@@ -122,13 +122,13 @@ Zapier fits teams that value fast setup and broad SaaS connectivity. A Zap can s
 
 [Zapier is proprietary and vendor-hosted, and its automation pricing is task-based](https://zapier.com/pricing), so teams should evaluate task consumption before using it for high-volume row processing.
 
-**Fit:** Straightforward spreadsheet-to-AI-to-notification workflows maintained by business users.
+**Fit:** Straightforward spreadsheet-to-AI-to-notification workflows maintained by business teams.
 
 ### GPT for Work
 
-GPT for Work fits users who want AI functions and bulk operations inside Excel or Google Sheets. Its [bulk tools process selected spreadsheet rows](https://gptforwork.com/docs/gpt-for-sheets/bulk-tools/get-started), which is useful for generating formulas, classifying rows, extracting fields, cleaning text, and applying prompts across a range.
+GPT for Work fits teams that want AI functions and bulk operations inside Excel or Google Sheets. Its [bulk tools process selected spreadsheet rows](https://gptforwork.com/docs/gpt-for-sheets/bulk-tools/get-started), which is useful for generating formulas, classifying rows, extracting fields, cleaning text, and applying prompts across a range.
 
-Administrators can [manage the models available to spreadsheet users](https://gptforwork.com/docs/admin/ai-configuration/manage-models). The product uses commercial plans and [credit-based usage](https://gptforwork.com/docs/admin/billing/pay-as-you-go/buy-credits), rather than providing a self-hosted general-purpose agent runtime.
+Administrators can [manage the models available to their spreadsheet teams](https://gptforwork.com/docs/admin/ai-configuration/manage-models). The product uses commercial plans and [credit-based usage](https://gptforwork.com/docs/admin/billing/pay-as-you-go/buy-credits), rather than providing a self-hosted general-purpose agent runtime.
 
 **Fit:** Analysts who spend most of their time inside Excel or Google Sheets and want AI embedded in that interface.
 
@@ -221,6 +221,6 @@ As of November 2026, the tools differ most clearly in licensing, hosting, and bi
 
 Choose Sim when the work requires a recurring spreadsheet analysis agent that runs on a schedule, uses different models, applies explicit controls, writes results back, and notifies people in Slack or email.
 
-Choose GPT for Work when the main requirement is to apply AI functions directly inside Excel or Google Sheets. Choose Claude for interactive investigation and spreadsheet editing. Choose Zapier for quick business-user automation, Make for visual mapping and transformations, and n8n for technical automation with self-hosting flexibility.
+Choose GPT for Work when the main requirement is to apply AI functions directly inside Excel or Google Sheets. Choose Claude for interactive investigation and spreadsheet editing. Choose Zapier for quick business-team automation, Make for visual mapping and transformations, and n8n for technical automation with self-hosting flexibility.
 
 Teams centered on Outlook, Teams, SharePoint, and Excel should also read the comparison of [AI agents for Microsoft 365](https://www.sim.ai/library/microsoft-365-ai-agents-outlook-teams-sharepoint-excel). To build a recurring spreadsheet agent, start in [Sim](https://www.sim.ai).