Internet infrastructurePublic
Map cloud/data infrastructure patterns, provider and module competition, schema surface area, and gaps in deployment or governance tooling. High fit for founders serving platform engineering, cloud infrastructure, data warehouses, Kubernetes, security, and infrastructure-as-code workflows.
Coverage: Use the geography stated by the source; coverage can vary by dataset and release. · Map cloud/data infrastructure patterns, provider and module competition, schema surface area, and gaps in deployment or governance tooling.
Infrastructure provider/module registry and APIPrice not confirmed
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Internet infrastructureMixed
Model connectivity-dependent developer products, edge/data workloads, underserved-market opportunity, cloud/remote-work feasibility, and geographic expansion. A rare primary infrastructure source for testing where developer/data services can realistically be delivered and where connectivity gaps create opportunities.
Coverage: Use the geography stated by the source; coverage can vary by dataset and release. · Model connectivity-dependent developer products, edge/data workloads, underserved-market opportunity, cloud/remote-work feasibility, and geographic expansion.
Connectivity infrastructure and availabilityPrice not confirmed
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Internet infrastructureDownload
Benchmark country digital readiness, broadband/mobile affordability, connectivity, and ICT-market conditions when prioritizing international developer-tool or data-product expansion. Provides globally comparable ICT context that helps founders distinguish product demand from infrastructure and affordability constraints across markets.
Coverage: Use the geography stated by the source; coverage can vary by dataset and release. · Benchmark country digital readiness, broadband/mobile affordability, connectivity, and ICT-market conditions when prioritizing international developer-tool or data-product expansion.
International ICT and digital-development statisticsPrice not confirmed
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Internet infrastructureMixed
Track regional and temporal signals for browsers, operating systems, protocols, Internet services, outages, and AI-related traffic. Helps developer and data-product founders size technical adoption and regional infrastructure signals without relying on self-reported marketing surveys.
Coverage: Use the geography stated by the source; coverage can vary by dataset and release. · Track regional and temporal signals for browsers, operating systems, protocols, Internet services, outages, and AI-related traffic.
Internet, technology, browser, and platform adoption dataPrice not confirmed
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Internet infrastructureDownload
Measure real-world adoption of web frameworks, scripts, hosting patterns, APIs, and performance characteristics relevant to developer-facing products. A strong evidence source for founders building web tooling, developer experience products, performance tools, and data products for the public web.
Coverage: Use the geography stated by the source; coverage can vary by dataset and release. · Measure real-world adoption of web frameworks, scripts, hosting patterns, APIs, and performance characteristics relevant to developer-facing products.
Public web technology and performance datasetPrice not confirmed
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Internet infrastructureApproval
Map competing infrastructure, database, AI, observability, and FinOps offerings; identify integration and channel opportunities for a developer-tool or data-product startup. Strong: the catalog is organized around cloud infrastructure, databases, AI, and FinOps, which are direct contexts for developer and data products.
Coverage: Use the geography stated by the source; coverage can vary by dataset and release. · Map competing infrastructure, database, AI, observability, and FinOps offerings; identify integration and channel opportunities for a developer-tool or data-product startup.
Cloud and data-product marketplacePrice not confirmed
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Internet infrastructureApproval
Research enterprise cloud-tool positioning and partner distribution; compare database, container, infrastructure, security, and observability solutions relevant to technical buyers. Strong: its categories explicitly include containers, databases, infrastructure, and observability, making it useful for developer-tool and data-product competitive research.
Coverage: Use the geography stated by the source; coverage can vary by dataset and release. · Research enterprise cloud-tool positioning and partner distribution; compare database, container, infrastructure, security, and observability solutions relevant to technical buyers.
Cloud platform catalogPrice not confirmed
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Internet infrastructureAccount or API key
Track which self-hostable developer tools, databases, AI runtimes, and infrastructure components can be deployed quickly by SMB and developer audiences; evaluate a possible distribution channel. Strong: one-click deployment and the documented app/image inventory are directly relevant to developer-tool onboarding and self-serve data-product distribution.
Coverage: Use the geography stated by the source; coverage can vary by dataset and release. · Track which self-hostable developer tools, databases, AI runtimes, and infrastructure components can be deployed quickly by SMB and developer audiences; evaluate a possible distribution channel.
