Cloro review

Cloro is the second of our two general-purpose scraping APIs (the first being ScrapingDog). Both sit in the same band on robustness and pricing; both are reliable enough for production use. Cloro has earned a specific slot in our workflow as our Google Ads transparency scraping tool because it has handled that target site consistently — beyond that, we use it as a co-default with ScrapingDog for general scraping needs, picking per use case.

Why we use both Cloro and ScrapingDog

These tools are substitutable for most general scraping needs. Why use both instead of consolidating? Three reasons. First, target-site optimization: some defended sites are handled more reliably by one tool than the other, and that varies by site, so having both lets us pick whichever has the track record on the specific target. Second, fault tolerance: scraping is brittle, and having a second tool ready to swap in when one starts failing on a specific target is operational hygiene. Third, pricing optimization per workflow: per-credit costs can vary by endpoint type, so we sometimes save money by routing specific use cases through whichever tool prices that endpoint better.

How Cloro fits our specific workflows

Google Ads transparency scraping is Cloro's specific assigned slot in our stack. The Google Ads transparency center is publicly accessible, but scraping it at scale benefits from a tool that handles JS rendering and proxy rotation properly — which Cloro does. ScrapingDog could probably do this too; we've assigned the slot to Cloro because that's where it's earned the production track record in our specific workflow. Beyond Google Ads transparency, Cloro is one of two interchangeable general scrapers we reach for whenever a non-Google scraping need comes up.

Where Cloro isn't the right tool

Two clear places. Google Search and Maps — Serper is meaningfully better for those specific use cases (faster, cheaper, more focused). Managed actor marketplace experiences — Apify's actor model is a different value proposition. Cloro is the right answer when you want a robust scraping API to wire into your own orchestration layer (Clay, n8n, custom scripts), not a managed scraping platform.

Standard scraping caveat applies

No bot-protection bypassing is bulletproof. Target sites change anti-scraping defenses regularly, and any specific scraping use case needs validation in production before you bet a campaign on it. Cloro's track record on Google Ads transparency is good in our usage; we wouldn't run an unmonitored scraping pipeline on any tool in this category. The right approach is to test the specific target, monitor for changes, and have fallback logic — exactly the kind of operational hygiene that having both Cloro and ScrapingDog in rotation supports.

Where Cloro fits in the broader stack

Upstream of enrichment, alongside ScrapingDog. Cloro provides scraped data (Google Ads transparency or general scraping) that feeds into Clay for cleaning and enrichment, then routes through the standard outbound pipeline. Sibling tools: Serper for Google Search and Maps specifically, ScrapingDog for the same general scraping needs Cloro covers (we use both, picking per use case), Apify and RapidAPI for marketplace-curated scraping where actors or specific APIs match the use case better.