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Make

Full company profile

uuid0003y3b

Namestring
Make
Legal namestring
Celonis, Inc.
Websiteurl
make.com
Company typeenum
Private
Founded yearint
2015
Operating statusenum
Operating
Ownership categoryenum
Headcount rangeband
251–500
akta.pro rankint
HeadquartersPrague, Czechia
HQ citystring
Prague
HQ countrystring
Czechia
HQ regionstring
Europe
Markets served

Serves global market

Offices3 records

Each record includes

City, Country, Type, Description, Source

Keyword5 values
workflow automation platform, no-code automation software, AI integration tools, business process automation, visual automation builder
SIC code1 code
  • Services-Prepackaged Software7372
Product category
Workflow Automation Software
Social media profiles2 records
GTM motion2 records

Each record includes

Type, Description, Source

Revenue model1 record
1Subscription - Credit-Based SaaS
TypeSubscription Recurring
Description

Credit-based billing model where users pay for operations/credits consumed. Transitioned from operations-based to credit-based billing in August 2025. Pricing tiers from free plan (1,000 credits) to Enterprise plans supporting up to 8 million credits monthly. Standardized extra credit purchases at 25% premium above base plan rates. One credit per step (trigger, filter, action, or router). Custom AI provider connections available on all paid tiers. Cost advantage vs competitors: approximately 10,000 operations for roughly €9 vs Zapier's 750 tasks at €19.99.

make.com
Marketing channels11 records

Each record includes

Title, Type, Stage, Description, Source

Distribution channels5 records

Each record includes

Title, Type, Scope, Target buyer, Description, Source

Cost components5 values
Technology or R&D, Personnel, Marketing or Sales, Infrastructure, Operations
Pricing details4 tiers
1Free Plan
ModelFreemiumBilling cadenceMonthly
Notes

1,000 credits per month. No credit card required. No time limit. Includes access to 3,000+ integrations and basic automation features.

make.com
2Core Plan (starting price)
ModelSubscriptionBilling cadenceMonthly
Notes

Starts at approximately $9/month. Credit-based billing: one credit per step (trigger, filter, action, or router). Note: credit model charges for every conditional step, so complex workflows can accumulate costs faster than simple linear ones.

zapier.com
3Core Plan - Base rate
ModelSubscriptionBilling cadenceMonthly
Notes

Transitioned to credit-based model in August 2025. Base plan rate for credits. Extra credit purchases standardized at 25% premium above base plan rates. Custom AI provider connections available on all paid tiers.

getaiperks.com
4Enterprise Plan
ModelSubscriptionBilling cadenceMulti-year contract
Notes

Custom pricing tailored to organization needs. Supports up to 8 million credits monthly. Includes SSO, audit logs, analytics dashboards, 24/7 support, dedicated Value Engineers, governance controls, and role-based access. Available via AWS Marketplace with PPA (Private Pricing Agreement) options.

coworker.ai
GTM typeB2B
B2B
Offering typeSoftware
Software
Brand1 of 6 records shown
1Make MCP Server
Description

Model Context Protocol server that connects AI tools to Make scenarios, allowing AI agents like ChatGPT and Claude to execute workflows

make.com
+5 more records
Core offering1 text field

Make is a visual AI automation platform that enables users to connect 3,000+ apps, data sources, and AI models to build and manage workflows and AI agents through a drag-and-drop canvas, natural language prompts via Maia, or custom code via Make Code. The platform is delivered as a credit-based SaaS subscription spanning free, Core, Teams, and Enterprise tiers, with complementary capabilities such as Make AI Agents, Make Grid observability, MCP Server connectivity, and on-premises agents for enterprise security.

Differentiator
Functional benefit
Problem solved
Quantifiable outcome1 of 9 values shown
  • Make delivers approximately 10,000 operations for roughly €9 compared to Zapier's 750 tasks at €19.99 — significant cost advantage at scale for traditional automation workflows.
+8 more records
Product overview1 text field

Make is a visual AI automation platform offering a unified platform-plus-modules architecture. The core Make platform provides visual workflow automation through drag-and-drop building, with AI capabilities powered by Make AI Agents and integrated third-party AI models. Key modules include Make Grid for automation landscape visualization, Make MCP Server for AI tool connectivity, Maia for natural language automation building, Make AI Toolkit with pre-built AI functions, and Make Code for custom scripting. The platform serves organizations from SMBs to enterprises through tiered pricing (Free, Core, Teams, Enterprise), with over 3,000 native app integrations and 400+ AI app integrations. Make operates as part of Celonis and hosts an annual Waves conference in Prague.

