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Runo - Web Scraping API | Any URL to Typed JSON
barebearcoun · 2026-05-21 · via Hacker News: Show HN

Any page. Any data. Clean JSON.

Web scraping that returns what you actually want.

REQUEST

curl -X POST https://api.scrapewithruno.com/v1/extract \
-H "X-API-Key: sk_live_Kx9mT3vQ2wRs" \
-d '{
"url": "https://en.wikipedia.org/wiki/Rachel_McAdams",
"schema": [
{ "field": "name", "type": "string", "example": "John Doe" },
{ "field": "knownFor", "type": "array<string>", "example": ["Oppenheimer"] },
{ "field": "netWorth", "type": "float" },
{ "field": "birthDate", "type": "date" },
{ "field": "birthPlace", "type": "string", "example": "London, UK" }
]
}'

RESPONSE

{
"url": "https://en.wikipedia.org/wiki/Rachel_McAdams",
"status": "success",
"render_mode": "headless",
"data": {
"name": "Rachel McAdams",
"knownFor": ["Mean Girls", "The Notebook", "Spotlight"],
"netWorth": 8000000.0,
"birthDate": "1978-11-23",
"birthPlace": "London, Ontario, Canada"
}
}

WHAT IS RUNO?

Runo is a web scraping API. Send a URL and a list of fields you want, and Runo returns them as validated, typed JSON (strings, numbers, dates, arrays, etc.) No parsing on your end, no selectors to write, no scrapers to maintain.


FEATURES

Scraping made easy.

Built for developers tired of babysitting broken scrapers and parsing raw HTML.

Typed JSON, Always

Strict coercion on every field: strings, integers, floats, booleans, dates, and arrays. Control each field to ensure no more ambiguous values slip through.

Plain JSON Schema

No CSS selectors, XPath, or complex DSLs. Simply define your field names, types, and examples to create a schema any developer can write in 30 seconds.

Static & Dynamic Keys

Bind a schema to a static key once and future requests require only a URL. Alternatively, attach a custom schema to every request using your dynamic API key, enabling higher flexibility.

Three Methods of Scraping

Scrape a single URL with /extract, fan-out to multiple URLs with /batch, or crawl recursively with /crawl using the same schema on the same API key.

Semantic Extraction

Runo extracts by meaning, not DOM position. Site redesigns and HTML changes won't ever break your pipeline.

Explicit Nulls

Unresolvable fields return null. Runo never quietly drops, never omits and never foolheartedly guesses a wrong response. You always know exactly what was and was not found.

Field Hints

In the case of a specific request, add a hint string to any field to have it injected directly into Runo's extraction instructions, ensuring you get exactly what you need.

Auto JS Rendering

Transparent fetch-first strategy. Auto-escalates to Playwright headless when JS detection or 403 triggers. "render_mode" in the response tells you exactly which path ran.

Bot Bypass

CAPTCHA solving and residential proxy access included with Pro & Scale plan. Runo automatically detects and escalates the right bot detection and bypassing systems to ensure you get the data you called for, no matter the website or their defense.

HOW DOES COST COUNTING WORK?

Request Counting

One /extract call = 1 request. One /batch call = 1 request per URL in the batch. One /crawl call reserves max_pages requests upfront and refunds the unused portion when done. So a crawl that visits 40 of a reserved 100 pages refunds 60.

Overage Policy

Only available on Pro and Scale plans, overage is a prepaid deposit with a minimum $5. The requests per dollar improves with deposit size and interpolates linearly between them.

HOW IT WORKS

Define your schema

List the fields you want. Name, type, example and add a hint if necessary.

Call the API

POST to /extract, /batch, or /crawl with your key and schema and Runo handles the rest.

Runo fetches and renders

Plain HTTP first. Auto-escalates to headless if JS-gating or empty response detected.

Get typed JSON back

Runo extracts and coerces every field. Clean validated JSON. Unresolvable fields return null.

VS. COMPETITORS

Why choose Runo?

With Runo, we attempted to find every API scraper pain-point and turn them around into an advantage. Here's how we compare to our competitors.

Runo vs. other web scraping APIs - feature comparison
Other APIs Runo
Requests return raw HTML or Markdown, meaning you still have to parse it. Returns ready-to-use typed JSON. Zero post-processing needed on your end.
Schema requires CSS selectors, XPath, or proprietary DSL. Runo schemas are plain JSON: field name, type, and example.
Our competitors are brittle. Applications break when site HTML structure changes. Runo extracts by meaning. Site redesigns and HTML changes won't ever break your pipeline.
Silent failures occur relentlessly. Empty or wrong data returned with 200 OK. Unresolvable fields return null explicitly.
JS-heavy sites silently return empty content. Runo solves that through auto-escalation to headless rendering, transparent to you, the caller.
Crawling requires a separate product or extra setup. Runo is one API, three modes: /extract, /batch, /crawl.
Inconsistent returns per call. E.g. price comes back as a string, number, or null Runo has enforced type coercion: float, integer, string, boolean, date, array.