Developer cloud application marketplacePrice not confirmed
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Internet infrastructureMixed
Build vulnerability intelligence, dependency-risk views, security-content research, or alerting products by normalizing CVE identifiers, descriptions, affected products, and update history. Strong fit for developer-tool and data-product founders building software supply-chain, AppSec, compliance, or security-observability features.
Coverage: Use the geography stated by the source; coverage can vary by dataset and release. · Build vulnerability intelligence, dependency-risk views, security-content research, or alerting products by normalizing CVE identifiers, descriptions, affected products, and update history.
Vulnerability and security databasePrice not confirmed
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Internet infrastructurePublic
Discover and benchmark cloud-native distribution channels and package categories (such as Helm charts, operators, plugins, policies, and tasks), including publisher and security metadata where available. Strong for founders of Kubernetes/platform engineering, DevOps, cloud-native security, and infrastructure marketplace products.
Coverage: Use the geography stated by the source; coverage can vary by dataset and release. · Discover and benchmark cloud-native distribution channels and package categories (such as Helm charts, operators, plugins, policies, and tasks), including publisher and security metadata where available.
Cloud-native artifact catalogPrice not confirmed
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Internet infrastructureAccount or API key
Build an IP/ASN intelligence feature that checks a customer's prefix routing state, DNS information, abuse contact and related network context before onboarding or during incident triage. SaaS founders and developer-tool teams needing machine-readable Internet infrastructure enrichment.
Coverage: Use the geography stated by the source; coverage can vary by dataset and release. · Build an IP/ASN intelligence feature that checks a customer's prefix routing state, DNS information, abuse contact and related network context before onboarding or during incident triage.
Internet routing, ASN, DNS and network measurement dataPrice not confirmed
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Internet infrastructureMixed
Enrich customer IPs and autonomous systems with organization and topology context, or benchmark a network-monitoring product against CAIDA's measurement datasets. Infrastructure SaaS founders, network observability builders and data-product teams needing research-grade Internet measurements.
Coverage: Use the geography stated by the source; coverage can vary by dataset and release. · Enrich customer IPs and autonomous systems with organization and topology context, or benchmark a network-monitoring product against CAIDA's measurement datasets.
Internet topology, AS organizations, routing and measurement datasetsPrice not confirmed
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Internet infrastructurePublic
Monitor a company's domains and brand for newly issued certificates, identify unexpected subdomains or certificate issuance, and trigger security or customer-notification workflows. SaaS security founders, domain-monitoring products and developer tools that need near-real-time certificate visibility.
Coverage: Use the geography stated by the source; coverage can vary by dataset and release. · Monitor a company's domains and brand for newly issued certificates, identify unexpected subdomains or certificate issuance, and trigger security or customer-notification workflows.
TLS certificate issuance and domain-security observabilityPrice not confirmed
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Internet infrastructureDownload
Power domain and DNS products with authoritative TLD discovery, root-zone validation and routing of domain-registration lookups to the correct RDAP service. Domain/DNS SaaS founders, registrars, certificate tools and infrastructure developers needing standards-based authoritative registries.
Coverage: Use the geography stated by the source; coverage can vary by dataset and release. · Power domain and DNS products with authoritative TLD discovery, root-zone validation and routing of domain-registration lookups to the correct RDAP service.