Product and service9 records
1Make Platform
CategoryCore Automation Platform
Description

The flagship visual AI automation platform enabling users to build and manage automations and AI agents through a drag-and-drop canvas, natural language prompts via Maia, or custom code via Make Code. Connects 3,000+ apps and supports AI-powered workflows for businesses of all sizes.

2Make AI Agents
CategoryAI Agents
Description

Autonomous AI agents built within the Make platform that adapt in real time, determine steps based on defined goals, and execute complex workflows with limited human intervention. Agents can solve problems autonomously, leverage global knowledge, and dynamically adjust behavior with full reasoning-step transparency.

3Make Grid
CategoryAutomation Observability
Description

Automatically generated visual map providing a holistic view of an organization's entire AI and automation landscape. Enables real-time observability, dependency identification, data flow visibility, and visual troubleshooting across all Make workflows and agents.

4Make MCP Server
CategoryAI Connectivity Infrastructure
Description

Model Context Protocol server that connects AI tools (ChatGPT, Claude, Cursor, and other MCP-compatible AI) to Make scenarios, allowing AI agents to access and execute Make workflows as callable tools, with access to 3,000+ apps and 30,000+ actions.

5Maia by Make
CategoryAI Assistant
Description

AI assistant feature that enables building automations and AI workflows through natural language conversation. Users describe desired workflows in plain language and Maia constructs the automation, reducing the need for prompt or coding expertise.

6Make AI Toolkit
CategoryAI Modules
Description

Built-in suite of AI modules including categorization, summarization, text generation, sentiment analysis, and content extraction provided as pre-built, no-code modules that require no prompt engineering expertise.

7Make AI Web Search
CategoryAI Modules
Description

Built-in module for pulling real-time web data directly into automation scenarios, eliminating the need for external APIs, scraping tools, or additional accounts.

8Make On-Prem Agents
CategoryEnterprise Deployment
Description

On-premises deployment option allowing secure access to local networks not exposed to the internet and use of data from core business applications to protect critical workflows with high security requirements.

9Make Academy
CategoryEducation and Training
Description

E-learning platform providing structured courses and educational content to help users learn the Make automation platform and develop automation skills. Free access for users, with a parallel Digital Education Program for students.

Scale indicator8 records

Each record includes

Type, Value, Description, Source

Partnership6 partners
Strategic tierMinorTypeStrategic or Co-development PartnerAnnounced on2026-04-16
Description

Make opened a Mentorship Office at STATION F in Paris, establishing a permanent physical presence at the world's largest startup campus. This signals France as a strategic growth market. Over 200 STATION F startups are already enrolled in Make's Startup Programme.

Strategic tierMinorTypeGTM or Marketing PartnerAnnounced on2026-02-08
Description

Make partnered as Official AI Automation Partner for the inaugural FIDE Freestyle Chess World Championship in Hamburg, Germany, scheduled for February 2026. This sponsorship positions Make in a high-profile global event to increase brand visibility.

Strategic tierMinorTypeGTM or Marketing PartnerAnnounced on2026-02-04
Description

Loubby AI partnered with Make through the Make Digital Education Program to expand access to automation and AI tools for learners across Africa. The program, valued at $5,000 but offered at no cost, trained more than 4,000 professionals who built over 800 practical automation use cases. Graduates receive six months of complimentary access to Make's Core plan.

Strategic tierCoreTypeOthers
Description

Make is part of Celonis, the leading process mining and execution management software company valued at $13 billion. This is a parent-subsidiary relationship, with Make operating as a business unit within Celonis. Celonis provides enterprise distribution, credibility, and potential cross-sell synergies for Make's automation platform.

Strategic tierCoreTypeTechnology or Integration
Description

Make MCP Server enables ChatGPT to call Make scenarios as structured, secure, callable tools. Deep native integration with OpenAI (ChatGPT, Sora, Whisper) available as pre-built app integration. Make Skills for Claude official plugin also available.

