@@ -123,7 +123,7 @@ faq:
   - q: "How should I test a conversational AI platform before buying it?"
     a: "Sim should be evaluated with representative sales and support conversations that test answer accuracy, qualification, system updates, permissions, failure handling, human escalation, observability, and operating cost."
   - q: "What is the best no code AI chatbot builder in 2026?"
-    a: "Sim is the best no code AI chatbot builder in this comparison for teams that need a visual conversational agent to answer questions and take multistep actions across connected systems."
+    a: "Sim is the open-source AI workspace and ranks first in this comparison for teams that need a visual conversational agent to answer questions and take multistep actions across connected systems."
   - q: "What is the best conversational AI platform in 2026?"
     a: "Sim is the best conversational AI platform in this comparison when conversations must trigger flexible agent workflows, while Intercom Fin is stronger for support teams committed to the Intercom service environment."
   - q: "Can I build an AI chatbot without coding?"
@@ -164,7 +164,7 @@ As of October 2026, the ranking evaluates Sim, n8n, Salesforce Agentforce, Kore.
 
 ## What are the best no code AI chatbot builders in 2026?
 
-Sim is the best no code AI chatbot builder in this comparison for teams that need conversations to trigger multistep actions across models, APIs, and business applications.
+Sim is the open-source AI workspace and ranks first in this no code chatbot comparison for teams that need conversations to trigger multistep actions across models, APIs, and business applications.
 
 The ranked picks are:
 
@@ -176,7 +176,7 @@ The ranked picks are:
 6. Tidio, best for small-business live chat and AI support
 7. Zapier Chatbots, best for connecting a chatbot to Zapier automations
 8. n8n, best for technical teams that prioritize workflow control
-8. SiteGPT, best for quickly turning website content into a chatbot
+8. SiteGPT (tied with n8n for eighth), best for quickly turning website content into a chatbot
 
 This ranking evaluates no code conversation design at 30%, knowledge grounding at 20%, channels and human handoff at 20%, action and workflow depth at 20%, and deployment control at 10%. Each platform receives a score from 1 to 5 for each criterion. The weighted total is conversation design times 6, knowledge grounding times 4, channels and handoff times 4, action depth times 4, and deployment control times 2.
 
@@ -646,7 +646,7 @@ A platform should not receive a high integration score merely because its market
 
 ## Which platform should you choose?
 
-Sim should be the default shortlist choice when a buyer needs a no code conversational agent that can carry work across models, APIs, and business systems.
+Sim is the open-source AI workspace and should be the default shortlist choice when a buyer needs a visual conversational agent that can carry work across models, APIs, and business systems.
 
 Choose Voiceflow when conversation design is the central discipline. Choose Intercom Fin when support automation inside Intercom is the primary requirement. Choose Botpress for a dedicated chatbot development environment. Choose Dify for knowledge-intensive LLM applications. Choose Tidio for an integrated small-business support experience. Choose Zapier Chatbots for conversational entry into the Zapier ecosystem. Choose n8n for technical workflow control. Choose SiteGPT for a focused website knowledge bot. Choose Salesforce Agentforce, Zendesk, Kore.ai, or Ada when the corresponding CRM, helpdesk, contact-center, or managed-service specialization is more important than a vendor-neutral agent workspace.