PRICING

Choose what works for you.

Our free tier is available to everyone with absolutely no charges. However, if the free tier doesn't fit your needs, you can choose to upgrade through one of our paid plans below.

Runo Free

$0

/month


  • 500 requests/month.
  • 1 request/min rate limit.
  • Enhanced bot detection + bypassing.
  • Overage opt-in.

Runo Starter

$17

/month


  • 15,000 requests/month.
  • 30 requests/min rate limit.
  • Enhanced bot detection + bypassing.
  • Overage opt-in.

Runo Pro

$59

/month


  • 50,000 requests/month.
  • 120 requests/min rate limit.
  • Enhanced bot detection + bypassing.
  • Overage opt-in.

Runo Scale

$449

/month


  • 500,000 requests/month.
  • 500 requests/min rate limit.
  • Enhanced bot detection + bypassing.
  • Overage opt-in.

OVERAGE PRICING

Overage pricing by tier and deposit size
Tier Deposit Total Requests Cost Per 1k/req

Pro

$5 3,300 $1.515

Pro

$500 440,000 $1.136

Scale

$5 4,500 $1.11

Scale

$500 525,000 $0.952

Cost per 1K/requests decreases linearly between $5 and $500.

FAQs

If you can't find the answer to your question below, email us at [email protected]

Yes. Model selection is automatic and included in the request cost.


For most Cloudflare protections, yes. Runo runs a multi-tier bypass process: TLS impersonation, fingerprint spoofing, and session cookie persistence. It identifies Cloudflare, Datadome, PerimeterX, Akamai, and Incapsula on the first fetch and jumps straight to the appropriate countermeasure instead of wasting a failed request.

Sites using Cloudflare's CAPTCHA challenges, or bot score thresholds that require a residential IP, are handled via CAPTCHA solving and residential proxies. Both are included on Pro and Scale plans.


Runo caps crawl jobs at 25% of your remaining monthly quota per job, so a single runaway crawl can't exhaust your account. Unused reserved pages are refunded immediately when the crawl finishes or is cancelled. If you need to go beyond the cap, pass "allow_large_crawl": true at your own discretion.


Yes. Every response includes an X-Job-ID header. Send DELETE /v1/jobs/{job_id} with the same API key to cancel. The job stops at the next safe checkpoint, returns whatever it completed, and refunds unused quota including overage credits.


Runo's free tier gives you access to 500 requests per month at a 1 request/min rate, along with the same extraction quality as paid tiers. E.g. JS rendering, stealth mode, and all extraction features are included. The only thing not included in the free plan are the automatic enhanced bot bypassing features and image parsing.


You get a 429 QUOTA_EXCEEDED error. On Pro and Scale, you can purchase prepaid overage credits in advance and the API draws from that balance automatically. There's no surprise bill after the fact, if you have no credits, requests stop. Credits don't expire and are restored if you cancel and re-subscribe.


Competitors price by credits, where a single large or JS rendered request can cost 5-75 credits. Runo charges flat per request. At the Scale tier, Runo works out to $0.90 per 1,000 effective requests vs. around $6 for the nearest Firecrawl equivalent.


P50 latency is around 10-14s for the happy path. Pages requiring headless rendering add a few seconds. The worst case, a full headless render on a blocked site, can reach around 45s at P50.


You can try add a "hint" to the field to direct the extraction. Check that your "type" matches what's on the page (e.g. a price shown as "$29" needs float, not string); try render_js: "always" if the page is JS-heavy. If nulls persist across retries, the data may be in an image. The process_images: true option (Scale only) runs a vision pass over scored image candidates to fill remaining nulls.


None. One 'POST' request with a JSON body, one JSON response.


Yes, we consider refund requests on a case-by-case basis. If you think you're owed a refund, email [email protected] with your request and reason, your payment receipt or order confirmation, and a description of the situation. We'll review it promptly and let you know whether a refund is possible.


GET STARTED

Stop parsing HTML. Start shipping.

No credit card required. Set up in under 5 minutes.

✓ 500 free requests/mo.

✓ Ready in minutes.

✓ Scales with your usage.

✓ Cancel anytime.