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102M+ domains classified · 99.9% uptime SLA

The classification engine that powers enterprise intelligence

Alpha Quantum builds the data infrastructure enterprises rely on to classify, moderate, anonymize, and understand digital content at scale. From a single API call to a 102-million-domain offline database, our platforms turn raw data into decisions you can trust.

Trusted by teams worldwide

Over 300 organizations worldwide rely on Alpha Quantum platforms — including

  • Tier-1 Telecom Carriers
  • Global Media Conglomerates
  • Leading TV Networks
  • Cybersecurity Corporations
  • Defense Industry Companies
  • Digital Marketplaces
  • Global Hedge Funds
  • AdTech Corporations
  • School Districts
0
Million domains
0
Enterprise clients
0
Content categories
99.9%
Uptime SLA
The foundation

One classification engine. Every enterprise use case.

Everything Alpha Quantum builds is powered by the same underlying intelligence — a 102-million-domain corpus, classified across multiple taxonomies simultaneously and refreshed every single day. That single foundation serves advertising, security, compliance, commerce, and deal sourcing through seven purpose-built platforms.

102M domains — the largest commercial corpus

Our classification database covers 99.9% of active internet traffic. It is not a sample, not a snapshot, and not limited to the top million. It includes long-tail domains, newly registered sites, and niche verticals that generic providers miss entirely. Updated daily and available in offline formats your infrastructure already consumes.

Multi-taxonomy, not single-label

Every domain is classified across IAB v2, IAB v3, IPTC NewsCodes, web-filtering categories, and e-commerce taxonomies simultaneously. Advertisers get IAB segments. Security teams get web-filtering categories. News publishers get IPTC codes. One API call returns multiple views of the same domain — no re-processing required.

Sub-100ms latency, enterprise SLAs

Real-time APIs respond in under 100 milliseconds — fast enough for programmatic bid requests at scale, content moderation queues processing millions of items, and document pipelines that cannot afford to wait. 99.9% uptime SLA backed by infrastructure designed for enterprise workloads.

Offline-first when you need it

Not every enterprise can send queries to an external API. Our offline databases run inside your infrastructure: air-gapped networks, on-premise firewalls, edge devices. CSV, JSON, SQLite, DNS RPZ, PAC files, EDL feeds, and hosts files — one subscription covers firewalls, proxies, DNS filters, SIEMs, and custom integrations.

Our platforms

Seven platforms, one classification engine

Every Alpha Quantum platform is powered by the same underlying intelligence: a 102-million-domain classification corpus that understands content across 700+ categories, 29 interest groups, 283 purchase-intent segments, and 1,667 audience personas.

Website Categorization API

Classify any URL in real time across IAB v2, IAB v3, IPTC NewsCodes, and web-filtering taxonomies. 15+ data fields per request, sub-100ms latency, and offline databases from 1M to 102M domains.

Explore platform

Product Categorization API

Automatically classify products across Google Shopping, Shopify, Amazon, eBay, and 100+ marketplace taxonomies. 5,574+ categories, 200+ languages, and custom classifier training.

Explore platform

Content Moderation API

Detect hate speech, violence, adult content, misinformation, and 50+ policy violations across text, URLs, and images. Configurable thresholds and human-in-the-loop escalation.

Explore platform

URL Categorization Database

Pre-classified offline databases from 1 million to 102 million domains. Perpetual licensing, quarterly refreshes, and formats ready for firewalls, DNS filters, proxies, and SIEMs.

Explore platform

Anonymization API

Go beyond redaction with k-anonymity, differential privacy, and pseudonymization. Transform datasets for analytics while preserving statistical utility and meeting GDPR Article 89 research exemptions.

Explore platform

Cookieless Audiences

Content-derived audience intelligence for the post-cookie era. Demographic, interest, purchase-intent, and B2B firmographic profiles for 102M+ domains — no tracking pixels, no consent walls.

Explore platform

Acquisition Universe

LLM-powered deal sourcing across 102M+ classified domains. Screen acquisition targets against your investment thesis with evidence-backed inclusions and exclusions. Monthly delta updates.

Explore platform
The engine

Your intelligence is only as good as your classification

Every decision — what to bid on, what to block, what to redact, who to target — depends on accurate, up-to-date classification. Here is the scale behind our platforms.

