Observed system
Observations
Systems that turn human contact data into searchable, matchable, callable infrastructure — observed, not endorsed.
Global coverage note
Current coverage is still biased toward US and English-language sales intelligence systems.
現在の観測範囲は、まだ米国・英語圏のSales Intelligence系に偏っている。
This phase expands the registry toward Japan, China, India, Southeast Asia, the Middle East, Europe, Korea, and regional business-data infrastructures.
このフェーズでは、日本、中国、インド、東南アジア、中東、欧州、韓国、地域特化のビジネスデータインフラへ観測範囲を広げる。
The aim is not to list every company. The aim is to observe how human data is transformed differently across regions.
目的は、すべての会社を列挙することではない。人間データが地域ごとにどのように異なる形で変換されるのかを観測することである。
Contact Data Observatory observes a broader human data infrastructure — contact data, sales intelligence, enrichment, email discovery, outreach automation, intent data, account intelligence, recruiting intelligence, technographic data, and AI-assisted GTM workflows.
Contact Data Observatory が観測するのは、連絡先データだけではない。営業インテリジェンス、エンリッチメント、メール発見、アウトリーチ自動化、インテントデータ、アカウントインテリジェンス、採用インテリジェンス、テクノグラフィックデータ、AI支援GTMワークフローを含む、より広い人間データインフラである。
Each entry records how a system transforms a person into a data object, workflow object, API response, or revenue-facing record.
These entries are observational summaries, not accusations, rankings, or legal conclusions.
これらは観測上の整理であり、告発、ランキング、法的判断ではない。
70 observations recorded
70件の観測を記録。
By region
- US / Global40
- Japan5
- China5
- India3
- Southeast Asia3
- Middle East / MENA3
- Europe / Global5
- Korea5
- Regional coverage notes1
By human state
- Contact object8
- Lead object5
- Enriched record5
- Callable entity1
- Workflow object1
- Signal source7
- Account signal5
- Navigable profile1
- Recruitable profile4
- Verified contact object1
- Triggered contact object1
- Market graph node1
- Sequenced recipient4
- Optimized recipient1
- Business card record3
- Relationship graph record1
- Local business identity5
- Corporate registry subject3
- Trust graph entity5
- Commerce intent object1
- Founder ecosystem node7
By trust friction
- High48
- Severe2
- Moderate20
Contact data / sales intelligence
Observed system
ZoomInfo
Observed system
Lusha
Observed system
Cognism
Observed system
Seamless.AI
Observed system
Kaspr
Observed system
UpLead
Observed system
SalesIntel
Observed system
Lead411
Observed system
Adapt.io
Enrichment / person data infrastructure
Observed system
People Data Labs
Observed system
Clearbit
Observed system
FullContact
Email discovery / outreach infrastructure
Observed system
Apollo
Observed system
LeadIQ
Observed system
Hunter.io
Observed system
Snov.io
Intent / account intelligence
Observed system
Bombora
Observed system
6sense
Observed system
Demandbase
Observed system
Dealfront
Observed system
Crunchbase
Observed system
G2 Buyer Intent
Observed system
TechTarget Priority Engine
Observed system
Foundry Intent
Observed system
HG Insights
Observed system
TrustRadius
Observed system
BuiltWith
Observed system
Wappalyzer
Professional network / recruiting intelligence
Observed system
LinkedIn Sales Navigator
Observed system
ContactOut
Observed system
hireEZ
Observed system
SeekOut
Observed system
AmazingHiring
Workflow / AI prospecting layer
Sales engagement / outbound automation
Observed system
Outreach
Observed system
Salesloft
Observed system
Instantly
Observed system
Reply.io
Observed system
Lavender
Japan / business card and relationship data
Observed system
Sansan
Observed system
Eight Team
Observed system
Sales Marker
Observed system
FORCAS
Observed system
Musubu / Baseconnect
China / corporate registry and trust graph
Observed system
Qichacha
Observed system
Tianyancha
Observed system
Qixinbao
Observed system
Alibaba.com / Alibaba Accio
Observed system
Baidu Business Knowledge Layer
India / B2B lead and company intelligence
Observed system
Zintlr
Observed system
EasyLeadz
Observed system
Lusha India / Regional Coverage
Observed system
Tracxn
Southeast Asia / startup and investment intelligence
Observed system
Tech in Asia Database
Observed system
e27 Pro / e27 Connect
Observed system
DealStreetAsia DATA VANTAGE
Middle East / project, market, and company intelligence
Observed system
MAGNiTT
Observed system
Zawya
Observed system
D&B UAE
Europe / business identity and registry intelligence
Observed system
Dealroom
Observed system
North Data
Observed system
Creditsafe
Observed system
Dropcontact
Observed system
Kompass
Korea / business registry and professional network data
Observed system
Remember
Observed system
Salesmap
Observed system
KED (Korea Enterprise Data)
Observed system
The VC
Observed system