Name: ZeroEntropy — Neural Reranker
Brand: ZeroEntropy

ZeroEntropy — Neural Reranker

Provider ZeroEntropy zeroentropy.dev$4.2M raised · Seed

Founded 2024

Sells To Developers, Enterprise

Pricing Model SaaS

Ownership Private

Qdrant Vector Database

Provider Qdrant qdrant.tech$87.8M raised · Series B

Founded 2021

Sells To —

Pricing Model —

Ownership —

Command Models

Provider Cohere AI cohere.com$1.4B raised · Series E

Founded 2019

Sells To Enterprise

Pricing Model Recurring, SaaS

Ownership Venture Capital

ZeroEntropy — Embedding Model

Provider ZeroEntropy zeroentropy.dev$4.2M raised · Seed

Founded 2024

Sells To Developers, Enterprise

Pricing Model SaaS

Ownership Private

Holo Models

Provider H Company hcompany.ai$220M raised · Seed

Founded 2023

Sells To Enterprise

Pricing Model SaaS

Ownership Privately Held

Pioneer Fine-Tuning Agent

Provider Fastino

Founded —

Sells To —

Pricing Model —

Ownership —

Mistral — Small Language Models

Provider Mistral AI mistral.ai$4B raised · Late Stage Private

Founded 2023

Sells To Enterprises

Pricing Model Subscription, Usage-based

Ownership Private

Claude Models API

Provider Anthropic anthropic.com$139.7B raised · Series H

Founded 2021

Sells To Enterprises

Pricing Model Recurring, Usage-based

Ownership Venture Capital

Google Gemini

Provider Alphabet abc.xyz$26.1M raised · Public

Founded 1998

Sells To Consumers, Enterprise

Pricing Model Advertising, Recurring, Transactional

Ownership Public

Holo Models API

Provider H Company hcompany.ai$220M raised · Seed

Founded 2023

Sells To Enterprise

Pricing Model SaaS

Ownership Privately Held

Amazon Bedrock

Provider Amazon amazon.com$63M raised · Public

Founded 1994

Sells To Consumers, Enterprise, Individuals

Pricing Model Advertising, Recurring, Transactional

Ownership Public

Gemini API

Provider Alphabet abc.xyz$26.1M raised · Public

Founded 1998

Sells To Consumers, Enterprise

Pricing Model Advertising, Recurring, Transactional

Ownership Public

OpenAI API

Provider OpenAI openai.com$144.3B raised · Late Stage Private

Founded 2015

Sells To Enterprises, Individuals

Pricing Model Subscription, Usage-based

Ownership Private

Claude Code

Provider Anthropic anthropic.com$139.7B raised · Series H

Founded 2021

Sells To Enterprises

Pricing Model Recurring, Usage-based

Ownership Venture Capital

ChatGPT

Provider OpenAI openai.com$144.3B raised · Late Stage Private

Founded 2015

Sells To Enterprises, Individuals

Pricing Model Subscription, Usage-based

Ownership Private

Claude

Provider Anthropic anthropic.com$139.7B raised · Series H

Founded 2021

Sells To Enterprises

Pricing Model Recurring, Usage-based

Ownership Venture Capital

Grok

Provider xAI x.ai$12.1B raised · Acquired Subsidiary

Founded 2023

Sells To Consumers, Enterprise

Pricing Model Recurring, Software

Ownership Equity, Venture Capital

Microsoft Copilot

Provider Microsoft microsoft.com$1M raised · Public

Founded 1975

Sells To Enterprises, Small Business

Pricing Model SaaS, Transactional

Ownership Public

Venice AI — API

Provider Venice AI venice.ai$70M raised · Series A

Founded 2024

Sells To B2B, B2C, Consumer, Developer, Enterprise

Pricing Model Recurring, SaaS, Software, Subscription, Transaction Fees, Usage-based

Ownership —

Venice AI — Marketplace

Provider Venice AI venice.ai$70M raised · Series A

Founded 2024

Sells To B2B, B2C, Consumer, Developer, Enterprise

Pricing Model Recurring, SaaS, Software, Subscription, Transaction Fees, Usage-based

Ownership —

Venice AI — App

Provider Venice AI venice.ai$70M raised · Series A

Founded 2024

Sells To B2B, B2C, Consumer, Developer, Enterprise

Pricing Model Recurring, SaaS, Software, Subscription, Transaction Fees, Usage-based