0M+
Domains classified
300K/day
New domains processed
99.2%
Classification accuracy
<100ms
API response time
Problems we solve

Enterprise challenges that demand classification at scale

The internet generates 2.5 quintillion bytes of data every day. Most of it is unclassified. Enterprises that need to filter content, target audiences, moderate platforms, or protect privacy face the same fundamental problem: they cannot act on data they do not understand.

Contextual advertising without cookies

When third-party cookies disappear, audience targeting collapses — unless you can infer intent from context. Our cookieless audience platform maps demographic, interest, and purchase-intent profiles to 102 million domains using content analysis alone. SSPs, DSPs, and publishers get IAB-aligned segments that work on Safari, Firefox, and every privacy-first browser today. Buyers who categorize inventory before bidding waste less budget. Publishers who enrich their ad requests with audience signals command higher CPMs.

Cookieless Audiences

Brand safety and suitability

Programmatic advertising moves too fast for manual URL review. A brand-safety incident — an airline ad beside a plane crash story, a children’s toy ad on an adult site — can trend on social media within minutes and take weeks to recover from. Our 700+ category taxonomy provides the granularity to distinguish “Financial News > Market Analysis” from “Financial News > Fraud Reports.” Real-time classification keeps inclusion and exclusion lists current against a web that changes every hour.

Website Categorization API

Regulatory compliance at document scale

Healthcare providers process millions of patient records. Financial institutions handle transaction narratives, KYC documents, and internal communications. Legal teams review contracts with counterparty PII scattered across clauses. Personally identifiable information must be detected, redacted, or anonymized before data can be shared, stored, or analyzed. Our Anonymization API automates what no manual team can do consistently: find every name, every account number, every diagnosis code, and transform them.

Anonymization API

Web filtering for schools, libraries & enterprises

CIPA compliance, acceptable-use enforcement, and network security all depend on the same foundation: an up-to-date classification of what every domain on the internet actually is. Static blocklists cannot keep pace with 300,000+ new domains registered every day. Our URL Categorization Database delivers daily-refreshed classifications in formats that plug directly into firewalls, proxies, and DNS filters — no conversion scripts, no stale lists, no blind spots.

URL Categorization Database

Product catalog normalization

When an e-commerce marketplace ingests products from 10,000 sellers, each using their own category names, the result is a catalog that no shopper can navigate and no recommendation engine can learn from. Products land in wrong categories. Search returns irrelevant results. Conversion rates suffer because discovery is broken. Our Product Categorization API maps every product to Google Shopping, Shopify, Amazon, and custom taxonomies in under 100ms.

Product Categorization API

M&A deal sourcing across the full web

Private equity firms and corporate development teams typically screen acquisition targets from the same databases everyone else uses. The result is a crowded, commoditized deal pipeline that misses the long tail — the fragmented industrial niches, the regional specialists, the companies too small for mainstream databases but too valuable to overlook. Acquisition Universe starts from our 102M classified domains and screens them against your investment thesis using LLM-powered analysis.

Acquisition Universe
How it works

From raw domain to actionable intelligence in four steps

Our classification pipeline processes 300,000 newly registered domains every day and maintains a living corpus of 102 million classified domains.

1

Domain discovery

Zone files, certificate transparency logs, registration feeds, and web crawls surface hundreds of thousands of new and changed domains daily. Every candidate enters the pipeline regardless of popularity or age.

2

Content extraction

Each domain is rendered in a headless browser. We extract text, metadata, technology fingerprints, structured data, and visual layout signals. JavaScript-heavy SPAs are handled natively, not skipped.

3

Multi-taxonomy classification

Ensemble models assign each domain to IAB v2, IAB v3, IPTC, web-filtering, and e-commerce taxonomies simultaneously. Confidence scores accompany every label. Ambiguous domains are flagged for review.

4

Intelligence enrichment

Classified domains are enriched with audience personas, purchase-intent signals, technology stack data, quality metrics, and risk indicators — a multi-dimensional profile, not a single label.

Under the hood

How an API call becomes a classification

When your application sends a URL, our pipeline determines the domain’s classification across every taxonomy in your subscription — either via real-time API lookup or from a local copy you keep synced. The response includes category labels, confidence scores, audience data, and quality indicators.

Because one site can be several things at once, our engine assigns multiple labels rather than a single verdict. A streaming platform can be Video, User-Generated, and Entertainment simultaneously, giving your policy engine all the data it needs to make a defensible decision.

