Entology
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Entology

Positioning

Entology is a structured data platform for company intelligence for business analysts and market researchers evaluating private companies, which replaces manual research and fragmented sources with machine-readable company records stripped of fluff and made readable by both people and machines.

Problems Entology solves:

manual, time-consuming research required to extract company positioning, offerings, and competitive data from fragmented websites and public sources

inability to programmatically query and compare company data across competitors, limiting scale of competitive analysis and forcing manual side-by-side review

inconsistent data structure and missing fields across competitive research, making it difficult to benchmark positioning frameworks and buyer personas systematically

Value propositions

Structured, Machine-Readable Intelligence

Converts unstructured company information into standardized, machine-readable formats that enable automated analysis, comparison, and integration with other systems.

Automated Competitive Intelligence Extraction

Automatically extracts and organizes competitor offerings, positioning, value propositions, and market positioning from public sources without manual research.

Unified Company Data Model

Provides a single, consistent data model for company information across multiple vendors and competitors, eliminating fragmentation and enabling cross-company comparison.

Offerings

Company Intelligence Platform

Structured database and intelligence platform that extracts, organizes, and presents company offerings, market positioning, and competitive landscape in machine-readable and human-readable formats.

Ideal customer

B2B SaaS and software companies

  • Understanding competitive positioning and market landscape
  • Accessing structured intelligence on competitor offerings
  • Generating machine-readable company data for analysis

Enterprise software vendors and implementation partners

  • Competitive intelligence and market positioning
  • Structured data on customer use cases and outcomes
  • Automated extraction of company and competitor information

Decision makers

VP of Product · Decision maker

Competitive positioning, feature parity analysis, and market differentiation

VP of Marketing · Decision maker

Competitive intelligence, positioning strategy, and messaging differentiation

Head of Strategy · Decision maker

Market landscape analysis, competitive benchmarking, and strategic planning

VP of Sales · Influencer

Competitive battle cards, win/loss analysis, and sales enablement

Business Analyst · Champion

Structured data for analysis, integration with BI tools, and reporting

Industries Entology serves

Software and SaaS, Business Intelligence and Market Research, Enterprise Software

Proof points

Not available yet.