Market Research from Any Country — With Real Browsers

Price monitoring, SERP tracking, and competitor analysis require local perspective. Ceki gives your agent a real browser in the target geography — with genuine fingerprints that don't get blocked.

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The Problem

Geo-restrictions. Amazon.de shows different prices than Amazon.com. Google search results change by country. Hotel rates vary by the visitor's location. Datacenter proxies get detected — you see generic results or get blocked entirely.

Anti-bot detection. E-commerce sites, travel platforms, and search engines deploy sophisticated anti-bot systems. Headless browsers with datacenter IPs get flagged immediately. Your competitor monitoring breaks every time they update their detection.

CAPTCHAs. Even when you bypass IP detection, repeated automated access triggers CAPTCHAs. Your agent gets stuck. Data collection stops.

How Ceki Solves This

  • ✓
    Real geo, not simulated. Rent a browser in Germany to see German prices. In Japan for Japanese SERPs. The host is a real person in that country.
  • ✓
    Invisible to anti-bot. The browser isn't emulated. It's a real Chrome on a real machine, with genuine cookies and extensions.
  • ✓
    Human CAPTCHA solving. When your agent hits a CAPTCHA, request the host to solve it ($0.10). No third-party CAPTCHA farms.
  • ✓
    Worldwide coverage. Target any geography where hosts are available. Switch between countries per session.

Quick Example

import asyncio, os
from ceki_browser import connect

async def main():
    client = await connect(os.environ["CEKI_API_KEY"])
    options = await client.search({"geo": "US"})
    browser = await client.rent(options[0].schedule_id)

    for url in ["https://competitor1.com", "https://competitor2.com"]:
        await browser.navigate(url)
        snap = await browser.snapshot()
        print(url, snap.title)

    await browser.close()
    await client.close()

asyncio.run(main())

What You Can Do

  • 💰
    Price monitoring:Track competitor prices across worldwide markets daily
  • 🔍
    SERP tracking:See real Google/Bing results from any country
  • 📦
    Product availability:Check stock levels and delivery times by region
  • 📢
    Ad verification:See which ads competitors run in specific geos
  • ⭐
    Review monitoring:Scrape localized reviews and ratings

Frequently Asked Questions

Other Use Cases

🌐Web Scraping📝Form Filling🌍Testing📱Social Media

Start monitoring with real browsers

Read the Docs

Competitive Intelligence with Real Browsers: Price Monitoring, SERP Tracking, and Ad Verification

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Market research requires seeing the web as your target audience sees it. Price monitoring, SERP tracking, ad verification, and product availability checks all depend on location-accurate, bot-undetectable browsing. Datacenter proxies and headless browsers increasingly fail at both requirements.

Why market research needs real browsers

Price monitoring: Many e-commerce sites show different prices based on location, device, and browsing history. Some actively detect and block price monitoring bots, showing inflated or generic prices. Real browsers from local users see the actual prices that real customers see.

SERP tracking: Google personalizes search results based on location, language, device, and search history. Checking rankings from a datacenter proxy gives you datacenter SERP results — which may differ significantly from what users in your target market actually see. Real residential browsers return genuine local SERPs.

Ad verification: Which ads do your competitors run in specific markets? What do their landing pages look like? Ad platforms detect bot traffic and may not show ads to suspicious visitors. Real browsers see the actual ad experience.

Product availability: Stock levels, delivery options, and shipping times vary by location. Some sites block automated availability checks. Real browsers provide accurate, location-specific availability data.

Scaling market research across countries

With access to hosts in 50+ countries, you can monitor markets globally: run parallel sessions in each target market, navigate to competitor sites, marketplace listings, search results, capture prices, availability, ad creative, SERP positions, export data via screenshots, DOM extraction, or Ceki API, and close sessions — pay only for minutes used. This replaces manual research, VPN switching, and unreliable proxy-based monitoring with authentic, automated, scalable intelligence gathering.

SERP tracking best practices

For accurate SERP tracking with real browsers: use browsers in the specific city/region you're targeting, search in the local language, vary search times to avoid detection, capture the full SERP (organic, ads, featured snippets, People Also Ask), and monitor SERP features changes over time.

Integration with analytics pipelines

Real browser sessions produce standard outputs: screenshots (PNG), DOM content (HTML), and structured data (via Ceki API). These integrate directly into your analytics pipeline — feed screenshots to computer vision models, parse DOM for structured data, or use Ceki API to extract specific elements.