  • API response in under 100ms — or use an offline database for zero-latency lookups
  • Multi-label classification so your logic can weigh all applicable categories
  • 102M+ domains classified — new sites added daily from a 300K/day pipeline
  • Category names designed for human-readable logging and audit-ready reporting

Real-time classification pipeline

RequestYour app sends example-media.com
ClassifyIAB: News, IPTC: Business, WF: Safe
EnrichAudience: Finance, 25-54, High-income
ScoreConfidence: 94% · Quality: A · Risk: Low
Response — full profile in <100ms, cached for next request
Who it’s for

Built for the teams that need data to act

Different teams, same classification engine. Every role gets the exact slice of intelligence they need from our platforms.

AdTech & Media
IT & Security
Compliance & Legal
Commerce & Data

You need audience intelligence and brand safety at bid-request speed

SSPs, DSPs, and publishers use Alpha Quantum to power contextual targeting across billions of daily bid requests. With cookieless audience profiles covering 102M domains, buyers can target by interest, purchase intent, and demographic segment without user-level tracking. Publishers enrich bid requests with seller-defined audiences, increasing CPMs by 15–40%.

Real-time website categorization across 700+ categories keeps brand-safety exclusion lists current against a web that changes every hour — protecting advertisers without killing reach.

Cookieless audience segments across 102M+ domains for contextual targeting
700+ categories for granular brand-safety inclusion/exclusion lists
Sub-100ms API response fits programmatic bid-request timing
IAB v2 and v3 taxonomies supported natively for industry compatibility

You defend the network and answer for every domain that gets through

Enterprise IT teams, school districts, and managed security providers deploy Alpha Quantum databases directly into firewalls, DNS resolvers, and proxy servers. Daily-refreshed data in RPZ, EDL, PAC, and hosts file formats means security policies stay current against hundreds of thousands of new domains registered every day.

CIPA compliance, acceptable-use enforcement, and malware protection all draw from the same classification source — no vendor lock-in, no stale lists, no manual maintenance.

Daily-refreshed databases in RPZ, EDL, PAC, hosts, CSV, and JSON formats
57+ web-filtering categories covering all CIPA-required content types
Offline deployment for air-gapped networks and on-premise infrastructure
300K new domains classified daily — no manual list maintenance needed

You navigate regulations that demand automated data handling

GDPR fines exceeded €4.5 billion by 2024. HIPAA penalties accumulate silently. Healthcare systems, financial institutions, and legal teams integrate our Anonymization API into document processing pipelines. Medical records are de-identified for research. Financial narratives are redacted for regulatory filings. Contract review workflows strip counterparty PII before storing documents in shared repositories.

Processing volumes that would require 50-person teams are handled by a single API endpoint — consistently, auditably, and at the speed your pipeline demands.

Automated PII detection and anonymization across 40+ entity types
K-anonymity and differential privacy for GDPR Article 89 compliance
Preserves statistical utility for analytics after anonymization
Supports 30+ languages for global document processing pipelines

You turn messy data into structured, actionable intelligence

Marketplaces and e-commerce platforms use our Product Categorization API to normalize millions of seller-submitted listings into clean, navigable category trees. Mis-categorized products get corrected automatically. Search relevance improves because the taxonomy is consistent. Recommendation engines perform better because they train on structured data instead of seller guesses.

Corporate development teams use Acquisition Universe to screen 102M+ classified domains against investment theses — surfacing acquisition targets in fragmented niches that traditional sourcing misses entirely.

Product classification across Google Shopping, Shopify, Amazon, and 100+ taxonomies
5,574+ categories with 200+ language support for global catalogs
LLM-powered deal sourcing with evidence-backed target screening
CRM-ready exports and monthly delta updates for pipeline freshness
Why Alpha Quantum

What separates us from generic classification vendors

Coverage that generic vendors cannot match

Most classification providers cover the top 1–10 million domains. We cover 102 million — including the long tail of newly registered sites, niche verticals, and regional domains that generic providers miss entirely. If your use case depends on classifying the unusual, we are the only data source that covers it.

One engine, every taxonomy you need

Most data vendors sell a single product with a single taxonomy. We built an integrated classification infrastructure that serves advertising, compliance, security, and commerce from the same continuously updated source of truth. Improvements to the core engine benefit every platform simultaneously — no re-integration, no separate vendors.

