Observability platform for web scrapers

Stop guessing why your scrapers fail.

MindHog gives scraping teams a single command center to detect breakages, diagnose root causes, and ship validated fixes — in minutes, not hours.

Book Demo See How It Works

Built for: teams whose scrapers drive customer-facing products and downtime is expensive.

mindhog / reliability-command-center

Retail price crawler Investigation

Challenge rate spike after target login flow update. Fix set generated.

Travel listings pipeline Recovered

Session strategy adjusted and validated against canary jobs.

Marketplace inventory Healthy

Drift alert resolved. Extraction schema stable across monitored pages.

Signal latency: low Block classifier: active Team handoff: clear

The problem

Scraper debugging is still guesswork.

When a scraper breaks, your team wastes hours in ad-hoc Slack threads, screenshot debugging, and manual retries. The root cause stays hidden across network, identity, and extraction layers.

⚠

Slow incident response

Every outage becomes a thread of assumptions. Engineers spend more time isolating the cause than fixing it.

🔍

No unified diagnosis

Is it an IP ban? TLS mismatch? Cookie decay? WAF trigger? Selector drift? There's no single source of truth.

↻

Manual fix validation

Fixes are pushed to production blind. No controlled retry, no variant testing, no confidence before rollout.

Platform capabilities

Everything you need to diagnose, fix, and prevent scraper failures.

From first alert to stable recovery, MindHog covers the full failure lifecycle across network, identity, and extraction layers.

TGT-002

Comparative Reachability Testing

Compare response behavior through your proxy versus a clean control IP. Instantly see whether the issue is a proxy burn, an IP ban, or an actual site outage — no more guessing.

OBS-002

Block Reason Classifier

AI-powered classification of failure causes with confidence scores. Identifies IP reputation issues, TLS mismatches, cookie/session decay, CAPTCHA triggers, and WAF blocks automatically.

OBS-004

Quick Replay & Variant Retry

Retry failed requests with controlled changes — swap the proxy, adjust headers, rotate sessions — and record outcome deltas to find the working combination.

ID-001 · ID-004

Identity & Fingerprint Analysis

Generate coherent, browser-version-specific headers for realistic request profiles. Get warnings when your claimed browser profile conflicts with your transport fingerprint.

NET-001 · NET-002

Proxy Management & Smart Rotation

Ingest proxy lists, validate alive status, score latency and reliability. Optional zero-config rotator API that routes traffic through the best live proxy automatically.

INT-002

Code Export

Export any known-good request path from diagnostics directly into runnable cURL, Playwright, or Python code. Move from root-cause to working fix without rebuilding config manually.

Workflow

Built for the way incident response actually happens.

From first alert to stable recovery — designed for high-pressure environments and fast team handoffs.

Detect

Catch breakages and behavioral drift early with reliability signals tuned specifically for scraping workloads. Know what changed before your customers do.

Alerts & Monitoring

Diagnose

Understand the probable root cause across transport, identity, and extraction layers. Block reason classification + comparative testing in one view.

Root Cause Analysis

Recover

Test and deploy the safest fix path with controlled replays and variant retries. Export working configs directly to code and keep an audit trail.

Fix & Validate

Outcomes

Measurable impact, not another dashboard.

Teams adopt MindHog to protect revenue, cut firefighting hours, and give every engineer a repeatable path from incident to fix.

⚡

Minutes to first diagnosis

Root-cause classification with evidence and confidence — not hours of manual debugging and Slack threads.

✓

Validated before rollout

Compare fix variants against controlled checks before production traffic is impacted. Ship with data, not hope.

📋

Shared operational clarity

Turn incidents into structured run history so engineering, product, and operations align on what happened and what changed.

What teams say

Built with real operator feedback.

“Before this, every outage became a thread of screenshots and assumptions. Now our team resolves incidents with one shared source of truth.”

Head of Data Platform, Growth Marketplace

“The biggest win is predictability. New engineers can follow the same path as senior responders and ship safe fixes faster.”

Engineering Manager, Travel Intelligence Team

Trust & Governance

Operationally strong. Compliance aware.

Built for responsible, authorized web data operations with controls that support governance from day one.

Policy-conscious workflows

Encourage explicit authorization, clear usage boundaries, and internal review readiness across every scraping operation.

Guardrails by default

Reduce risky behavior through safer operating patterns, quality checks, and controlled recovery flows built into the platform.

Audit-ready history

Capture decision context and incident evidence so compliance and engineering can stay aligned on every change.

See MindHog on your real failure cases.

Share your current scraping reliability challenges. We'll follow up with a tailored walkthrough and early access details.