggregate rating (0-5) |
| `productReviewCount` | int | Total review count on platform |
| `vendor` | string | Vendor / publisher name |
| `category` | string | Primary platform category |
| `rating` | number | This review's rating |
| `reviewTitle` | string | Headline |
| `reviewBody` | string | Full review text |
| `pros` | string[] | Positive points |
| `cons` | string[] | Negative points |
| `subRatings` | object | `easeOfUse`, `customerSupport`, `valueForMoney`, `features`, `easeOfSetup`, `likelihoodToRecommend` |
| `reviewer` | object | `name`, `title`, `companyName`, `companySize`, `industry`, `verified` |
| `reviewDate` | string | ISO 8601 UTC |
| `helpfulCount` | int | Helpful votes |
| `vendorResponse` | string | Vendor reply, if any |
| `alternativesConsidered` | string[] | Other products the reviewer evaluated |
| `switchedFrom` | string | Product reviewer switched away from |
| `scrapedAt` | string | ISO 8601 UTC scrape time |

---

### Quick start

#### 1. Paste a URL — platform auto-detected

```json
{
  "startUrls": [
    { "url": "https://www.g2.com/products/salesforce-sales-cloud/reviews" },
    { "url": "https://www.capterra.com/p/135003/Slack/reviews/" },
    { "url": "https://www.trustradius.com/products/notion/reviews" }
  ],
  "maxReviewsPerProduct": 100,
  "sortReviewsBy": "newest"
}
````

#### 2. Search by product name across platforms

```json
{
  "searchQuery": "HubSpot CRM",
  "platforms": ["g2", "capterra", "trustradius"],
  "maxProductsPerSearch": 5,
  "maxReviewsPerProduct": 50,
  "includeReviews": true
}
```

#### 3. Just discover products (no reviews)

```json
{
  "searchQuery": "project management software",
  "platforms": ["g2", "capterra", "trustradius", "softwareadvice", "getapp"],
  "maxProductsPerSearch": 20,
  "includeReviews": false
}
```

***

### Pricing — Pay Per Event

| Event | Price |
|---|---|
| Actor start | $0.005 |
| Review scraped | **$0.007** per review with full metadata |
| Product found | $0.01 per product summary card (search mode) |

**Typical cost:**

- 100 reviews from one G2 product: ~**$0.71**
- Cross-platform search "Slack" → 5 products × 3 platforms + 50 reviews each: ~**$1.21**
- 1,000 reviews from one product: ~**$7.00**

Pay-Per-Usage is also enabled if you prefer compute-based billing for very large jobs.

***

### How it works

The actor is **HTTP-first**. Each page is fetched without a headless browser, then parsed in three stages:

1. **Embedded JSON** (`__NEXT_DATA__`, `__APOLLO_STATE__`, JSON-LD) — most reliable, used when available.
2. **JSON-LD Product/Review schema** — preserved by SEO-conscious platforms.
3. **HTML fallback selectors** — defensive cascade with multiple selector strategies per platform.

All requests route through Apify **residential proxies** by default. Failed pages are retried with exponential backoff. Pagination is automatic.

#### Platform quirks handled

- **G2** — multiple selector strategies (`[itemprop="review"]`, `paper paper--box`, `data-poison-target`); Cloudflare-resilient session.
- **Capterra** — pros/cons section detection, sub-rating parsing (5 dimensions).
- **TrustRadius** — Next.js `__NEXT_DATA__` JSON-first extraction; richer fields (alternatives considered, switched-from, ROI).
- **SoftwareAdvice + GetApp** — Gartner-family shared structure with per-platform routing.

***

### Use cases

#### Competitive intelligence

Pull all reviews of a competitor product. Tag pros/cons. Identify churn signals (low sub-ratings on Customer Support correlate with cancellations).

#### Sentiment over time

Run weekly. Group by month → track sentiment drift. Spot launches that broke things.

#### M\&A due diligence

Before acquiring a SaaS company, scrape **all** their reviews — across all 5 platforms. Look for fraud (review bombing, suspicious 5-star clusters), category leadership, and reviewer firmographics.

#### Product roadmap input

Mine `cons[]` across competitors → identify common pain points → prioritize them in your roadmap.

#### AI agent: "Compare CRMs for me"

MCP agent calls this actor with `searchQuery: "CRM for small business"`, `platforms: ["g2","capterra"]`, `includeReviews: true`. Agent gets unified data, summarizes pros/cons across products.