Authoritative DNS root-zone, TLD and RDAP registry dataPrice not confirmed
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Internet infrastructurePublic API/toolkit
Routing intelligence, outage analysis and network competitor monitoring
Coverage: Global Internet routing tables and collectors · Route announcement, withdrawal, prefix, ASN, collector and timestamp
BGP routing data/API/toolkitPrice not confirmed
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Internet infrastructureFree limited / paid expanded
internet exposure measurement, attack-surface inventory, TLS/certificate analysis, exposed-service and vulnerability research
Coverage: global public internet · host, service, certificate, web-property and software fields
internet-wide scan and structured asset datasetPrice not confirmed
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Internet infrastructurePublic web/API
Container adoption, image benchmarking and infrastructure competitor research
Coverage: Global container ecosystem · Image, tag, digest and displayed pull counts
Container registry catalog/usage metricsPrice not confirmed
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Internet infrastructurePaid
historical DNS pivots, domain/IP co-occurrence, threat hunting and infrastructure change analysis
Coverage: global DNS observations · DNS RRset, resource record, first-seen/last-seen and bailiwick metadata
passive DNS database and APIPrice not confirmed
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Internet infrastructureCommunity free / commercial
separating benign background scanning from targeted threats, triage, IP enrichment and threat hunting
Coverage: global IPv4/IPv6 scanning activity · IP, actor/behavior label, CVE, tool and observation metadata
IP reputation, internet-noise classification and threat-intelligence APIPrice not confirmed
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Internet infrastructureOpen/free
quick ASN profiling, prefix inventory, peer/IXP inspection and routing research
Coverage: global autonomous systems and announced prefixes · ASN, prefix, peer, route, DNS and organization pages
public BGP/ASN/prefix/DNS lookup portalFree
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Internet infrastructureFree Lite / paid
geographic traffic analysis, IP enrichment, fraud/security analytics and network segmentation
Coverage: global IPv4 and IPv6 · IP, country/region/city, coordinates, ISP, ASN and CIDR
IP geolocation and ASN database/APIPrice not confirmed
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Internet infrastructureFree Lite / paid tiers
IP-to-ASN/geography enrichment, hosting/VPN/proxy analysis, network mapping and geospatial aggregation
Coverage: global IPv4 and IPv6 · IP, ASN, prefix, country/region/city and network attributes
IP geolocation, ASN, privacy and network intelligence APIPrice not confirmed
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Internet infrastructurePublic web
Country connectivity risk, infrastructure expansion and market comparison
Coverage: Country-level global coverage · Country, indicator, weighted score and trend
Composite public indicator datasetPrice not confirmed
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Internet infrastructureAccount or API key
Regionalization, fraud controls, network mapping and infrastructure analysis
Coverage: Global IPv4/IPv6 addresses · IP-to-country, city and ASN records
IP geolocation and ASN databasePrice not confirmed
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Internet infrastructurePublic download
Internet adoption, digital-market sizing and infrastructure benchmarking
Coverage: Global countries and regions · Country/year; regional aggregates
Published indicator dataset and visualizationPrice not confirmed
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Internet infrastructureOpen/free
peering analysis, network topology, IXP/facility inventories and interconnection research
Coverage: global networks, IXPs, facilities and campuses · network/ASN, exchange, facility, presence and connection objects
community-maintained interconnection registry and REST APIFree
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Internet infrastructurePublic data + account/credits for collection
Monitoring connectivity, latency, reachability, routing and regional network performance
Coverage: Global probes and anchors · Probe, anchor, measurement, target, protocol and time
Internet measurement network and APIPrice not confirmed
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Internet infrastructureOpen/free
routing-table monitoring, prefix origin analysis, hijack research and longitudinal Internet topology
Coverage: global routing system from distributed collectors · collector, ASN, prefix, RIB snapshot and route update
BGP collector archive and APIFree
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Internet infrastructurePaid
DNS history, subdomain discovery, infrastructure attribution and attack-surface research
Coverage: global domains, IPs and DNS records · domain, subdomain, DNS record, IP, organization and historical timestamp
DNS, WHOIS and infrastructure intelligence APIPrice not confirmed
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Internet infrastructureFree limited / paid
exposed-device discovery, service/version prevalence, attack-surface monitoring and internet telemetry
Coverage: global public internet · IP/host, port, service, banner, DNS and event-feed records
internet-connected device search and telemetry APIPrice not confirmed
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Internet infrastructureFree limited / paid
malicious package detection, dependency-risk monitoring, supply-chain attack research and package adoption safety
Coverage: global npm, PyPI, and other package ecosystems · package/version, dependency change, behavior signal and risk issue
open-source package behavior analysis and supply-chain risk intelligencePrice not confirmed
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Internet infrastructureFree public / paid private
phishing and malware triage, web-change monitoring, redirect analysis and searchable scan telemetry
Coverage: global websites and URLs · URL/scan, domain, IP, ASN, hash, DOM, requests and screenshots
automated URL/browser scan archive and APIPrice not confirmed
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Internet infrastructurePublic data with account-based routes
Benchmark public web performance and investigate technical quality signals for web products.
Coverage: Global Chrome user population; eligible URL and country coverage depends on sample thresholds · Monthly field metrics for eligible origins and URLs, including Core Web Vitals
Public real-user web performance datasetPrice not confirmed
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