Can you recommend an API service for scraping dynamic pages and handling retries?

Yes — a few good API services fit that use case well, depending on how much control you want and your budget.

Strong options

1. Bright Data Web Scraper / Browser API

• Good for: hard-to-scrape, highly dynamic sites
• Handles: JS rendering, proxies, retries, anti-bot measures
• Pros: very powerful, reliable at scale
• Cons: can be expensive and more complex

2. Zyte API

• Good for: scraping dynamic pages with minimal setup
• Handles: rendering, retries, blocking, proxy rotation
• Pros: simple API, built for scraping, solid reliability
• Cons: pricing can rise with volume

3. ScrapFly

• Good for: developers who want an easy API with browser automation
• Handles: JS rendering, retries, anti-bot evasion, proxy management
• Pros: developer-friendly, good docs, flexible
• Cons: smaller ecosystem than Bright Data/Zyte

4. Apify

• Good for: if you want managed scraping workflows or prebuilt actors
• Handles: dynamic pages, browser automation, retries
• Pros: lots of ready-made scrapers, easy scheduling
• Cons: less “raw API” feeling; can be more workflow-oriented

5. Browserless + your own retry logic

• Good for: if you want to control the scraping stack yourself
• Handles: headless browser execution, but retries are on you
• Pros: more control, often cheaper
• Cons: you must build retry/proxy/error handling

My recommendation

• If you want least engineering effort: Zyte API
• If you want maximum robustness for difficult sites: Bright Data
• If you want a developer-friendly balance: ScrapFly
• If you want prebuilt scraping jobs: Apify

What to look for

Make sure the service supports:

• JavaScript rendering / headless browser execution
• Automatic retries with backoff
• Proxy rotation
• CAPTCHA / anti-bot handling
• Request throttling and error reporting
• Screenshot/HTML capture for debugging

If you want, I can also give you:

1. a side-by-side comparison table, or
2. a recommendation based on your budget and target websites.