Test before you buy, always

We believe data products should be testable before purchase, transparent about their methodology, and available in formats that fit your infrastructure. Every API offers a 14-day free trial with no credit card. Database products include free sample downloads. Live demos run against production models with your own data — no registration walls.

Try it yourself

Live demos — no account required

Test our platforms with your own data. Every demo runs against production APIs with real classification models. No sign-up, no credit card, no time limit.

Website Categorization

Enter any URL and see IAB categories, technology stack, audience personas, and quality scores in real time.

Launch Demo

Product Categorization

Paste a product title and get instant classification across Google Shopping, Shopify, and Amazon taxonomies.

Launch Demo

Content Moderation

Submit text or a URL and get policy-violation detection across 50+ categories with confidence scores.

Launch Demo

Redaction

Paste text with personal data and watch the API detect and redact names, emails, SSNs, and 40+ entity types.

Launch Demo

Anonymization

Transform datasets with k-anonymity and differential privacy while preserving statistical utility.

Launch Demo

Audience Intelligence

Analyze any domain for demographic, interest, purchase-intent, and B2B audience profiles — cookieless.

Launch Demo

Acquisition Universe

Explore sample deal-sourcing reports with LLM-powered target screening and evidence-backed analysis.

Launch Demo
Straight answers

Common assumptions about classification, addressed

Most enterprises have tried data classification before — often with underwhelming results. Here is where the reality now sits.

“Generic classification tools are good enough”

Generic tools cover the popular web — the top 1–10 million domains. That leaves 90%+ of the internet unclassified, including the long-tail sites where brand-safety incidents happen, new phishing domains live, and niche content audiences concentrate. Our 102M-domain corpus closes that gap.

“We can build classification in-house”

You can — for the first few thousand domains. Maintaining accuracy across 102 million domains with 300K new ones added daily requires a dedicated pipeline, constant model retraining, and infrastructure that costs more to build than to buy. Most teams that try end up maintaining a fraction of the coverage at multiples of the cost.

“Static databases go stale within weeks”

Ours don’t. Our pipeline processes 300,000 newly registered or changed domains every day. API responses reflect the latest classification. Offline database subscribers receive refreshed exports on their license schedule. Phishing and threat feeds update daily. A domain registered this morning already has a category by tonight.

“Multi-vendor data stacks are too complex”

Agreed — which is why we built one engine that serves seven platforms. Advertisers, security teams, compliance officers, and commerce teams all draw from the same classification corpus. One integration, one vendor relationship, one source of truth. Improvements to the core engine benefit every product simultaneously.

“Classification accuracy doesn’t move the needle”

It does when the downstream cost is real. A miscategorized domain in a brand-safety list either blocks revenue (false positive) or creates a PR crisis (false negative). A mis-labeled product tanks search relevance and conversion rates. A missed PII entity triggers a regulatory fine. At scale, accuracy is the difference between a tool and a liability.

“We only need one taxonomy”

Today, maybe. But requirements change. The advertiser who needed IAB categories last quarter now needs IPTC codes for a news partnership. The security team that used web-filtering labels now needs e-commerce taxonomy support for a marketplace project. Multi-taxonomy classification from day one means you never re-process, re-integrate, or re-negotiate.
Use cases

How enterprises deploy Alpha Quantum platforms

AdTech

Contextual targeting at scale

SSPs and DSPs use our audience intelligence and website categorization data to power contextual targeting across billions of daily bid requests. With cookieless audience profiles covering 102M domains, buyers can target by interest, purchase intent, and demographic segment without relying on user-level tracking. Publishers enrich bid requests with seller-defined audiences derived from Alpha Quantum data, increasing CPMs by 15–40%.

Compliance

Automated PII handling

Healthcare systems, financial institutions, and legal teams integrate our Anonymization API into their document processing pipelines. Medical records are de-identified for research. Financial narratives are redacted for regulatory filings. Contract review workflows strip counterparty PII before storing documents in shared repositories. Processing volumes that would require 50-person teams are handled by a single API endpoint.

Security

Network-level content filtering

Enterprise IT teams, school districts, and managed security providers deploy our URL Categorization and Web Filtering databases directly into firewalls, DNS resolvers, and proxy servers. Daily-refreshed data in RPZ, EDL, PAC, and hosts file formats means security policies stay current. CIPA compliance, acceptable-use enforcement, and malware protection all draw from the same classification source.

