Compare · Updated August 2026
Exa alternatives: 11 web data APIs compared for crawling and typed extraction
The short answer
Exa is a neural search API: you describe what you want in plain language and it returns relevant URLs, with page contents bundled in. Teams look for an Exa alternative when the job stops being discovery and becomes coverage, crawling every page of a known site rather than the most relevant ten. ClawEngine crawls from a seed URL, renders each page and fills a schema you declare, from $39 a month. Firecrawl is the closest match if markdown is the finished output. If you genuinely need semantic search over the open web, stay with Exa, because none of the crawling APIs do that.
Exa is not really a scraping API, and treating it as one is how teams end up disappointed with it. It is a neural search engine with an API in front: you describe the kind of page you want and embeddings do the matching, which is genuinely useful for the problem where you cannot write down the URLs in advance. Nothing in the crawl-and-extract category does that, ClawEngine included, and if discovery is your bottleneck then Exa is the right purchase and this page is not trying to change your mind.
The overlap starts at the Contents endpoint, which returns text, highlights and model-written summaries for URLs you hand it, follows up to 100 subpages, and can shape a summary against a JSON schema. That covers a surprising amount of ground cheaply. Where it runs out is coverage and contract: a scoped crawl across every page under a path prefix, with a page budget in the thousands, deduplication across the run and typed fields pulled from the rendered DOM rather than written by a summarizer. ClawEngine does that half in one call, on public and permitted pages only, respecting robots.txt and crawl-delay. The sane pattern for a lot of teams is both, Exa to find the sites and ClawEngine to read them exhaustively, which is a cheaper answer than forcing either tool to do the other's job.
Crawl · render JS · extract typed fields · robots.txt respected
Hit Extract to turn this page into clean, LLM-ready data.
robots.txt respected · public data only
Exa is the better choice when you need to discover pages semantically across the open web, while ClawEngine is the better fit when you already know the sites and need every page crawled and returned as typed, dependable fields.
All the options
11 Exa alternatives, compared
Published US list prices, checked in August 2026. We include ourselves, and we say where each tool beats us.
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| Alternative | Starts at | Free tier | Output | Best for |
|---|---|---|---|---|
| ClawEngine | $39/mo | No free plan | Clean markdown or typed JSON | Teams that want one compliance-first pipeline returning LLM-ready data for RAG and agents |
| Firecrawl | $16/mo | Yes, 1,000 credits | Clean markdown, plus structured extraction | Fast site-to-markdown for LLM workflows, and teams that want the option to self-host |
| Bright Data | Usage-based | Trial credits | JSON and datasets, not markdown-first | Enterprise-scale proxy networks and prebuilt datasets for hard, heavily defended targets |
| Apify | $29/mo | Yes, $5 credits | JSON, CSV and dataset exports | Teams that want a prebuilt scraper for a specific site rather than building one |
| ScrapingBee | $49/mo | 1,000 free API calls | Raw HTML, with some extraction rules | Simple proxy plus JavaScript rendering behind a clean REST API |
| ScraperAPI | $49/mo | Trial credits | Raw HTML, with structured endpoints for some sites | High-volume proxy rotation at a low cost per request |
| ZenRows | $16/mo | Yes, 5,000 credits | HTML, with markdown and parsing options | Sites behind aggressive anti-bot systems |
| Oxylabs | $49/mo | Trial, up to 2,000 results | HTML, JSON via parsers, and markdown | Enterprises pulling high volumes from hard, well-known targets like major marketplaces |
| Crawl4AI | Free, open source | Yes, fully open source | Markdown, Fit Markdown, or JSON for embedding | Engineering teams happy to run and maintain the infrastructure themselves |
| Diffbot | $299/mo | Yes, 10,000 credits a month | Structured JSON entities, plus a Knowledge Graph | Enterprises that need web-wide entity intelligence and rule-less extraction across many different site layouts |
| ScrapeGraphAI | $20/mo | Yes, 500 credits | Structured JSON from a natural-language prompt or schema, plus markdown | Teams that want LLM-driven extraction from a plain-English prompt, or an MIT-licensed Python library they can run themselves |
ClawEngine
Hobby $39, Startup $99, Scale $399, Enterprise customWhere it wins. Crawl, JavaScript rendering and typed schema extraction happen in a single API call, and robots.txt plus site Terms of Service are respected by default.
What to watch. There is no free plan, so it is priced for teams running real pipelines rather than one-off experiments.
Firecrawl
Free 1,000 credits, Hobby $16 (5k credits), Standard $83 (100k), Growth $333 (500k), Scale $599 (1M), Enterprise by quote. Prices shown are the annual-billing rateWhere it wins. Excellent developer experience, a well-loved open-source project, and markdown output tuned for token efficiency.
What to watch. The proxy mode decides the price: basic is 1 credit a page, enhanced is 5, and the default is auto, which retries a blocked page on enhanced and bills 5. Credits expire monthly on the self-serve plans and only roll over on Scale and Enterprise.