Ownership —

Granola Chat

Provider Granola granola.ai$192.3M raised · Series C

Founded 2023

Sells To Enterprises, Startup

Pricing Model SaaS, Subscription

Ownership Private

Grok Build

Provider xAI x.ai$12.1B raised · Acquired Subsidiary

Founded 2023

Sells To Consumers, Enterprise

Pricing Model Recurring, Software

Ownership Equity, Venture Capital

Kimi

Provider Moonshot AI moonshot.ai$3.6B raised · Series D

Founded 2023

Sells To Enterprises

Pricing Model Subscription

Ownership Private

Junie

Provider JetBrains jetbrains.com$0 raised

Founded 2000

Sells To Developers

Pricing Model Subscription

Ownership Private

Reflection AI — Frontier Open-Weight Language Models

Provider Reflection AI reflection.ai$2.2B raised · Series B

Founded 2024

Sells To B2B, Enterprise, Government

Pricing Model B2B

Ownership Private

Devin CLI

Provider Cognition cognition.ai$596M raised · Late Stage Private

Founded 2023

Sells To Enterprises

Pricing Model —

Ownership Private

OpenCode Go

Provider Anomaly anoma.ly$1.1M raised · Seed

Founded 2017

Sells To Enterprise, Small Business

Pricing Model Recurring, Software, Usage-based

Ownership Private, Venture Capital

OpenCode

Provider Anomaly anoma.ly$1.1M raised · Seed

Founded 2017

Sells To Enterprise, Small Business

Pricing Model Recurring, Software, Usage-based

Ownership Private, Venture Capital

Devin Desktop

Provider Cognition cognition.ai$596M raised · Late Stage Private

Founded 2023

Sells To Enterprises

Pricing Model —

Ownership Private

Devin

Provider Cognition cognition.ai$596M raised · Late Stage Private

Founded 2023

Sells To Enterprises

Pricing Model —

Ownership Private

Blitzy Platform

Provider Blitzy blitzy.com$200M raised · Growth

Founded 2023

Sells To Enterprises

Pricing Model Subscription

Ownership Private

Gemini Code Assist

Provider Alphabet abc.xyz$26.1M raised · Public

Founded 1998

Sells To Consumers, Enterprise

Pricing Model Advertising, Recurring, Transactional

Ownership Public

Cursor AI Code Editor

Provider Cursor cursor.com$3.4B raised · Series D

Founded 2022

Sells To Enterprises

Pricing Model Subscription

Ownership Private

GitHub Copilot

Provider GitHub github.com$7.8B raised · Acquired

Founded 2008

Sells To Enterprise

Pricing Model Recurring, Software, Usage-based

Ownership Acquired, Equity, Venture Capital

Mistral Vibe

Provider Mistral AI mistral.ai$4B raised · Late Stage Private

Founded 2023

Sells To Enterprises

Pricing Model Subscription, Usage-based

Ownership Private

Sourcegraph Amp

Provider Sourcegraph sourcegraph.com$248M raised · Series D

Founded 2013

Sells To Enterprise

Pricing Model Recurring

Ownership Private, Venture Capital

Cline Coding Agent

Provider Cline cline.bot$32M raised · Series A

Founded 2024

Sells To Enterprises, Individuals

Pricing Model Recurring Subscription, Recurring Usage-Based

Ownership Open-Source, Private

Droid

Provider Factory factory.ai$155M raised · Series C

Founded 2023

Sells To Enterprise

Pricing Model Recurring

Ownership Venture Capital

Google Antigravity

Provider Alphabet abc.xyz$26.1M raised · Public

Founded 1998

Sells To Consumers, Enterprise

Pricing Model Advertising, Recurring, Transactional

Ownership Public

Cline Enterprise

Provider Cline cline.bot$32M raised · Series A

Founded 2024

Sells To Enterprises, Individuals

Pricing Model Recurring Subscription, Recurring Usage-Based

Ownership Open-Source, Private

Cline for JetBrains

Provider Cline cline.bot$32M raised · Series A

Founded 2024

Sells To Enterprises, Individuals

Pricing Model Recurring Subscription, Recurring Usage-Based

