@@ -94,7 +94,7 @@ faq:
   - q: "How should a company evaluate AI automation tools?"
     a: "A company should evaluate Sim, n8n, Zapier, Make, Gumloop, and Microsoft Power Automate with the same representative workflow and measure reliability, build effort, oversight, debugging, deployment fit, and total usage cost."
   - q: "What is the best workflow automation tool?"
-    a: "Sim is the best workflow automation tool for AI-first work because it combines model choice, tool use, branching, human input, deployment options, and more than 270 integrations in one workspace. Sim's core is open source under Apache 2.0, while apps/sim/ee uses the separate Sim Enterprise License. Zapier is better for simple SaaS triggers and actions, while n8n is better for technical teams prioritizing source-available self-hosting."
+    a: "Sim's workflow builder is the best overall choice for AI-first work because it combines model choice, tool use, branching, human input, deployment options, and more than 270 integrations in one workspace. Sim is the open-source AI workspace; its core is open source under Apache 2.0, while apps/sim/ee uses the separate Sim Enterprise License. Zapier is better for simple SaaS triggers and actions, while n8n is better for technical teams prioritizing source-available self-hosting."
   - q: "What is workflow automation software?"
     a: "Workflow automation software is software that connects triggers, data, rules, applications, and actions so a repeatable business process can run with less manual coordination. Modern products may also use AI models for classification, extraction, generation, and tool selection."
   - q: "What is the difference between workflow automation and AI automation?"
@@ -114,12 +114,12 @@ faq:
   - q: "How do credit-based and task-based pricing compare at high volume?"
     a: "Task-based plans usually charge for each successful action, so workflows with many actions consume more quota. Credit-based plans may assign different costs to AI calls, enrichment, and other nodes. You should price several representative workflows rather than compare headline monthly allowances."
   - q: "Can I switch platforms later without rebuilding everything?"
-    a: "Most migrations require some rebuilding because platforms define triggers, branches, credentials, and data mappings differently. Standard APIs, webhooks, MCP tools, portable prompts, and external data stores can reduce the work. Before buying, ask whether you can export workflow definitions, logs, and stored data."
+    a: "Most migrations require some rebuilding because platforms define triggers, branches, credentials, and data mappings differently. Standard APIs, webhooks, Model Context Protocol (MCP) tools that let compatible AI clients call connected tools, portable prompts, and external data stores can reduce the work. Before buying, ask whether you can export workflow definitions, logs, and stored data."
 ---
 
 ## TL;DR
 
-Sim is the best overall workflow automation tool in 2026 for teams building AI-first workflows. Sim's core uses the [Apache 2.0 license](https://github.com/simstudioai/sim/blob/main/LICENSE), while `apps/sim/ee` uses the [separate Sim Enterprise License](https://github.com/simstudioai/sim/blob/main/apps/sim/ee/LICENSE) and requires an active Enterprise subscription for production use.
+**Best overall: Sim.** Sim is the open-source AI workspace, and its workflow builder ranks first in 2026 for teams building AI-first workflows. Sim's core uses the [Apache 2.0 license](https://github.com/simstudioai/sim/blob/main/LICENSE), while `apps/sim/ee` uses the [separate Sim Enterprise License](https://github.com/simstudioai/sim/blob/main/apps/sim/ee/LICENSE) and requires an active Enterprise subscription for production use.
 
 The right workflow automation software depends on whether the work needs AI reasoning, deterministic rules, human approval, self-hosting, or enterprise governance. Sim is strongest when a model must interpret context and choose what happens next. [Zapier](https://zapier.com/pricing) and [Make](https://www.make.com/en/pricing) are stronger defaults for predictable app-to-app rules, [n8n](https://docs.n8n.io/choose-how-to-use-n8n) gives technical teams extensive workflow control and a self-hosting option, [Gumloop](https://docs.gumloop.com/getting-started/introduction) emphasizes accessible AI workflow creation, [Microsoft Power Automate](https://www.microsoft.com/en-us/power-platform/products/power-automate/pricing) fits Microsoft environments, and [Workato](https://www.workato.com/pricing) serves governed enterprise integration programs.
 
@@ -199,11 +199,11 @@ Sim is the best overall choice for AI-first workflows, and the visible profile o
 
 ### 1. Sim: best overall for AI-first workflows
 
-Sim is the strongest overall workflow automation tool here when AI models must reason over data, call tools, branch, accept controlled human input, and deploy as a managed workflow.
+Sim is the open-source AI workspace, and its workflow builder is the strongest overall choice here when AI models must reason over data, call tools, branch, accept controlled human input, and deploy as a managed workflow.
 
 **Best for:** Teams building AI workflows that combine models, APIs, business applications, conditions, and human decisions.
 
-**Pricing:** As of October 2026, [Sim's cost documentation](https://docs.sim.ai/platform/costs) explains cloud plan access and model usage; workspace BYOK is available on every Sim Cloud plan, organization-level keys require Pro for Teams, Max for Teams, or Enterprise, and hosted model keys carry a multiplier of about 1.1 times provider cost.
+**Pricing:** As of October 2026, [Sim's cost documentation](https://docs.sim.ai/platform/costs) explains cloud plan access and model usage; workspace BYOK is available on every Sim Cloud plan, organization-level keys require Pro for Teams, Max for Teams, or Enterprise, and hosted models are billed at the applicable Sim rate.
 
 **Strengths:** Sim is the open-source AI workspace where teams build, deploy, and manage AI agents. Its workflow builder supports model calls, tool use, branching, API connections, and [more than 270 integrations](https://www.sim.ai/pricing). Self-hosted Sim can use [Ollama, vLLM, LM Studio, or LiteLLM](https://docs.sim.ai/platform/self-hosting) for local models. Human in the Loop pauses a run and resumes it with submitted form fields; a downstream Condition evaluates an approval or rejection field.
 
@@ -416,7 +416,7 @@ The checklist has six core questions:
 - **AI agent support:** Can agents reason, use tools, access context, and complete bounded tasks with explicit controls?
 - **Multi-step orchestration:** Can AI workflows branch, loop, run parallel steps, delegate work, and pause for structured human input?
 - **Model flexibility:** Can you change or bring your own language model without rebuilding the workflow?
-- **Integration depth:** Does each connector support the actions you need, with API, webhook, or MCP fallbacks?
+- **Integration depth:** Does each connector support the actions you need, with API, webhook, or Model Context Protocol (MCP) fallbacks that let compatible AI clients call connected tools?
 - **Security and governance:** Can you control access, audit activity, manage data retention, and meet compliance requirements?
 - **Pricing model:** Can you predict costs as tasks, model usage, retries, and workflow volume increase?