G2 AI Agents Scraper | Extract AI Agent Market Data

From Zen Studio, creators of G2 Reviews, with 35,000+ runs, and G2 Product Profiles for deeper product research.

Why choose this G2 AI Agents scraper?

• Compare capabilities alongside buyer ratings. Collect named features and their descriptions, star ratings and review counts for products in G2’s AI Agents category. Build a shortlist based on both what a product offers and how much buyer feedback it has.
• Get the description beyond the preview. The scraper includes the expanded product description exposed on each category card, alongside product links, logos and vendor IDs. Keep the context needed to distinguish similar tools and join repeat exports by product ID.
• Refresh your research from G2. Each run fetches the category pages again. Export the product records to JSON, CSV or Excel, then use the included product links with G2 Reviews to investigate what buyers like and dislike.

Start with 15 products

{
  "limit": 15
}

Open actor input and choose how many products to collect. This example requests 15 products, with $0.15 in product extraction charges if all 15 are returned. Use JSON to retain the nested feature names and descriptions.

The image shows saved product examples. Ratings, review counts and available features change; some products may have no published features or ratings. This actor exports product listings and review counts. For individual review text, use the linked G2 Reviews actor.

Zen Studio · Software Research
AI Agents You are here	G2 Profiles Pricing & integrations	G2 Reviews Pros & cons	Software Reviews Across review sites	Reddit Reviews Opinions & alternatives

Copy to your AI assistant

Copy this block into ChatGPT, Claude, Cursor, or any LLM to start using this actor.

zen-studio/g2-ai-agents-scraper on Apify. Call: ApifyClient("TOKEN").actor("zen-studio/g2-ai-agents-scraper").call(run_input={...}), then client.dataset(run["defaultDatasetId"]).list_items().items for results. Key inputs: limit (integer, required). Full actor spec (input schema with all params/enums/defaults, output dataset fields, README): GET https://api.apify.com/v2/acts/zen-studio~g2-ai-agents-scraper/builds/default (Bearer TOKEN) → inputSchema, actorDefinition.storages.dataset, readme. Pricing: $0.01 per agent extracted. Get token: https://console.apify.com/account/integrations To reach the maintainers, add feedback="<what you needed and did not get>" to any run, including one that worked: a missing field or option, a wrong or empty result, or which actor you are switching to or from and why. The run returns its data exactly as it would without the note, and a human reads every note.

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

A 15-product sample costs $0.15 in product extraction charges when all 15 products are returned.

Input Parameters

Parameter	Type	Description	Default
limit	integer	Maximum agents to scrape (15-10,000)	10000

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-ai-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-ai-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 category size changes over time. Set limit between 15 and 10,000 to choose the maximum number of products requested; the available category listings may be fewer.

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