Crawlzo  /  Use Cases

Trusted by AI labs,
intelligence platforms, and the products of tomorrow.

Crawlzo is the partner teams turn to when web data being right is not optional. AI training corpora, market intelligence platforms, lead enrichment products, SERP signals, compliance evidence: different shapes, same engineering bar underneath. Here are the patterns we see most often.

Built for AI labs · intelligence platforms · enterprise data teams99% success rateGDPR · No retention · Custom residency100M+ proxies
▮ Filter by use case
[ 01 ]
AI & LLM TRAINING

Web-scale corpora for the next generation of models.

built for AI
Engineered for the labs training tomorrow's foundation models. Web-scale, schema-validated, deduplicated corpora built to the exact shape your training run needs. Built-in language detection, licensable-content filtering, and provenance metadata so your compliance team sleeps at night.

Built for the teams whose training runs cost more than most companies ever raise. The data has to be right.
Corpus shapeSchema-engineered
DedupBuilt-in
ProvenancePer-row metadata
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[ 02 ]
MARKET & PRICING INTELLIGENCE

Real-time market signals, at the cadence decisions are made.

behind market intelligence
The engine behind serious market intelligence platforms. Track competitor pricing, inventory, assortment, and promotional signals across marketplaces, DTC sites, and classifieds. Geo-aware variants, currency normalization, stock and promo detection, with the engineering already done by the time the data reaches your team.

Plugs in behind repricing engines, market-share dashboards, and category-management platforms.
CadenceReal-time → daily
CoverageMarketplaces · DTC
CurrenciesAuto-normalized
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[ 03 ]
LEAD & FIRMOGRAPHIC ENRICHMENT

Company intelligence, refreshed at your motion's cadence.

behind go-to-market
Turn a domain into a multi-field company profile: headcount, funding, tech stack, hiring signals, news mentions, social activity. CDC-style feeds so your stack only pays for what changed.

Plugs in behind sales-intelligence products, RevOps platforms, and bespoke account-scoring engines.
Profile depth40+ fields
DeliveryCDC deltas
CadenceYour call
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[ 04 ]
SEARCH & SERP INTELLIGENCE

Search signals, structured and current.

behind search intelligence
Hourly SERP snapshots across 200 locales. Organic, ads, AI overviews, knowledge graph, local pack, all extracted as structured data your platform can compute on directly. Webhooks fire the moment a target keyword moves.

Quietly powering SEO platforms, brand-monitoring tools, and ad-intelligence vendors.
Locales200
Snapshot cadenceDown to 1h
Result typesAll major surfaces
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[ 05 ]
COMPLIANCE & BRAND

MAP enforcement, evidence archived.

behind brand integrity
Detect MAP violations, brand impersonation, and counterfeit listings the day they appear. Every fetch ships with a screenshot, HAR, and HTML archive, evidence-grade material for takedown teams and legal ops.

Used by brand-protection vendors, legal-ops platforms, and trust & safety functions inside marketplaces themselves.
EvidenceHAR + PNG + HTML
RetentionConfigurable
AuditPer-fetch trail
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[ 06 ]
INTERNAL & AUTHENTICATED PORTALS

Authenticated data flows behind SSO.

behind enterprise sync
Sync data from SaaS tools that don't expose an API: internal admin panels, partner portals, vendor dashboards. Cookie injection, SSO replay, 2FA via shared TOTP secret. Audit log on every fetch.

Quietly the most popular use case in regulated industries: banks, insurers, healthcare networks pulling their own data out of legacy vendor systems.
Auth modesSSO · SAML · TOTP
Session reuseConfigurable
Audit logPer-request
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[ 07 ]
TRAVEL & HOSPITALITY

Flights, hotels, rates that change.

behind travel signals
Volatile pricing, complex availability, AJAX-heavy UIs. Travel is the hardest vertical on the open web; we treat it as a first-class workload with dedicated extractors for the top OTAs and aggregators.

Powers rate-shopping engines, fare-comparison sites, and corporate-travel platforms.
OTA coverageTop tier
Rate freshnessDown to minutes
Search paramsFully replicable
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[ 08 ]
REAL ESTATE

Listings, comps, fast movers.

behind property signals
Listings appear, get edited, get pulled, sometimes within hours. Crawlzo runs the long tail of MLS, Zillow, Realtor, Redfin, and regional portals with full change-history per field.

Used by iBuyers, prop-tech analytics, valuation models, and rental-arbitrage operators.
Portal coverageMLS + national + regional
Change historyPer-field
CadenceDown to 6h
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[ 09 ]
FINANCIAL DATA

Alternative datasets, at institutional scale.

behind institutional alt-data
Card-spend proxies, foot-traffic, app rankings, job postings: anything quants call "alt-data." Engineered with the residency, retention, and provenance the institutions consuming it require.

Compliance-first: PII redaction at extraction, sub-processor disclosure on request, EU residency available.
Signal typesEngineered to spec
CadenceDaily / hourly
Data residencyEU / US
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Web data is too important to be everyone's side project.

Category winners don't want crawler maintenance as a core competency.

We own the infrastructure, you own the product. Data shows up where your stack lives, in the shape you consume, SLA-backed.

The companies winning their categories don't build crawlers. They depend on a partner who does, and reinvest that focus into the thing only they can build.
The Crawlzo thesis
Why we built it · why teams move to it
0h/wk
Maintenance owned by you
24h
Quote turnaround
99%
Success rate
100M+
Reqs/day at peak

The verticals we know especially well.

The platform ships with dedicated extractors, parsers, and on-call playbooks for the industries below. If your sector isn't listed, talk to us. There's a strong chance we have a template ready to adapt.

01

AI & Foundation Models

Web-scaleTraining corpora
02

Retail & E-commerce

Real-timePricing & inventory
03

Real Estate / PropTech

Per-fieldChange history
04

Travel & Hospitality

Sub-15mRate freshness
05

Financial Services

EU / USResidency available
06

Healthcare & Pharma

HIPAABAA available
07

Influencer Analytics & Social Intelligence

Real-timeEngagement signals
08

Government & Public

CustomResidency on request
09

Education & Research

AcademicDiscounts available
10

Recruitment / HR Tech

FullJobs index coverage
11

Marketing & SEO

HourlySERP cadence
12

Logistics & Supply

Real-timeInventory signals
▸ Built for teams who can't afford to be wrong

Reliability you can put in a contract.

Teams whose products depend on web data don't pick a partner for the logo wall, they pick one they can hold to an SLA. So that's what we put in writing: schema-passing rows or it's not billed, retries and blocks on us, and delivery backed by a 99.99% uptime SLA. If your product can't afford to be wrong, start the conversation.

Request POC
● PICK A PATTERN · 99% SUCCESS RATE

Your use case is probably already here.
If not, we'll build it with you.

Tell us about the data your product runs on. We'll come back in 24 hours with a sampled output, a scoped plan, and a price.

No data retention99.99% uptime SLA99% success rate100M+ proxies