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AI Readiness Checklist

Tech Stack Audit

  • Do you maintain a documented list of all systems in your tech stack?
  • Do you have a tech stack diagram, including integrations?
  • Is your ERP system integrated with HubSpot?
  • Is your customer support platform integrated with HubSpot?
  • Are your transaction and marketing emails syncing with HubSpot?
  • Are your financial systems sharing data with HubSpot?
  • Are you using APIs to push data from external tools into HubSpot?
  • Is your website CMS connected to HubSpot for behavioral tracking?
  • Do you have a centralized dashboard to view data flow between systems?

Data Quality & Cleanliness

  • Are contact records regularly audited for missing information?
  • Do you have mandatory fields in place for key CRM objects?
  • Are you using automated tools or workflows to detect and flag incomplete records?
  • Are you using HubSpot’s duplicate management tool regularly?
  • Is there a naming convention in place for contact and company records?
  • Do you have a workflow to auto-format phone numbers, states, and dates?
  • Do you restrict data input to dropdowns, radio buttons, or checkboxes?
  • Do you use data validation rules or custom code to restrict bad inputs?
  • Do you regularly enrich records using external tools or integrations?
  • Do you use lifecycle stage changes to trigger data completion workflows?

Data Structure & Organization

  • Have you mapped out your object model across the CRM (contacts, companies, deals, tickets)?
  • Are all contacts correctly associated with their companies and deals?
  • Do you enforce consistency in how company records are structured?
  • Do your deals follow a standardized pipeline structure?
  • Do you use standardized naming conventions for all custom properties?
  • Are picklists and dropdowns consistent across different object types?
  • Have you documented property definitions and usage internally?
  • Are custom fields clearly grouped and labeled for usability?
  • Are you leveraging calculated properties for summarizing structured data?
  • Are properties standardized across integrations and external tools?

Volume & Enrichment

  • Do you have enough contact records to support pattern recognition?
  • Is your HubSpot CRM capturing data from web forms, chat, and manual entry?
  • Do you enrich data with company info from tools like Clearbit or ZoomInfo?
  • Are your contact records enriched with job title, location, and company data?
  • Do you collect and log customer interactions across multiple channels?
  • Are custom data fields regularly populated through API or integration syncs?
  • Do you track historical data changes over time in your CRM?
  • Do you maintain a consistent taxonomy for industries, roles, and regions?
  • Are all lead and customer sources accurately captured and categorized?
  • Is HubSpot Deep Research enabled and trained to enrich missing contact data?

Governance & Maintenance

  • Do you conduct monthly or quarterly audits of your CRM data?
  • Do you monitor data hygiene metrics with a dashboard or report?
  • Do you have a data governance policy in place?
  • Are your teams trained on how to properly enter and maintain data?
  • Do you have role-based access and data permission controls in place?
  • Is there a documented escalation process for data issues?
  • Are you archiving or cleaning old and inactive data periodically?
  • Do you track compliance with privacy standards (e.g. GDPR, CCPA)?
  • Do you have a centralized documentation hub for your data procedures?
  • Are AI-specific data requirements tracked and maintained proactively?