CAPTCHAs shouldn't be the reason your pipeline stops
reCAPTCHA, hCaptcha, image puzzles, custom challenges — our multi‑provider solving layer integrates directly into your scraping infrastructure. Machine learning handles the simple ones instantly; human solvers step in for the rest. Your pipelines stay unblocked, your data keeps flowing.
{
"captcha": {
"type": "recaptcha_v2",
"provider": "auto‑select",
"retry_on_fail": true
},
"pipeline": "product-scraper"
}
0.6s — auto ML
Success rate maintained
CAPTCHA solving powering pipelines for
CAPTCHAs are solvable — at scale, automatically
CAPTCHA Handling is an integrated solving layer that sits inside every ScraperScoop pipeline. When a target throws a reCAPTCHA, hCaptcha, or image puzzle, our infrastructure routes it to the fastest available solver — machine learning for standard challenges, human solvers for novel or hardened ones. The result: your scraper sees a normal page; the CAPTCHA is already gone.
It's available as a built‑in feature on all managed pipelines, and as a toggle on our self‑serve API and headless browser services. You never need to integrate a third‑party solving API, manage solver accounts, or worry about latency spikes — we handle routing, retries, and provider health automatically.
- Handles reCAPTCHA v2/v3, hCaptcha, image, text puzzles
- ML‑first solving with human fallback for complex cases
- Automatic provider rotation if one slows or fails
- Integrated transparently into your scraping pipeline
- No separate API key or integration work required
Why CAPTCHAs still kill home‑grown pipelines
Solving a single CAPTCHA is easy. Solving millions of them, reliably, across hundreds of sites — that's where the problems start.
Solving API fragmentation
Each CAPTCHA type often requires a different vendor — 2captcha for images, Anti‑Captcha for reCAPTCHA, custom scripts for others. Managing 4+ solver accounts drains time and consistency.
Latency kills throughput
Most external solving services take 5–30 seconds. When you're scraping 100,000 pages a day, those seconds multiply into hours of lost capacity. Our warm solver pool brings that down to under a second.
Solver downtime = data gaps
If your sole solving provider goes down, your pipeline stalls — and you might not notice until the next business day. Our multi‑provider routing with automatic failover ensures uninterrupted solving.
A solving layer you never have to think about
Everything below runs automatically inside every managed pipeline — and as a toggle on self‑serve products.
Multi‑provider routing
We connect to multiple solving backends — ML services, human‑in‑the‑loop pools, and specialised CAPTCHA‑type solvers — and route each challenge to the fastest, most appropriate one in real time.
Smart retry & fallback
If a solver fails, we immediately retry with a different provider, proxy, and browser fingerprint. Up to three attempts — all within the same request cycle, so your pipeline doesn't know the difference.
Sub‑second solve for standard CAPTCHAs
ML models pre‑warmed on our edge network solve image and text CAPTCHAs in under 800ms. reCAPTCHA token generation adds minimal overhead — median 1.2s end‑to‑end.
Transparent dashboard & reports
See solve rates, latency percentiles, and cost per challenge in your dashboard. Monthly reports show how many CAPTCHAs were solved, by which method, and any trends on target sites.
[12:00:01] CAPTCHA detected: reCAPTCHA v2
[12:00:01] Routing to ML solver #2
[12:00:02] Token obtained (0.8s)
[12:00:02] status: page rendered
How CAPTCHA solving flows through your pipeline
Detection
The headless browser or HTTP client identifies the CAPTCHA type before it ever blocks the page. Our engine hooks into page load and network events.
Solving
The challenge is sent to the fastest available solver — ML by default. If complexity exceeds the ML threshold, it's instantly escalated to a human pool.
Token injection
The solved token (e.g., g‑recaptcha‑response) is injected back into the page or HTTP headers, and the original request continues as if no CAPTCHA existed.
Logging & billing
The solve is logged with latency and provider. You're billed only for successful solves. Failed attempts are retried on us.
Deliverables for every CAPTCHA handling engagement
Solving configuration profile
A document specifying which CAPTCHA types are enabled, solver routing preferences (ML vs human), retry policy, and cost caps — tailored to your target.
Solving success report
A summary of CAPTCHA encounters, solve rates, latency distribution, and provider performance during the initial production period.
CAPTCHA health digest
Monthly email with solve volume, cost breakdown, new CAPTCHA types detected on target sites, and any adjustments made to routing or fallback logic.
Provider monitoring & auto‑optimisation
Our team continuously monitors solver performance, adds new providers as they become available, and retires underperforming ones — without you lifting a finger.
Pay only for solved CAPTCHAs, or reserve capacity
Pay‑per‑Solve
Best for variable CAPTCHA volumes — you're billed per successful solve with no monthly minimum.
- No fixed fees, no commitment
- ML & human solver access
- Full dashboard & reporting
Monthly Solve Pool
For predictable, high‑volume CAPTCHA needs — reserve a pool of solves at a discounted rate.
- Up to 35% cheaper than PAYG
- Guaranteed solver capacity
- Priority routing
Enterprise Solving
For teams that need custom SLAs, private solver pools, and dedicated support.
- Private solver infrastructure
- Custom latency SLAs
- SSO, audit logs, quarterly reviews
Every team that scrapes protected targets
E‑commerce & Retail
Product pages guarded by reCAPTCHA v2 that block price scraping — solved silently on every request.
Travel & Booking
Search results that present CAPTCHAs after a few queries — our solver keeps the session alive indefinitely.
Real Estate & Classifieds
Listing sites that challenge automated visitors — hCaptcha and image grids solved without slowing crawls.
Financial Data
Banking portals and research sites with custom challenge‑response forms — handled by our hybrid solver.
CAPTCHA handling vs. DIY approaches
| Capability | Managed CAPTCHA Handling | Single Solving API | Ignore / Manual Solve |
|---|---|---|---|
| Multi‑type support (reCAPTCHA, hCaptcha, etc.) | |||
| Automatic provider failover | |||
| Sub‑second solve times | |||
| Integrated into scraping pipeline | |||
| Human fallback for hard challenges | |||
| Cost per solve | From $0.002 | $0.003‑$0.01 | Lost data / labour |
“We haven't seen a CAPTCHA block our data in months”
"We used to spend $3,000/month on a separate solving API and still had downtime. With ScraperScoop's integrated solver, our CAPTCHA cost dropped 60% and we haven't had a pipeline stall since."
"The fact that human solvers kick in automatically for the really hard CAPTCHAs — without us ever noticing — is magic. Our solve rate went from 82% to 99.5% overnight."
"We didn't realise how much latency our old solver was adding until we switched. The sub‑second solves on image CAPTCHAs doubled our effective crawl throughput."
Solving works seamlessly across our entire platform
Enable it once — every pipeline, API call, or headless browser session automatically benefits.
First 1,000 CAPTCHA solves free — no credit card
Enable CAPTCHA handling on your next pipeline and see the solve rates for yourself. We'll even benchmark your target's CAPTCHA before you commit.
Everything you need to know about CAPTCHA handling
Let's measure the CAPTCHA hit rate on your target
Send us a URL that typically shows a CAPTCHA and we'll return a solve rate benchmark — plus a sample of the data that's waiting behind it. No commitment, no sales pitch.
First 1,000 solves free. Typical setup takes under 5 minutes.
