Comparisons, deep dives, and what we learn running production RAG ingestion for our customers.
Ten alternatives to Apify, ranked and reviewed. Managed APIs, open-source crawlers, and no-code tools compared on price, output, and operational fit. Pricing math at common workloads.
Apify's pricing decoded. What a Compute Unit actually costs, real workload math at 10K to 1M pages a month, and why the bill grows past the prepaid floor. Plus the per-page alternative.
An honest guide to Crawl4AI, including the five line items of self-hosting at scale (browsers, proxies, cache, monitoring, feature work) and when a managed API is the simpler economics.
Every Firecrawl API endpoint, how authentication works, the credit system, rate limits, and what real workloads cost. Plus a near-identical API at exactly half the price.
Honest, ranked comparison of the 10 crawlers RAG teams use most in 2026. What works at scale, what does not, and what to pick for your stack.
How to configure robots.txt for GPTBot, ClaudeBot, PerplexityBot, Google-Extended, and every other AI crawler worth knowing about. Copy-paste templates and the tradeoffs to weigh.
Answer engine optimization explained for 2026. How AEO differs from SEO, where the two overlap, and the practical moves to make your content discoverable on both surfaces this quarter.
Scrapy, Crawl4AI, Katana, Colly, Playwright, and the rest of the open-source crawler landscape in 2026. When to self-host, when to pick managed, and how to decide.
The ten Bright Data alternatives that come up most often in 2026, compared on price, features, and real-world workload fit. Includes when residential proxies are required and when they are not.
The ten ScrapingBee alternatives ranked by real-workload fit. When the single-page model works, when it does not, and which tool covers each shape of crawling workload.
An honest, complete breakdown of Firecrawl's 2026 pricing. Free, Hobby $16, Standard $83, Growth $333, Scale $599. What each credit really costs at real workloads, and how to decide which plan fits your team.
crawlcrawl Pro: 5,000 pages at $8. Firecrawl Hobby: 5,000 credits at $16. Same volume. Half the price. Every tier. Here is the engineering reason behind it.