Strategic tierCoreTypeTechnology or Integration
Description

Make MCP Server enables Claude to call Make scenarios as structured, secure, callable tools. Anthropic Claude available as pre-built integration. Official Make Skills plugin for Claude available at skills.make.com.

Recent move7 records

Each record includes

Date, Type, Title, Description, Source

Expansion highlight7 records

Each record includes

Type, Description

Peers10 records
TypeDirect peer
Description

Largest direct competitor in no-code workflow automation, connecting thousands of apps through trigger-action 'Zaps'. Make competes head-to-head with Zapier on integration breadth, ease of use, and pricing — Make's €9 vs €19.99 cost wedge is explicitly positioned against Zapier.

TypeDirect peer
Description

Open-source workflow automation platform offering a fair-code self-hostable alternative. n8n's visual builder, AI agent features, and 400+ native integrations make it a direct comparison set for Make, especially among cost-sensitive and developer-led buyers.

TypeBroad incumbent
Description

Enterprise integration platform owned by Salesforce, providing API-led connectivity, RPA, and automation across CRM, ERP, and SaaS ecosystems. Competes with Make's enterprise IT/automation use cases within Salesforce-led accounts.

TypeBroad incumbent
Description

Enterprise iPaaS owned by Francisco Partners, offering cloud integration, API management, and workflow automation. Competes with Make's Enterprise tier for large system-of-record integration projects (SAP, NetSuite, Workday).

TypeDirect peer
Description

Enterprise iPaaS platform focused on business-led integration and workflow automation. Workato competes with Make's Enterprise plan for large-customer deals, offering governance, AI, and pre-built recipes for IT, sales, finance, and HR.

TypeEmerging player
Description

Consumer and SMB workflow automation service connecting apps, smart devices, and web services. Less enterprise-focused than Make but addresses similar 'connect apps without code' use cases at smaller scale and lower price points.

TypeEmerging player
Description

Developer-focused workflow automation platform combining no-code workflows with code-level extensibility (Node.js, Python, Go). Overlaps with Make's Make Code and hybrid-builder positioning among technical buyers.

TypeDirect peer
Description

Enterprise integration and workflow automation platform (now Tray.ai) emphasizing AI-augmented integration, API-first architecture, and large-system connectivity. Direct competitor for Make's enterprise integrations and AI-agent positioning.

TypeEmerging player
Description

AI-agent focused workflow platform enabling users to build autonomous assistants without code. Represents the next-generation AI-native competitor to Make's Make AI Agents, focusing on conversational triggers and goal-based automation rather than visual workflow design.

TypeBroad incumbent
Description

Microsoft's enterprise RPA and workflow automation suite bundled with Microsoft 365 and Dynamics 365. Competes with Make at enterprise scale via aggressive bundling, native Copilot integration, and integration with Power Platform.

Market position
Strengths4 records

Each record includes

Headline, Details, Source

Weaknesses4 records

Each record includes

Headline, Details, Source

Competitive moat5 records

Each record includes

Type, Details

Key risks6 records

Each record includes

Headline, Details, Source

Key highlights7 records

Each record includes

Headline, Details, Source

Customer concentration

Classification, Details

Named customers15 records

Each record includes

Name, Industry, Type, Use case, Source, UUID

Segment10 records

Each record includes

Title, Type, Primary, Description, Pain point addressed, Use case, Source

Ideal customer profile4 records

Each record includes

Profile, Firmographic size, Sales motion, Sales cycle length, Buying structure, Purchase trigger, Buyer persona, Geography, Industry vertical, Primary use case, Description, Pain points, Evidence proof points, Target buyer

Technology focused
Yes
API detail
Has APIbool
Yes

Docs URL, Description

Integration82 records

Each record includes

Title, Type, Description, Source

AI capability17 records

Each record includes

Type, Description, Source

AI maturity
App detail

Has app

Feature16 records

Each record includes

Title, Differentiator, Description, Source

Core technology
Revenue estimate
Valuation estimate
Number of profiles
Profiles8 records

