G2 AI Agents Scraper | Extract AI Agent Market Data

Extract AI agent products from G2.com's AI Agents category. Get product names, ratings, review counts, descriptions, key features, and vendor information - all in structured JSON ready for analysis.

Real-time data - Fresh data scraped directly from G2.com, not cached or stale. Every run fetches the latest listings, ratings, and reviews.

What Data You Get

For each AI agent product:

• Product identifiers - Name, slug, product ID, UUID, vendor ID
• Ratings and reviews - Star rating (0-5) and total review count
• Full description - Complete product description text
• Key features - Feature names and descriptions (when available)
• URLs - Product page URL and product image URL
• Metadata - Product type, source page, scrape timestamp

Use Cases

Market Research

• Track AI agent landscape - Monitor new entrants and market trends
• Competitive analysis - Compare ratings and review counts across vendors
• Investment research - Identify top-rated AI agents for due diligence

Data Analysis

• Build datasets - Create structured datasets for AI/ML research
• Sentiment tracking - Feed into review analysis pipelines
• Market sizing - Count and categorize AI agent offerings

Sales and Marketing

• Lead generation - Identify AI agent vendors and decision makers
• Partnership opportunities - Find complementary products
• Content creation - Source data for market reports and articles

Pricing

Pay per agent extracted: $0.01 per agent

Agents	Cost
15	$0.15
100	$1.00
500	$5.00
1,000	$10.00
10,000	$100.00

Free tier: 15 agents for non-paying users (one-time).

Input Parameters

Parameter	Type	Description	Default
limit	integer	Maximum agents to scrape (15-10,000)	15

Example Input

{
  "limit": 100
}

Output Example

{
  "productId": 40926,
  "productUuid": "feb685c5-a72d-474b-a5cb-d2f765bd44e0",
  "name": "FreshChat",
  "vendorId": 563,
  "productType": "Software",
  "url": "https://www.g2.com/products/freshworks-freshchat/reviews",
  "slug": "freshworks-freshchat",
  "imageUrl": "https://images.g2crowd.com/uploads/product/image/81ca860a11427c432048fbbf91598745/freshworks-freshchat.png",
  "rating": 4.4,
  "reviewCount": 489,
  "description": "Freshchat (a product of Freshworks Inc.) is a conversational engagement solution that helps businesses engage with customers across multiple channels such as web chat, email, phone, and social channels like WhatsApp, Instagram, and iMessage. Freshchat also offers native AI-powered chatbots that canbe easily built with a no-code builder, which helps businesses provide personalized self-service at scale. \n\nWith Freshchat's journey builder and ready-made playbooks, businesses can stay ahead of their customer's needs and support them proactively whenever necessary. Freshchat also provides a comprehensive view of the customer's conversation history and other relevant information, making agents more productive and enabling them to provide personalized experiences.",
  "sourcePage": 1,
  "scrapedAt": "2026-01-13T08:15:55.651100"
}

Output Fields

Field	Type	Description
productId	integer	G2 internal product ID
productUuid	string	G2 product UUID
name	string	Product display name
slug	string	URL-friendly product identifier
vendorId	integer	G2 vendor/company ID
productType	string	Product category (e.g., "Software")
url	string	Full URL to product reviews page
imageUrl	string	Product logo/image URL
rating	number	Average star rating (0.0-5.0)
reviewCount	integer	Total number of reviews
description	string	Full product description
keyFeatures	array	List of key features with name and description
sourcePage	integer	Category page number where product was found
scrapedAt	string	ISO 8601 timestamp of extraction

API Integration

Python

from apify_client import ApifyClient

client = ApifyClient("your_api_token")

run = client.actor("zen-studio/g2-agents-scraper").call(
    run_input={"limit": 100}
)

for agent in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(f"{agent['name']} - {agent['rating']}/5 ({agent['reviewCount']} reviews)")

JavaScript

import { ApifyClient } from 'apify-client';

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

const run = await client.actor('zen-studio/g2-agents-scraper').call({
    limit: 100
});

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

items.forEach(agent => {
    console.log(`${agent.name} - ${agent.rating}/5 (${agent.reviewCount} reviews)`);
});

cURL

curl "https://api.apify.com/v2/acts/zen-studio~g2-agents-scraper/runs" \
  -X POST \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer your_api_token" \
  -d '{"limit": 100}'

Data Export

Export results directly from the Apify console:

• JSON - Structured data for programmatic use
• CSV - Spreadsheet-compatible format
• Excel - Ready for analysis in Excel or Google Sheets

FAQ

How many AI agents are available on G2? The AI Agents category currently contains 1200+ products as of January 2026. Set limit to 10000 to get all available listings.

How fresh is the data? Data is scraped in real-time on each run. Every execution fetches the latest information directly from G2.com.

Do I need a G2 account? No. The scraper extracts publicly available data without requiring login credentials.

What if a product has no key features? The keyFeatures field is omitted for products where G2 doesn't list specific features.

How is pricing calculated? You're charged $0.01 for each agent successfully extracted. A run with limit: 100 that extracts 100 agents costs $1.00.

Related Actors

Actor	Description	Use Case
G2 Reviews Scraper	Extract reviews for any G2 product	Get detailed review text, ratings, pros/cons

Workflow tip: Use this Actor to discover AI agents, then use G2 Reviews Scraper to extract detailed reviews for specific products.

Disclaimer

Data is collected from publicly available sources and provided "as is" for informational purposes. Users are responsible for compliance with G2's terms and applicable regulations (GDPR, CCPA).

Start Scraping AI Agents