Ownership Open-Source, Private

Cline CLI

Provider Cline cline.bot$32M raised · Series A

Founded 2024

Sells To Enterprises, Individuals

Pricing Model Recurring Subscription, Recurring Usage-Based

Ownership Open-Source, Private

Cline VS Code Extension

Provider Cline cline.bot$32M raised · Series A

Founded 2024

Sells To Enterprises, Individuals

Pricing Model Recurring Subscription, Recurring Usage-Based

Ownership Open-Source, Private

Codex CLI

Provider OpenAI openai.com$144.3B raised · Late Stage Private

Founded 2015

Sells To Enterprises, Individuals

Pricing Model Subscription, Usage-based

Ownership Private

OpenAI Codex

Provider OpenAI openai.com$144.3B raised · Late Stage Private

Founded 2015

Sells To Enterprises, Individuals

Pricing Model Subscription, Usage-based

Ownership Private

Claude Cowork

Provider Anthropic anthropic.com$139.7B raised · Series H

Founded 2021

Sells To Enterprises

Pricing Model Recurring, Usage-based

Ownership Venture Capital

ZeroEntropy — Managed Retrieval API

Provider ZeroEntropy zeroentropy.dev$4.2M raised · Seed

Founded 2024

Sells To Developers, Enterprise

Pricing Model SaaS

Ownership Private

ACE

Provider RingCentral ringcentral.com$453.7M raised · Public

Founded 1999

Sells To Enterprise, Small Business

Pricing Model Recurring, SaaS

Ownership Public

Gemini for Google Workspace

Provider Alphabet abc.xyz$26.1M raised · Public

Founded 1998

Sells To Consumers, Enterprise

Pricing Model Advertising, Recurring, Transactional

Ownership Public

Dropbox Dash

Provider Dropbox dropbox.com$1.7B raised · Public

Founded 2008

Sells To Enterprise, Small Business

Pricing Model Recurring, SaaS

Ownership Public

Notion AI

Provider Notion$343.2M raised · Series C

Founded 2016

Sells To Small Business

Pricing Model Recurring, Software

Ownership Venture Capital

Glean Assistant

Provider Glean glean.com$155M raised · Series C

Founded 2019

Sells To Enterprise

Pricing Model Recurring, Software

Ownership Venture Capital

Gong

Provider Gong gong.io$583M raised · Late Stage Private

Founded 2015

Sells To Enterprise

Pricing Model Recurring, Software

Ownership Venture Capital

DreamFlow

Provider FlutterFlow flutterflow.io$28M raised · Series A

Founded 2020

Sells To Enterprise, Small Business

Pricing Model Recurring, Software

Ownership Venture Capital

Replit Agent

Provider Replit replit.com$872M raised · Series D

Founded 2016

Sells To Enterprises, Small Business

Pricing Model Recurring

Ownership Venture Capital

Cursor

Provider Cursor cursor.com$3.4B raised · Series D

Founded 2022

Sells To Enterprises

Pricing Model Subscription

Ownership Private

Hyperagent

Provider Airtable airtable.com$1.4B raised · Late Stage Private

Founded 2013

Sells To Enterprise, Small Business

Pricing Model Recurring, SaaS

Ownership Private Equity, Venture Capital

Cursor Agent CLI

Provider Cursor cursor.com$3.4B raised · Series D

Founded 2022

Sells To Enterprises

Pricing Model Subscription

Ownership Private

Mellum

Provider JetBrains jetbrains.com$0 raised

Founded 2000

Sells To Developers

Pricing Model Subscription

Ownership Private

JetBrains AI Assistant

Provider JetBrains jetbrains.com$0 raised

Founded 2000

Sells To Developers

Pricing Model Subscription

Ownership Private

Codacy AI Inventory

Provider Codacy codacy.com$15M raised · Series B

Founded 2012

Sells To Developer

Pricing Model B2B Subscription, Subscription

Ownership —

DeepWiki

Provider Cognition cognition.ai$596M raised · Late Stage Private

Founded 2023

Sells To Enterprises

Pricing Model —

Ownership Private

Enterprise Context Graph Platform