Commerce

Catalog intelligence

Marketplaces and e-commerce platforms use our Product Categorization API to normalize millions of seller-submitted listings into clean, navigable category trees. Mis-categorized products get corrected automatically. Search relevance improves because the taxonomy is consistent. Recommendation engines perform better because they train on structured data instead of seller guesses.

M&A

Full-web deal sourcing

Private equity firms and corporate development teams use Acquisition Universe to screen 102M+ classified domains against investment theses. Instead of working from the same databases every competitor sees, they surface targets in fragmented niches that traditional sourcing misses entirely. Evidence-backed inclusions and exclusions, monthly delta updates, and CRM-ready exports replace spreadsheets of cold outreach targets.

Media

Content safety and moderation

Publishers, social platforms, and UGC sites integrate our Content Moderation API to automatically flag hate speech, violence, adult content, and policy violations before they reach audiences. Configurable thresholds let editorial teams set granular policies — blocking explicit content while allowing health education. Batch processing handles archive moderation; real-time endpoints handle live submissions.

Questions

Common questions about Alpha Quantum

What makes Alpha Quantum different from other classification providers?
Scale and breadth. Our 102M-domain corpus is the largest commercially available classification database, covering 99.9% of active internet traffic. Every domain is classified across multiple taxonomies simultaneously — IAB, IPTC, web-filtering, e-commerce — so one data source serves advertising, security, compliance, and commerce use cases. Most competitors offer a single taxonomy and a fraction of the coverage.
Do I need an API, or can I use offline data?
Both. Our real-time APIs deliver sub-100ms classification for live traffic. Our offline databases (CSV, JSON, SQLite) run entirely inside your infrastructure — ideal for air-gapped networks, firewalls, and environments where external API calls are not permitted. Many customers use both: offline databases for bulk processing and pre-filtering, APIs for real-time classification of new or unknown URLs.
How fresh is the data?
Our pipeline processes approximately 300,000 newly registered or changed domains every day. API responses reflect the latest classification. Offline database subscribers receive refreshed exports on a quarterly or annual basis depending on their license tier. Phishing and threat feeds are updated daily.
What industries do you serve?
Our platforms serve telecommunications, advertising technology, cybersecurity, publishing, e-commerce, financial services, healthcare, education, government, energy, insurance, manufacturing, and media. The common thread is a need to classify, filter, moderate, or enrich large volumes of digital content or URLs.
Is there a free trial?
Yes. Every API platform offers a 14-day free trial with no credit card required. Database products include free sample downloads so you can validate format compatibility and classification quality before purchasing. Live demos are available on every platform page without any registration.
How do you handle data privacy and security?
We classify publicly available web content — we do not collect, store, or process user-level browsing data. Our Anonymization API is specifically designed to help customers meet GDPR, HIPAA, CCPA, and other regulatory requirements. API traffic is encrypted in transit, and we do not retain customer query data beyond the processing window.
How does Acquisition Universe work?
Acquisition Universe starts from our 102M classified domains and screens them against your investment thesis using LLM-powered analysis. You define the criteria — industry vertical, geography, company size signals, technology stack, content indicators — and the system returns ranked targets with evidence-backed inclusion and exclusion reasoning. Monthly delta updates keep the pipeline current without restarting from scratch.
Can I integrate with my existing infrastructure?
Yes. We deliver data in every format enterprise infrastructure consumes: REST API, CSV, JSON, SQLite, DNS RPZ, PAC files, EDL feeds, and hosts files. Whether you run a Palo Alto firewall, a Squid proxy, a BIND DNS resolver, a Snowflake data warehouse, or a custom application, our data fits without conversion scripts or middleware.
What does the cookieless audience data include?
For each classified domain, we derive audience profiles across four dimensions: demographics (age, gender, income, education), interests (29 IAB interest groups), purchase intent (283 purchase-intent segments), and B2B firmographics (industry, company size, job function). All derived from content analysis, not user tracking — so the data works across every browser without consent walls or tracking pixels.
How large is the product categorization coverage?
Our Product Categorization API classifies products across 5,574+ categories in the Google Shopping taxonomy, plus Shopify, Amazon, eBay, and 100+ additional marketplace taxonomies. It supports 200+ languages, handles free-text product titles with no structured input required, and includes buyer persona assignment and attribute extraction alongside category labels.

Ready to classify at scale?

Start with a free demo, download a sample database, or talk to our team about your specific use case. No commitment, no sales pressure — just data you can test.