Bright Data
Web Scraper API billed per record: free tier 5,000 records a month, pay-as-you-go $1.50 per 1,000, Scale $499 a month for 384,000 records then $1.30 per 1,000, Enterprise by quote. You pay only for successful deliveriesWhere it wins. The largest proxy network in the category (150M+ residential IPs across 195 countries) and hundreds of prebuilt domain scrapers and ready-made datasets.
What to watch. It is a broad platform rather than a single LLM-ready endpoint, so output usually needs cleaning before you can embed it, and the pricing surface is complex.
Apify
Free ($5 usage), Starter $29, Scale $199, Business $999, each including that dollar value of usage. Actor compute is billed per compute unit at $0.20 (Free and Starter), $0.16 (Scale) or $0.13 (Business), with proxies charged on topWhere it wins. A marketplace of thousands of prebuilt Actors, so common targets are already solved, plus a full automation and scheduling platform.
What to watch. Costs stack in layers: the plan buys a dollar allowance, Actor compute burns it at $0.13 to $0.20 per compute unit, and residential proxies add $7 to $8 per GB on top. Unused allowance expires monthly, and output is generic JSON rather than LLM-ready markdown.
ScrapingBee
Freelance $49 (250k credits), Startup $99 (1M), Business $249 (3M), Business+ $599 (8M), Custom by quoteWhere it wins. Very easy to adopt, dependable rendering, and a Google Search API bundled into every tier.
What to watch. You mostly get HTML back, so the cleaning, chunking and structuring work for an LLM is still yours to do.
ScraperAPI
Free 1,000 credits a month, Hobby $49 (100k credits), Business $299 (3M credits), Scaling $475 (14M credits), plus Student, Startup, Professional, Advanced and Enterprise tiersWhere it wins. Strong price per request at volume and a very simple drop-in proxy API.
What to watch. It is proxy infrastructure first, so an LLM pipeline still needs its own parsing, boilerplate stripping and schema layer.
ZenRows
Free tier (5,000 credits), Build $16, Launch $57, Growth $165, Scale $456 (5M credits), Enterprise customWhere it wins. Focused on getting through Cloudflare, DataDome and PerimeterX where simpler fetchers fail.
What to watch. Protected requests consume far more credits than plain ones, so the effective price depends heavily on your targets.
Oxylabs
Web Scraper API: Micro $49, Starter $99, Business $999, Custom+ by quote. Proxies are priced separately, residential from $6/GBWhere it wins. Enterprise-grade unblocking, a large global proxy network, and dedicated parsers for major targets, plus a free Custom Parser for your own CSS or XPath rules.
What to watch. The headline result counts are best-case for a single cheap target: Oxylabs own FAQ notes the Micro plan's 98,000 results apply to Amazon, and spreading the same plan across mixed targets works out closer to 16,000 per target. Whole-site crawling means buying a second product.
Crawl4AI
Apache-2.0, no license cost. You pay for your own servers, proxies and engineering timeWhere it wins. No vendor bill at all, full control, deep crawling with BFS, DFS and best-first strategies, and output already shaped for RAG ingestion. It is the most popular open-source crawler in the category, with roughly 72,000 GitHub stars.
What to watch. You own the ops: proxy rotation, browser fleet, retries, blocks and upgrades. Free software is not free infrastructure.
Diffbot
Free 10,000 credits a month, Startup $299 (250k credits), Plus $899 (1M credits), Enterprise customWhere it wins. A pre-built Knowledge Graph of more than 10 billion entities you can query instead of crawling, and computer-vision extraction that classifies and structures pages with no per-site rules to write.
What to watch. The first paid tier is $299 a month and credits are consumed fast (a Knowledge Graph record costs 25 credits, a data-center proxy request doubles the cost), so for plain RAG ingestion it is expensive and heavier than you need.
ScrapeGraphAI
Free 500 credits one-time, Starter $20 (10k credits), Growth $100 (100k), Pro $500 (750k), Enterprise custom. The Python library is MIT licensed and free to self-host.Where it wins. The open-source library (MIT, 28.4k GitHub stars) is a genuine option rather than a demo, it plugs into OpenAI, Groq, Azure, Gemini or a local Ollama model, and the managed API starts at $20 a month, below our own floor.
What to watch. The managed API bills per credit and the rate depends on the endpoint (extract costs 5 credits, stealth adds 5, a crawl adds 2 on top of per-page scrape cost), so cost per page is harder to predict. Self-hosting means you supply the LLM key and pay model tokens on every page.
Want the full field, including Exa? Read the best web scraping API buyer's guide.
Side by side
Exa vs ClawEngine, honestly
A fair look at what each does well. Both are capable tools. Here is where they differ.
| What matters | ClawEngine | Exa |
|---|---|---|
| Semantic web search | None; you supply the URLs or a seed to crawl from | Core product, embeddings-based neural search |
| Whole-site crawling | Scoped crawl from a seed URL, path rules and page budget | Up to 100 subpages per call, steered by a target term |
| Structured extraction | Typed schema extracted from the rendered page | JSON schema applied to a model-written summary |
| JavaScript rendering | Rendered server side in the same call | Fresh fetches available; rendering behavior not documented |
| Free tier | None; plans start at $39 a month | $20 on signup plus $10 in credits every month |
| Cost model | Flat monthly plans sized by page volume | Pay-as-you-go: $7 per 1k searches, $1 per 1k pages per content type |
| Research and datasets | None; extraction only | Research agents and Websets for building datasets |
| Best suited for | Exhaustive coverage of sites you already know | Finding pages you could not have listed in advance |
Comparison reflects general, publicly understood positioning. Capabilities change, so check each product for the latest.