Provider Jedify jedify.com$32.5M raised · Series A

Founded 2023

Sells To Enterprise

Pricing Model Subscription

Ownership Venture-backed private company

Snowflake — Intelligence

Provider Snowflake snowflake.com$2B raised · Public

Founded 2012

Sells To Enterprise

Pricing Model Recurring

Ownership Public

Qwen

Provider Alibaba Group$8.9B raised · Public

Founded 1999

Sells To Consumers, Enterprise, Enterprises, Small Business

Pricing Model Advertising, Subscription, Transactional

Ownership Public

RustRover

Provider JetBrains jetbrains.com$0 raised

Founded 2000

Sells To Developers

Pricing Model Subscription

Ownership Private

RubyMine

Provider JetBrains jetbrains.com$0 raised

Founded 2000

Sells To Developers

Pricing Model Subscription

Ownership Private

PhpStorm

Provider JetBrains jetbrains.com$0 raised

Founded 2000

Sells To Developers

Pricing Model Subscription

Ownership Private

DataGrip

Provider JetBrains jetbrains.com$0 raised

Founded 2000

Sells To Developers

Pricing Model Subscription

Ownership Private

Rider

Provider JetBrains jetbrains.com$0 raised

Founded 2000

Sells To Developers

Pricing Model Subscription

Ownership Private

CLion

Provider JetBrains jetbrains.com$0 raised

Founded 2000

Sells To Developers

Pricing Model Subscription

Ownership Private

GoLand

Provider JetBrains jetbrains.com$0 raised

Founded 2000

Sells To Developers

Pricing Model Subscription

Ownership Private

WebStorm

Provider JetBrains jetbrains.com$0 raised

Founded 2000

Sells To Developers

Pricing Model Subscription

Ownership Private

PyCharm

Provider JetBrains jetbrains.com$0 raised

Founded 2000

Sells To Developers

Pricing Model Subscription

Ownership Private

IntelliJ IDEA

Provider JetBrains jetbrains.com$0 raised

Founded 2000

Sells To Developers

Pricing Model Subscription

Ownership Private

Genie

Provider Databricks databricks.com$29.2B raised · Series I

Founded 2013

Sells To —

Pricing Model —

Ownership Equity, Venture Capital

Attribute	ZeroEntropy — Neural Reranker	Qdrant Vector Database	Command Models	ZeroEntropy — Embedding Model	Holo Models	Pioneer Fine-Tuning Agent	Mistral — Small Language Models	Claude Models API	Google Gemini	Holo Models API	Amazon Bedrock	Gemini API	OpenAI API	Claude Code	ChatGPT	Claude	Grok	Microsoft Copilot	Venice AI — API	Venice AI — Marketplace	Venice AI — App	Granola Chat	Grok Build	Kimi	Junie	Reflection AI — Frontier Open-Weight Language Models	Devin CLI	OpenCode Go	OpenCode	Devin Desktop	Devin	Blitzy Platform	Gemini Code Assist	Cursor AI Code Editor	GitHub Copilot	Mistral Vibe	Sourcegraph Amp	Cline Coding Agent	Droid	Google Antigravity	Cline Enterprise	Cline for JetBrains	Cline CLI	Cline VS Code Extension	Codex CLI	OpenAI Codex	Claude Cowork	ZeroEntropy — Managed Retrieval API	ACE	Gemini for Google Workspace	Dropbox Dash	Notion AI	Glean Assistant	Gong	DreamFlow	Replit Agent	Cursor	Hyperagent	Cursor Agent CLI	Mellum	JetBrains AI Assistant	Codacy AI Inventory	DeepWiki	Enterprise Context Graph Platform	Snowflake — Intelligence	Qwen	RustRover	RubyMine	PhpStorm	DataGrip	Rider	CLion	GoLand	WebStorm	PyCharm	IntelliJ IDEA	Genie