***

### Code examples

#### Apify API (Node.js)

```javascript
import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: 'YOUR_TOKEN' });

const run = await client.actor('khadinakbar/software-reviews-all-in-one-scraper').call({
  startUrls: [{ url: 'https://www.g2.com/products/salesforce-sales-cloud/reviews' }],
  maxReviewsPerProduct: 200,
  sortReviewsBy: 'helpful',
});

const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items);
```

#### Python

```python
from apify_client import ApifyClient

client = ApifyClient("YOUR_TOKEN")

run = client.actor("khadinakbar/software-reviews-all-in-one-scraper").call(run_input={
    "searchQuery": "Salesforce",
    "platforms": ["g2", "capterra", "trustradius"],
    "maxReviewsPerProduct": 50,
})

for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item["platform"], item["productName"], item["rating"])
```

#### MCP (Claude, GPT, etc.)

Add Apify MCP to your client. Tool will appear as `apify--software-reviews-all-in-one-scraper`. Call it directly:

```json
{
  "tool": "apify--software-reviews-all-in-one-scraper",
  "input": {
    "searchQuery": "Notion",
    "platforms": ["g2", "capterra", "trustradius"],
    "maxReviewsPerProduct": 30
  }
}
```

***

### FAQ

**Why residential proxies?**
G2 and Capterra both deploy Cloudflare with bot management. Datacenter IPs get blocked within 5 requests. Residential pricing is built into the PPE so you don't pay extra.

**What if my product isn't found by search?**
Search relies on each platform's own search results. If a product is missing, find it directly on the platform and paste the URL into `startUrls`. The actor auto-detects which platform it belongs to.

**Can I scrape ALL reviews for a product?**
Yes — set `maxReviewsPerProduct: 5000`. The scraper paginates until exhausted or the cap is hit. Note: large products (Slack, Salesforce) have 10K-20K reviews and full scrapes cost real money. Test with smaller caps first.

**Does it work for non-English reviews?**
Yes. Unicode is preserved. Platforms with locale subdomains (e.g., capterra.co.uk, capterra.com.au) are also detected.

**What does `verified: true` mean?**
The platform marked the reviewer as a verified business user (LinkedIn-verified on G2, employer-domain verified on Capterra). Not all reviews are verified.

**Can I get TrustRadius alternatives considered and ROI?**
Yes — TrustRadius reviews include `alternativesConsidered[]` and `switchedFrom`. These fields will be null/empty on other platforms that don't capture them.

**Why are some sub-rating fields missing?**
Each platform exposes a different set of sub-ratings. G2 has 6, Capterra has 4-5, TrustRadius reports a recommendation score, SoftwareAdvice has 4. Fields not provided by the platform are `null`.

**What happens if a platform blocks me mid-run?**
Per-product errors are isolated. The scraper continues with the next URL or platform. Already-extracted reviews are kept in the dataset.

***

### Legal & ethics

This actor scrapes **publicly available** software reviews — the same data any person browsing G2/Capterra/TrustRadius/SoftwareAdvice/GetApp can see. Use cases supported:

- Competitive research and market intelligence
- Sentiment analysis and trend detection
- Academic, journalistic, and industry research
- M\&A and investment due diligence

**You are responsible** for complying with each platform's Terms of Service and applicable law in your jurisdiction (including data-protection law like GDPR/CCPA when processing personal data). Do not use this actor to harass reviewers, impersonate them, manipulate ratings, or republish identifiable personal data without lawful basis. The author is not affiliated with G2, Capterra, TrustRadius, SoftwareAdvice, GetApp, or Gartner.

***

### Related actors

- [`amazon-reviews-scraper`](https://apify.com/khadinakbar/amazon-reviews-scraper) — consumer product reviews
- [`producthunt-scraper-pro`](https://apify.com/khadinakbar/producthunt-scraper-pro) — Product Hunt launches and reviews
- [`clutch-scraper`](https://apify.com/khadinakbar/clutch-scraper) — agency reviews
- [`brand-sentiment-analyzer`](https://apify.com/khadinakbar/brand-sentiment-analyzer) — sentiment over time
- [`b2b-lead-finder-enrichment`](https://apify.com/khadinakbar/b2b-lead-finder-enrichment) — enrich vendor info with B2B contact data

***

### Changelog

**v1.0 — 2026-05-29**

- Initial release
- 5 platforms supported (G2, Capterra, TrustRadius, SoftwareAdvice, GetApp)
- Unified review schema across all platforms
- Auto platform detection from URL
- Cross-platform search mode
- HTTP-first extraction with JSON-LD + `__NEXT_DATA__` parsing

# Actor input Schema

## `startUrls` (type: `array`):

List of product or reviews URLs from G2, Capterra, TrustRadius, SoftwareAdvice, or GetApp. Platform is auto-detected from the domain. Example: 'https://www.g2.com/products/salesforce-sales-cloud/reviews'. Use this when you already know the product page. NOT a search term — use 'searchQuery' for that.