Why teams pick ClawEngine
One API that turns any website into clean, LLM-ready data
Discovery and coverage are different jobs
Search answers "which pages are relevant", crawling answers "give me all of them". A retrieval index built from the top ten semantic matches has holes you will not notice until a user asks about the page that did not make the cut. Pick by which failure you can live with.
A summarized schema is not an extracted one
Exa can shape output to a JSON schema, and that is real. The value is written by a model reading the page rather than pulled from the DOM, which is a different reliability profile. For prices, SKUs and dates, extract against the rendered markup and keep the summarizer for the soft fields.
Metered beats flat until it does not
Pay-as-you-go with free monthly credits is the better deal for irregular volume, and we will not pretend a $39 floor competes with that for a prototype. Flat plans win once usage is steady and per-content-type metering starts multiplying, since you are billed once per page rather than once per output format.
People also ask
Exa alternatives: the questions buyers ask
What is the best Exa alternative?
It depends which half of Exa you use. For the search half, finding pages you could not have listed in advance, there is no close substitute among scraping APIs. For the contents half, reading pages you already know about, ClawEngine and Firecrawl both crawl a whole site from one seed URL, and ClawEngine returns typed fields against a schema you define. Match the tool to the half you actually need.
What is Exa used for?
Exa is a web search API built on embeddings rather than keyword matching, so you can ask for something like "companies building developer tools for RAG" and get relevant pages back. It also has a Contents endpoint that returns page text, highlights and model-written summaries, plus research agents and Websets for building datasets. It is most often used as the retrieval layer in an AI app.
Is Exa free?
Exa gives new accounts $20 in credits and adds $10 in free credits every month, and it is pay-as-you-go with no subscription and no minimum spend. Search runs $7 per 1,000 requests with contents for the first ten results included, and the Contents endpoint is $1 per 1,000 pages per content type. That free-to-start posture is a real advantage over our $39 floor.
Does Exa crawl a whole website?
Partly. The Contents endpoint takes a subpages count of up to 100 and a subpageTarget term to steer which subpages it follows, which covers a docs section or a handful of related pages. It is not a scoped site crawl with a path prefix, a page budget in the thousands and deduplication across the run, so whole-site coverage is where teams tend to hit the wall.
Does Exa extract structured data?
Yes, through the summary parameter, which accepts a JSON schema and returns structured output. The distinction worth understanding is that the schema is filled by a model summarizing the page, not by extraction run against the rendered DOM. That is fine for soft fields and less predictable for values like price or SKU where you need the number that is literally on the page.
Good questions
Exa vs ClawEngine, answered
More comparisons
See how ClawEngine compares
Firecrawl alternative
Crawl, render JS and extract typed fields in one call, with compliance-first defaults.
vs ApifyApify alternative
Skip the actor marketplace: one API returns LLM-ready markdown and typed JSON.
vs Bright DataBright Data alternative
LLM-ready output and one simple API, instead of running your own proxy stack.
vs ScrapingBeeScrapingBee alternative
More than raw HTML: crawl plus typed extraction and LLM-ready markdown in one call.
vs ScraperAPIScraperAPI alternative
Past the proxy layer: crawl, render and typed extraction that returns LLM-ready data.
vs ZenRowsZenRows alternative
Beyond unblocking: crawl, render and typed extraction that returns LLM-ready data.
vs OxylabsOxylabs alternative
Enterprise unblocking is not the same as LLM-ready data. Crawl, render and extract in one call.
vs Crawl4AICrawl4AI alternative
Free to license, not free to run. The managed alternative when ops time costs more than the bill.
vs DiffbotDiffbot alternative
A lighter, lower-cost managed API when you need clean page data for RAG, not a 10-billion-entity Knowledge Graph.
vs ScrapeGraphAIScrapeGraphAI alternative
Predictable per-page cost and typed schema extraction, with no LLM key to supply and no token bill per page.
vs ScrapyScrapy alternative
Rendering, retries and typed extraction as a managed call, with no spiders or browser fleet to operate.
vs BrowserbaseBrowserbase alternative
When you need pages read at volume rather than a browser session driven step by step.
vs TavilyTavily alternative
For teams past the prototype: scoped crawls, page budgets and typed fields pulled from the rendered page.
vs Jina ReaderJina Reader alternative
Whole-site crawling and typed schema extraction, for teams who have outgrown reading one URL at a time.
vs ZyteZyte alternative
Flat monthly plans and typed schema extraction, without per-tier request pricing you cannot forecast.
Turn any website into clean, LLM-ready data
One API: a URL in, clean markdown or typed JSON out. ClawEngine crawls, renders JavaScript and extracts typed structured fields in a single call, ready to embed for your RAG pipelines and AI agents.
LLM-ready output · one API call · public, permitted data only · robots.txt respected