Provider	ZeroEntropy zeroentropy.dev$4.2M raised · Seed	Qdrant qdrant.tech$87.8M raised · Series B	Cohere AI cohere.com$1.4B raised · Series E	ZeroEntropy zeroentropy.dev$4.2M raised · Seed	H Company hcompany.ai$220M raised · Seed	Fastino	Mistral AI mistral.ai$4B raised · Late Stage Private	Anthropic anthropic.com$139.7B raised · Series H	Alphabet abc.xyz$26.1M raised · Public	H Company hcompany.ai$220M raised · Seed	Amazon amazon.com$63M raised · Public	Alphabet abc.xyz$26.1M raised · Public	OpenAI openai.com$144.3B raised · Late Stage Private	Anthropic anthropic.com$139.7B raised · Series H	OpenAI openai.com$144.3B raised · Late Stage Private	Anthropic anthropic.com$139.7B raised · Series H	xAI x.ai$12.1B raised · Acquired Subsidiary	Microsoft microsoft.com$1M raised · Public	Venice AI venice.ai$70M raised · Series A	Venice AI venice.ai$70M raised · Series A	Venice AI venice.ai$70M raised · Series A	Granola granola.ai$192.3M raised · Series C	xAI x.ai$12.1B raised · Acquired Subsidiary	Moonshot AI moonshot.ai$3.6B raised · Series D	JetBrains jetbrains.com$0 raised	Reflection AI reflection.ai$2.2B raised · Series B	Cognition cognition.ai$596M raised · Late Stage Private	Anomaly anoma.ly$1.1M raised · Seed	Anomaly anoma.ly$1.1M raised · Seed	Cognition cognition.ai$596M raised · Late Stage Private	Cognition cognition.ai$596M raised · Late Stage Private	Blitzy blitzy.com$200M raised · Growth	Alphabet abc.xyz$26.1M raised · Public	Cursor cursor.com$3.4B raised · Series D	GitHub github.com$7.8B raised · Acquired	Mistral AI mistral.ai$4B raised · Late Stage Private	Sourcegraph sourcegraph.com$248M raised · Series D	Cline cline.bot$32M raised · Series A	Factory factory.ai$155M raised · Series C	Alphabet abc.xyz$26.1M raised · Public	Cline cline.bot$32M raised · Series A	Cline cline.bot$32M raised · Series A	Cline cline.bot$32M raised · Series A	Cline cline.bot$32M raised · Series A	OpenAI openai.com$144.3B raised · Late Stage Private	OpenAI openai.com$144.3B raised · Late Stage Private	Anthropic anthropic.com$139.7B raised · Series H	ZeroEntropy zeroentropy.dev$4.2M raised · Seed	RingCentral ringcentral.com$453.7M raised · Public	Alphabet abc.xyz$26.1M raised · Public	Dropbox dropbox.com$1.7B raised · Public	Notion$343.2M raised · Series C	Glean glean.com$155M raised · Series C	Gong gong.io$583M raised · Late Stage Private	FlutterFlow flutterflow.io$28M raised · Series A	Replit replit.com$872M raised · Series D	Cursor cursor.com$3.4B raised · Series D	Airtable airtable.com$1.4B raised · Late Stage Private	Cursor cursor.com$3.4B raised · Series D	JetBrains jetbrains.com$0 raised	JetBrains jetbrains.com$0 raised	Codacy codacy.com$15M raised · Series B	Cognition cognition.ai$596M raised · Late Stage Private	Jedify jedify.com$32.5M raised · Series A	Snowflake snowflake.com$2B raised · Public	Alibaba Group$8.9B raised · Public	JetBrains jetbrains.com$0 raised	JetBrains jetbrains.com$0 raised	JetBrains jetbrains.com$0 raised	JetBrains jetbrains.com$0 raised	JetBrains jetbrains.com$0 raised	JetBrains jetbrains.com$0 raised	JetBrains jetbrains.com$0 raised	JetBrains jetbrains.com$0 raised	JetBrains jetbrains.com$0 raised	JetBrains jetbrains.com$0 raised	Databricks databricks.com$29.2B raised · Series I
Founded	2024	2021	2019	2024	2023	—	2023	2021	1998	2023	1994	1998	2015	2021	2015	2021	2023	1975	2024	2024	2024	2023	2023	2023	2000	2024	2023	2017	2017	2023	2023	2023	1998	2022	2008	2023	2013	2024	2023	1998	2024	2024	2024	2024	2015	2015	2021	2024	1999	1998	2008	2016	2019	2015	2020	2016	2022	2013	2022	2000	2000	2012	2023	2023	2012	1999	2000	2000	2000	2000	2000	2000	2000	2000	2000	2000	2013