## `searchQuery` (type: `string`):

Free-text software product name to find across platforms (e.g., 'Slack', 'HubSpot CRM', 'Notion'). Returns matching products from each enabled platform. Defaults to empty. NOT a URL — use 'startUrls' for direct product pages.

## `platforms` (type: `array`):

Platforms used in search mode (ignored for startUrls — URL auto-detects). Defaults to G2, Capterra, TrustRadius. Add 'softwareadvice' or 'getapp' for the Gartner-family discovery sites. NOT used when startUrls is provided.

## `maxReviewsPerProduct` (type: `integer`):

Hard cap on reviews scraped per product (across all pages). Lower this to control PPE spend. Default 100. Range 1-5000. NOT total reviews across products — set this per-product.

## `maxProductsPerSearch` (type: `integer`):

Hard cap on products returned by each search per platform. Defaults to 10. Range 1-100. Only used in search mode.

## `includeReviews` (type: `boolean`):

If true (default), scrapes individual reviews. If false, returns product summary cards only (name, rating, review count, URL) — cheaper for product discovery without review content. NOT a content filter — use 'maxReviewsPerProduct' to limit volume.

## `sortReviewsBy` (type: `string`):

Review sort order. 'newest' returns most recent first, 'helpful' returns highest-voted first. Default 'newest'. NOT a filter — all matching reviews returned regardless of sort.

## `proxyConfiguration` (type: `object`):

Apify Proxy. Residential is strongly recommended — G2 and Capterra use Cloudflare/Gartner anti-bot that blocks datacenter IPs. Default: residential US.

## `debug` (type: `boolean`):

When true, the first page of each product is dumped to the run's key-value store under 'DEBUG-<platform>-<slug>' for selector diagnostics. Leave OFF for production scrapes — it makes runs slower and clutters KV.

## Actor input object example

```json
{
  "startUrls": [
    {
      "url": "https://www.g2.com/products/salesforce-sales-cloud/reviews"
    }
  ],
  "searchQuery": "Slack",
  "platforms": [
    "g2",
    "capterra",
    "trustradius"
  ],
  "maxReviewsPerProduct": 100,
  "maxProductsPerSearch": 10,
  "includeReviews": true,
  "sortReviewsBy": "newest",
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ],
    "apifyProxyCountry": "US"
  },
  "debug": false
}
```

# Actor output Schema

## `datasetItemsJson` (type: `string`):

All scraped rows as JSON. Filter by recordType to separate reviews from product cards.

## `datasetItemsCsv` (type: `string`):

All scraped rows as CSV.

## `datasetUrl` (type: `string`):

Console dataset view

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "startUrls": [
        {
            "url": "https://www.g2.com/products/salesforce-sales-cloud/reviews"
        }
    ],
    "maxReviewsPerProduct": 100,
    "maxProductsPerSearch": 10,
    "proxyConfiguration": {
        "useApifyProxy": true,
        "apifyProxyGroups": [
            "RESIDENTIAL"
        ],
        "apifyProxyCountry": "US"
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("khadinakbar/software-reviews-all-in-one-scraper").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "startUrls": [{ "url": "https://www.g2.com/products/salesforce-sales-cloud/reviews" }],
    "maxReviewsPerProduct": 100,
    "maxProductsPerSearch": 10,
    "proxyConfiguration": {
        "useApifyProxy": True,
        "apifyProxyGroups": ["RESIDENTIAL"],
        "apifyProxyCountry": "US",
    },
}