Each record includes

Name, Designation, Designation category, Overview, Profile commentary, Source

No data
Compliance3 records

Each record includes

Name, Class, Description

Funding overview

Funding stage, Last funding date, Total funding USD

Funding rounds

Each record includes

Round, Amount USD, Date, Pre money valuation, Total investors, Investors, News

Investors

Each record includes

Name, Type, Date of entry, Rounds participated, Website

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Each record includes

Name, Acquisition type, Announced date, Completed date, Status, Website, News

Investment

Each record includes

Name, Round, Announced date, Lead investor, Website, News

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Make

Workflow Automation Softwaremake.com

Make firmographics

Firmographics
Name
Make
Legal name
Celonis, Inc.
Website
https://make.com
Company type
Private
Founded year
2015
Operating status
Operating
Headcount range
251–500 employees
Ownership category
akta.pro rank

Where Make is headquartered

Location

Headquarters

HQ city
Prague
HQ country
Czechia
HQ region
Europe

Offices3 records

Markets served

Make business model

Business model
GTM type
B2B
Offering type
Software
Cost components
Technology or R&D, Personnel, Marketing or Sales, Infrastructure, Operations

Revenue model

  1. Subscription - Credit-Based SaaS: Credit-based billing model where users pay for operations/credits consumed. Transitioned from operations-based to credit-based billing in August 2025. Pricing tiers from free plan (1,000 credits) to Enterprise plans supporting up to 8 million credits monthly. Standardized extra credit purchases at 25% premium above base plan rates. One credit per step (trigger, filter, action, or router). Custom AI provider connections available on all paid tiers. Cost advantage vs competitors: approximately 10,000 operations for roughly €9 vs Zapier's 750 tasks at €19.99.

Pricing tiers

ModelBillingPrice
FreemiumMonthlyFree Plan
SubscriptionMonthlyCore Plan (starting price)
SubscriptionMonthlyCore Plan - Base rate
SubscriptionMulti-year contractEnterprise Plan

Go-to-market motion2 records

Distribution channels5 records

Marketing channels11 records

Make product offering

Product offering

Core offering

Make is a visual AI automation platform that enables users to connect 3,000+ apps, data sources, and AI models to build and manage workflows and AI agents through a drag-and-drop canvas, natural language prompts via Maia, or custom code via Make Code. The platform is delivered as a credit-based SaaS subscription spanning free, Core, Teams, and Enterprise tiers, with complementary capabilities such as Make AI Agents, Make Grid observability, MCP Server connectivity, and on-premises agents for enterprise security.

Product overview

Make is a visual AI automation platform offering a unified platform-plus-modules architecture. The core Make platform provides visual workflow automation through drag-and-drop building, with AI capabilities powered by Make AI Agents and integrated third-party AI models. Key modules include Make Grid for automation landscape visualization, Make MCP Server for AI tool connectivity, Maia for natural language automation building, Make AI Toolkit with pre-built AI functions, and Make Code for custom scripting. The platform serves organizations from SMBs to enterprises through tiered pricing (Free, Core, Teams, Enterprise), with over 3,000 native app integrations and 400+ AI app integrations. Make operates as part of Celonis and hosts an annual Waves conference in Prague.

Differentiator

Problem solved

Functional benefit

Brands

  • Make MCP Server: Model Context Protocol server that connects AI tools to Make scenarios, allowing AI agents like ChatGPT and Claude to execute workflows
  • Make AI Agents
  • Make Grid
  • Maia by Make
  • Make AI Toolkit
  • Agentic Automation

