Sales and Related Workers, All Other
AI replacement rate
60%This role is currently tracked with 6 timeline items plus a profile-based replacement estimate.
The administrative, analytical, and preparatory tasks within 'Sales and Related Workers, All Other' are increasingly automated by AI, as evidenced by official tools and major software integrations, significantly reducing the need for human intervention in these areas.
Replacement trend
Aggregated from periodic refresh snapshots- 2026-04-2034%
Why this role is rated this way
Structural baseOfficial sources like OpenAI demonstrate how AI tools such as ChatGPT Work can automate the creation of pipeline briefs, meeting prep packets, forecast reviews, and account plans, directly impacting tasks traditionally handled by sales support roles.
Integrations, such as Slack's with Salesforce, enable AI agents to pull CRM data, generate analytics, and manage approvals via conversational interfaces. This significantly reduces manual effort in sales administration and workflow, allowing fewer human workers to manage more tasks.
Shopify's AI-driven search features are directly boosting sales traffic and orders. Furthermore, companies like Encore AI are developing agents that learn effective sales techniques from customer interactions, refining best practices and potentially automating parts of the sales process.
This role often includes repetitive and rule-based tasks such as data entry, report generation, and initial lead qualification. These are precisely the types of tasks that AI excels at automating, thereby reducing the need for human involvement.
Timeline
Relevant news and cases, newest firstShopify reports that its AI-driven search feature has tripled traffic and orders year-over-year in Q2, indicating a significant boost in sales for businesses using the platform rather than cannibalizing Google search traffic.
Open originalEncore AI raised $30M to develop AI agents that learn from customer calls, messages, and CRM data to identify effective sales techniques and turn them into playbooks for sales agents.
Open originalOpenAI highlights how sales teams can utilize ChatGPT Work to automate and enhance tasks like creating pipeline briefs, preparing for meetings, conducting forecast reviews, and developing account plans.
Open originalSlack has launched a deep integration with Salesforce, enabling its Slackbot AI agent to pull CRM data, generate Tableau visualizations, update records, and send DocuSigns directly from chat. This enhancement allows salespeople to manage customer interactions, pipeline, and approvals more efficiently within Slack, democratizing CRM access and streamlining sales workflows.
Open originalOpenAI has introduced new Codex plug-ins tailored for specific white-collar roles, including sales, enhancing capabilities for tasks within these occupations.
Open originalOtter.ai launches a new feature enabling users to search and query data across their enterprise tools, including Gmail, Google Drive, Notion, Jira, and Salesforce, with upcoming integrations for Microsoft Outlook, Teams, SharePoint, and Slack.
Open original