# Run the Actor and wait for it to finish
run = client.actor("khadinakbar/software-reviews-all-in-one-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "startUrls": [
    {
      "url": "https://www.g2.com/products/salesforce-sales-cloud/reviews"
    }
  ],
  "maxReviewsPerProduct": 100,
  "maxProductsPerSearch": 10,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ],
    "apifyProxyCountry": "US"
  }
}' |
apify call khadinakbar/software-reviews-all-in-one-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=khadinakbar/software-reviews-all-in-one-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Software ReviewsScraper — (G2, Capterra, TrustRadius)",
        "description": "Multi-platform B2B software reviews scraper with unified output across G2, Capterra, TrustRadius, SoftwareAdvice, GetApp. Auto platform detection. MCP-ready.",
        "version": "1.0",
        "x-build-id": "7AWFfb5cnYiioTbAY"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/khadinakbar~software-reviews-all-in-one-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-khadinakbar-software-reviews-all-in-one-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/khadinakbar~software-reviews-all-in-one-scraper/runs": {
            "post": {
                "operationId": "runs-sync-khadinakbar-software-reviews-all-in-one-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/khadinakbar~software-reviews-all-in-one-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-khadinakbar-software-reviews-all-in-one-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "properties": {
                    "startUrls": {
                        "title": "Product/reviews URLs",
                        "type": "array",
                        "description": "List of product or reviews URLs from G2, Capterra, TrustRadius, SoftwareAdvice, or GetApp. Platform is auto-detected from the domain. Example: 'https://www.g2.com/products/salesforce-sales-cloud/reviews'. Use this when you already know the product page. NOT a search term — use 'searchQuery' for that.",
                        "items": {
                            "type": "object",
                            "required": [
                                "url"
                            ],
                            "properties": {
                                "url": {
                                    "type": "string",
                                    "title": "URL of a web page",
                                    "format": "uri"
                                }
                            }
                        }
                    },
                    "searchQuery": {
                        "title": "Product name to search",
                        "type": "string",
                        "description": "Free-text software product name to find across platforms (e.g., 'Slack', 'HubSpot CRM', 'Notion'). Returns matching products from each enabled platform. Defaults to empty. NOT a URL — use 'startUrls' for direct product pages."
                    },
                    "platforms": {
                        "title": "Platforms to search",
                        "uniqueItems": true,
                        "type": "array",
                        "description": "Platforms used in search mode (ignored for startUrls — URL auto-detects). Defaults to G2, Capterra, TrustRadius. Add 'softwareadvice' or 'getapp' for the Gartner-family discovery sites. NOT used when startUrls is provided.",
                        "items": {
                            "type": "string",
                            "enum": [
                                "g2",
                                "capterra",
                                "trustradius",
                                "softwareadvice",
                                "getapp"
                            ],
                            "enumTitles": [
                                "G2",
                                "Capterra",
                                "TrustRadius",
                                "SoftwareAdvice",
                                "GetApp"
                            ]
                        },
                        "default": [
                            "g2",
                            "capterra",
                            "trustradius"
                        ]
                    },
                    "maxReviewsPerProduct": {
                        "title": "Max reviews per product",
                        "minimum": 1,
                        "maximum": 5000,
                        "type": "integer",
                        "description": "Hard cap on reviews scraped per product (across all pages). Lower this to control PPE spend. Default 100. Range 1-5000. NOT total reviews across products — set this per-product.",
                        "default": 100
                    },
                    "maxProductsPerSearch": {
                        "title": "Max products per search query",
                        "minimum": 1,
                        "maximum": 100,
                        "type": "integer",
                        "description": "Hard cap on products returned by each search per platform. Defaults to 10. Range 1-100. Only used in search mode.",
                        "default": 10
                    },
                    "includeReviews": {
                        "title": "Scrape reviews",
                        "type": "boolean",
                        "description": "If true (default), scrapes individual reviews. If false, returns product summary cards only (name, rating, review count, URL) — cheaper for product discovery without review content. NOT a content filter — use 'maxReviewsPerProduct' to limit volume.",
                        "default": true
                    },
                    "sortReviewsBy": {
                        "title": "Sort reviews by",
                        "enum": [
                            "newest",
                            "helpful"
                        ],
                        "type": "string",
                        "description": "Review sort order. 'newest' returns most recent first, 'helpful' returns highest-voted first. Default 'newest'. NOT a filter — all matching reviews returned regardless of sort.",
                        "default": "newest"
                    },
                    "proxyConfiguration": {
                        "title": "Proxy configuration",
                        "type": "object",
                        "description": "Apify Proxy. Residential is strongly recommended — G2 and Capterra use Cloudflare/Gartner anti-bot that blocks datacenter IPs. Default: residential US.",
                        "default": {
                            "useApifyProxy": true,
                            "apifyProxyGroups": [
                                "RESIDENTIAL"
                            ],
                            "apifyProxyCountry": "US"
                        }
                    },
                    "debug": {
                        "title": "Debug dump (developer only)",
                        "type": "boolean",
                        "description": "When true, the first page of each product is dumped to the run's key-value store under 'DEBUG-<platform>-<slug>' for selector diagnostics. Leave OFF for production scrapes — it makes runs slower and clutters KV.",
                        "default": false
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