Products and services

  • Make Platform The flagship visual AI automation platform enabling users to build and manage automations and AI agents through a drag-and-drop canvas, natural language prompts via Maia, or custom code via Make Code. Connects 3,000+ apps and supports AI-powered workflows for businesses of all sizes.
  • Make AI Agents Autonomous AI agents built within the Make platform that adapt in real time, determine steps based on defined goals, and execute complex workflows with limited human intervention. Agents can solve problems autonomously, leverage global knowledge, and dynamically adjust behavior with full reasoning-step transparency.
  • Make Grid Automatically generated visual map providing a holistic view of an organization's entire AI and automation landscape. Enables real-time observability, dependency identification, data flow visibility, and visual troubleshooting across all Make workflows and agents.
  • Make MCP Server Model Context Protocol server that connects AI tools (ChatGPT, Claude, Cursor, and other MCP-compatible AI) to Make scenarios, allowing AI agents to access and execute Make workflows as callable tools, with access to 3,000+ apps and 30,000+ actions.
  • Maia by Make AI assistant feature that enables building automations and AI workflows through natural language conversation. Users describe desired workflows in plain language and Maia constructs the automation, reducing the need for prompt or coding expertise.
  • Make AI Toolkit Built-in suite of AI modules including categorization, summarization, text generation, sentiment analysis, and content extraction provided as pre-built, no-code modules that require no prompt engineering expertise.
  • Make AI Web Search Built-in module for pulling real-time web data directly into automation scenarios, eliminating the need for external APIs, scraping tools, or additional accounts.
  • Make On-Prem Agents On-premises deployment option allowing secure access to local networks not exposed to the internet and use of data from core business applications to protect critical workflows with high security requirements.
  • Make Academy E-learning platform providing structured courses and educational content to help users learn the Make automation platform and develop automation skills. Free access for users, with a parallel Digital Education Program for students.

Quantifiable outcome

  • Make delivers approximately 10,000 operations for roughly €9 compared to Zapier's 750 tasks at €19.99 — significant cost advantage at scale for traditional automation workflows.
  • +8 more outcomes

Companies that use Make

Customer profile

Named customers15 records

Segments10 records

Ideal customer profiles4 records

Make technology and API

Technology

Technology focussed Yes

API detail

Has API
Yes
API docs
API detail

Core technology

AI maturity

App detail

Integration82 records

AI capability17 records

Feature16 records

Make partnerships and signals

Strategic signal

Partnerships

Six partnerships are on record, tiered minor and core.

  • STATION FminorStrategic or Co-development Partner · 16 April 2026Make opened a Mentorship Office at STATION F in Paris, establishing a permanent physical presence at the world's largest startup campus. This signals France as a strategic growth market. Over 200 STATION F startups are already enrolled in Make's Startup Programme.
  • FIDE Freestyle Chess / Freestyle ChessminorGTM or Marketing Partner · 8 February 2026Make partnered as Official AI Automation Partner for the inaugural FIDE Freestyle Chess World Championship in Hamburg, Germany, scheduled for February 2026. This sponsorship positions Make in a high-profile global event to increase brand visibility.
  • Loubby AIminorGTM or Marketing Partner · 4 February 2026Loubby AI partnered with Make through the Make Digital Education Program to expand access to automation and AI tools for learners across Africa. The program, valued at $5,000 but offered at no cost, trained more than 4,000 professionals who built over 800 practical automation use cases. Graduates receive six months of complimentary access to Make's Core plan.
  • CeloniscoreOthersMake is part of Celonis, the leading process mining and execution management software company valued at $13 billion. This is a parent-subsidiary relationship, with Make operating as a business unit within Celonis. Celonis provides enterprise distribution, credibility, and potential cross-sell synergies for Make's automation platform.
  • ChatGPT (OpenAI)coreTechnology or IntegrationMake MCP Server enables ChatGPT to call Make scenarios as structured, secure, callable tools. Deep native integration with OpenAI (ChatGPT, Sora, Whisper) available as pre-built app integration. Make Skills for Claude official plugin also available.
  • Claude (Anthropic)coreTechnology or IntegrationMake MCP Server enables Claude to call Make scenarios as structured, secure, callable tools. Anthropic Claude available as pre-built integration. Official Make Skills plugin for Claude available at skills.make.com.

Scale indicators8 records

Recent moves7 records

Expansion highlights7 records

Make competitors and assessment

Company assessment

Direct peers

  • Zapier: Largest direct competitor in no-code workflow automation, connecting thousands of apps through trigger-action 'Zaps'. Make competes head-to-head with Zapier on integration breadth, ease of use, and pricing — Make's €9 vs €19.99 cost wedge is explicitly positioned against Zapier.
  • n8n: Open-source workflow automation platform offering a fair-code self-hostable alternative. n8n's visual builder, AI agent features, and 400+ native integrations make it a direct comparison set for Make, especially among cost-sensitive and developer-led buyers.
  • Workato: Enterprise iPaaS platform focused on business-led integration and workflow automation. Workato competes with Make's Enterprise plan for large-customer deals, offering governance, AI, and pre-built recipes for IT, sales, finance, and HR.
  • Tray.io: Enterprise integration and workflow automation platform (now Tray.ai) emphasizing AI-augmented integration, API-first architecture, and large-system connectivity. Direct competitor for Make's enterprise integrations and AI-agent positioning.