Sells To	Developers, Enterprise	—	Enterprise	Developers, Enterprise	Enterprise	—	Enterprises	Enterprises	Consumers, Enterprise	Enterprise	Consumers, Enterprise, Individuals	Consumers, Enterprise	Enterprises, Individuals	Enterprises	Enterprises, Individuals	Enterprises	Consumers, Enterprise	Enterprises, Small Business	B2B, B2C, Consumer, Developer, Enterprise	B2B, B2C, Consumer, Developer, Enterprise	B2B, B2C, Consumer, Developer, Enterprise	Enterprises, Startup	Consumers, Enterprise	Enterprises	Developers	B2B, Enterprise, Government	Enterprises	Enterprise, Small Business	Enterprise, Small Business	Enterprises	Enterprises	Enterprises	Consumers, Enterprise	Enterprises	Enterprise	Enterprises	Enterprise	Enterprises, Individuals	Enterprise	Consumers, Enterprise	Enterprises, Individuals	Enterprises, Individuals	Enterprises, Individuals	Enterprises, Individuals	Enterprises, Individuals	Enterprises, Individuals	Enterprises	Developers, Enterprise	Enterprise, Small Business	Consumers, Enterprise	Enterprise, Small Business	Small Business	Enterprise	Enterprise	Enterprise, Small Business	Enterprises, Small Business	Enterprises	Enterprise, Small Business	Enterprises	Developers	Developers	Developer	Enterprises	Enterprise	Enterprise	Consumers, Enterprise, Enterprises, Small Business	Developers	Developers	Developers	Developers	Developers	Developers	Developers	Developers	Developers	Developers	—
Pricing Model	SaaS	—	Recurring, SaaS	SaaS	SaaS	—	Subscription, Usage-based	Recurring, Usage-based	Advertising, Recurring, Transactional	SaaS	Advertising, Recurring, Transactional	Advertising, Recurring, Transactional	Subscription, Usage-based	Recurring, Usage-based	Subscription, Usage-based	Recurring, Usage-based	Recurring, Software	SaaS, Transactional	Recurring, SaaS, Software, Subscription, Transaction Fees, Usage-based	Recurring, SaaS, Software, Subscription, Transaction Fees, Usage-based	Recurring, SaaS, Software, Subscription, Transaction Fees, Usage-based	SaaS, Subscription	Recurring, Software	Subscription	Subscription	B2B	—	Recurring, Software, Usage-based	Recurring, Software, Usage-based	—	—	Subscription	Advertising, Recurring, Transactional	Subscription	Recurring, Software, Usage-based	Subscription, Usage-based	Recurring	Recurring Subscription, Recurring Usage-Based	Recurring	Advertising, Recurring, Transactional	Recurring Subscription, Recurring Usage-Based	Recurring Subscription, Recurring Usage-Based	Recurring Subscription, Recurring Usage-Based	Recurring Subscription, Recurring Usage-Based	Subscription, Usage-based	Subscription, Usage-based	Recurring, Usage-based	SaaS	Recurring, SaaS	Advertising, Recurring, Transactional	Recurring, SaaS	Recurring, Software	Recurring, Software	Recurring, Software	Recurring, Software	Recurring	Subscription	Recurring, SaaS	Subscription	Subscription	Subscription	B2B Subscription, Subscription	—	Subscription	Recurring	Advertising, Subscription, Transactional	Subscription	Subscription	Subscription	Subscription	Subscription	Subscription	Subscription	Subscription	Subscription	Subscription	—
Ownership	Private	—	Venture Capital	Private	Privately Held	—	Private	Venture Capital	Public	Privately Held	Public	Public	Private	Venture Capital	Private	Venture Capital	Equity, Venture Capital	Public	—	—	—	Private	Equity, Venture Capital	Private	Private	Private	Private	Private, Venture Capital	Private, Venture Capital	Private	Private	Private	Public	Private	Acquired, Equity, Venture Capital	Private	Private, Venture Capital	Open-Source, Private	Venture Capital	Public	Open-Source, Private	Open-Source, Private	Open-Source, Private	Open-Source, Private	Private	Private	Venture Capital	Private	Public	Public	Public	Venture Capital	Venture Capital	Venture Capital	Venture Capital	Venture Capital	Private	Private Equity, Venture Capital	Private	Private	Private	—	Private	Venture-backed private company	Public	Public	Private	Private	Private	Private	Private	Private	Private	Private	Private	Private	Equity, Venture Capital

Companies

Companies

ZeroEntropy — Neural Reranker

Overview

ZeroEntropy — Neural Reranker - About

ZeroEntropy — Neural Reranker - Classification

Competing Products & Services