Broad incumbents

  • MuleSoft (Salesforce): Enterprise integration platform owned by Salesforce, providing API-led connectivity, RPA, and automation across CRM, ERP, and SaaS ecosystems. Competes with Make's enterprise IT/automation use cases within Salesforce-led accounts.
  • Boomi: Enterprise iPaaS owned by Francisco Partners, offering cloud integration, API management, and workflow automation. Competes with Make's Enterprise tier for large system-of-record integration projects (SAP, NetSuite, Workday).
  • Microsoft Power Automate: Microsoft's enterprise RPA and workflow automation suite bundled with Microsoft 365 and Dynamics 365. Competes with Make at enterprise scale via aggressive bundling, native Copilot integration, and integration with Power Platform.

Emerging players

  • IFTTT: Consumer and SMB workflow automation service connecting apps, smart devices, and web services. Less enterprise-focused than Make but addresses similar 'connect apps without code' use cases at smaller scale and lower price points.
  • Pipedream: Developer-focused workflow automation platform combining no-code workflows with code-level extensibility (Node.js, Python, Go). Overlaps with Make's Make Code and hybrid-builder positioning among technical buyers.
  • Lindy AI: AI-agent focused workflow platform enabling users to build autonomous assistants without code. Represents the next-generation AI-native competitor to Make's Make AI Agents, focusing on conversational triggers and goal-based automation rather than visual workflow design.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

Make social profiles

Digital presence

Make compliance and trust

Trust signal

Compliance3 records

Make financial estimates

Financial estimate

Revenue estimate

Valuation estimate

Make leadership team

Management profile

Number of profiles

Profiles8 records

Make funding detail

Funding detail

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

Make M&A and investment

M&A and investment

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Make

What does Make do?

Make is a visual AI automation platform that enables users to connect 3,000+ apps, data sources, and AI models to build and manage workflows and AI agents through a drag-and-drop canvas, natural language prompts via Maia, or custom code via Make Code. The platform is delivered as a credit-based SaaS subscription spanning free, Core, Teams, and Enterprise tiers, with complementary capabilities such as Make AI Agents, Make Grid observability, MCP Server connectivity, and on-premises agents for enterprise security.

Is Make a public or private company?

Make is a private company. It is classified as corporate owned and is currently operating.

When was Make founded?

Make was founded in 2015. It employs 251 to 500 people.

Where is Make based?

Make is headquartered in Prague, Czechia, in the Europe region.

How does Make make money?

One revenue line is on record: subscription - Credit-Based SaaS.

Who are Make's main competitors?

Direct peers on record are Zapier, n8n, Workato and Tray.io. Broad incumbents are MuleSoft (Salesforce), Boomi and Microsoft Power Automate. Emerging players are IFTTT, Pipedream and Lindy AI.

Does Make have an API?

Yes. Make offers the Make MCP Server which provides Model Context Protocol connectivity, allowing AI tools like ChatGPT, Claude, Cursor, and other MCP-compatible AI agents to connect to Make and access 3,000+ apps and 30,000+ actions. The MCP Server is included in all plans at no extra cost. Make also provides an HTTP app for connecting to any API, and Make Code for writing custom JavaScript or Python in workflows. Developer documentation is at developers.make.com.

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Live signals
ExameComo construir um agente no-code em 15 minutos que responde seus clientesA guide explains how to build a no-code AI agent in 15 minutes using platforms like Zapier and Make to answer customer questions. It covers defining the agent's role, feeding it company information, choosing a channel, and testing before launch. The guide advises starting with simple responses and expanding permissions cautiously.diginomicaWant to get a handle on AI’s impact? Make's CTO says you should make your enterprise look like SimCityMake CTO Patrik Šimek argues that enterprises should visualize their automation landscapes like a city, using Grid, an auto-generated interactive map. He says Grid helps validate AI-generated changes and may evolve into a chat-based interface. He also envisions Grid integrating third-party systems.Analytics InsightZapier vs Make vs n8n vs Pipedream: Which Workflow Automation Tool is Best?Zapier, Make, n8n, and Pipedream are compared across ease of use, pricing, AI, APIs, code, and scalability. Zapier is best for non-technical teams, Make for complex visual workflows, n8n for technical and AI automation, and Pipedream for developer-focused API work. n8n is identified as the strongest overall platform for technical and AI-heavy automation.The Next WebBuild the pipeline your investors want to seeSeed-stage B2B startups should build a detailed pipeline to show investors, as revenue alone is insufficient. The article promotes an Amsterdam workshop on AI agents for sales and go-to-market, co-hosted by HubSpot, Arches Capital, Make, and TAG, with 60 places.TrendoutsiderTop AI Agent Startups 2026This article is a comprehensive guide profiling the top 20 AI agent startups in 2026, organized by function: customer service (Sierra, Harvey, Yuma AI, Maven AGI), autonomous coding (Cognition AI, Cursor, GitHub Copilot), sales operations (Penciled), workflow automation (Glean, n8n, Make), and vertical specialists (Brickanta, Bravi, Moveworks, Olas). The guide emphasizes that vertical specialization beats horizontal generalization, outcomes-based pricing is displacing subscriptions, and enterprise AI agents are gaining faster traction than consumer applications, with Sierra reportedly reaching $100M ARR in just 7 quarters.Analytics InsightTop AI Automation Tools in 2026 for Enterprise Efficiency and Workflow OptimizationThis article provides a comprehensive buyers guide comparing leading AI automation platforms for enterprise workflow optimization, covering categories including no-code SaaS automation, self-hosted developer platforms, Microsoft-native tools, robotic process automation (RPA), and AI-native agent builders. The guide evaluates tools such as Zapier, Make, n8n, Power Automate, UiPath, and Automation Anywhere based on factors like integration capabilities, data residency requirements, governance needs, and suitability for technical versus non-technical teams. Key recommendations emphasize matching automation tools to specific organizational needs, legacy system requirements, and compliance obligations rather than selecting based on feature breadth alone.SupermetricsThe 11 best AI workflow automation tools for data-minded businesses (2026)This article is a buyer's guide ranking and reviewing 11 AI workflow automation tools for businesses, with Supermetrics ranked #1, followed by Zapier, Make, and others serving different use cases from no-code marketing teams to enterprise orchestration. The piece highlights a gap between AI adoption pressure — 80% of marketers face moderate or significant pressure to adopt AI — and actual implementation, with fewer than 6% of organizations having fully embedded AI workflows. It provides pricing, key features, and best-use guidance for each tool, along with criteria for selecting the right platform based on team technical ability, integration needs, and pricing models.GoodcallMake.com vs. n8n: Which Automation Tool Actually Fits Your Business?The article provides a comparative analysis of Make.com and n8n, two workflow automation platforms, highlighting their differences in target audience, pricing models, and technical capabilities. It positions Make.com as suitable for non-technical teams seeking ease of use and pre-built connectors, while n8n is recommended for developers requiring control, self-hosting options, and advanced AI agent features. The piece also details how Goodcall's voice AI integrates with both platforms to automate inbound call workflows.BubbleNo Code Integration Platform Guide: 7 Best Tools 2026This article is a comprehensive guide comparing seven no-code integration platforms for 2026, covering Zapier, Make, Power Automate, Workato, Celigo, Unito, and Bubble. The guide evaluates each platform by use case, drag-and-drop capabilities, third-party connector depth, pricing models, and security features. It provides recommendations based on organizational needs, such as cross-tool automation for SMBs, Microsoft ecosystem integration, enterprise governance, e-commerce workflows, and app-embedded integrations.FirecrawlBest Low-Code AI Workflow Automation Tools in 2026This article is a comprehensive buyer's guide reviewing seven low-code AI workflow automation tools in 2026: n8n, Cursor Automations, Claude Routines, Zapier, Make, Gumloop, and Vellum, alongside Firecrawl as a web scraping integration. The guide evaluates each tool on features, pricing, use cases, and trade-offs, with n8n positioned as the strongest for self-hosting and data control, Zapier for breadth of integrations, Gumloop for AI-native workflows, and Vellum for enterprise LLM evaluation needs.