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Lead scoring and prioritization using customer data and engagement metrics

**Purpose**

1.1. Automate lead scoring and prioritization by evaluating new and ongoing customer interactions, behaviors, and data points specific to Acura vehicle prospects.
1.2. Integrate real-time engagement metrics (e.g., email opens, test drive bookings, chat responses, website actions) for prompt sales follow-up.
1.3. Enable data-driven identification, ranking, and routing of high-potential leads to Acura sales reps for optimized conversion in the retail automotive context.

**Trigger Conditions**

2.1. New lead entry via forms, chat, calls, or kiosk (CRM or website integration).
2.2. Engagement events (email open, link click, SMS response, form completion) logged in marketing automation or communication channels.
2.3. Update in customer data (e.g., credit check, vehicle preference, trade-in info) completing in dealership DMS or CRM.
2.4. Scheduled batch evaluations (e.g., every hour or day) on all unscored or updated leads.

**Platform Variants**


3.1. Salesforce
• Feature/Setting: Lead Scoring Rules via Einstein Lead Scoring API; configure thresholds for Acura-related attributes.

3.2. HubSpot
• Feature/Setting: Contact Property Scoring using predictive scoring workflows and engagement events API.

3.3. Zoho CRM
• Feature/Setting: Lead Scoring Rules under Automation; API trigger for new/updated lead events.

3.4. Dynamics 365 CRM
• Feature/Setting: Predictive Lead Scoring Model; automate retraining with dealership data connectors.

3.5. Marketo
• Feature/Setting: Smart Campaigns with demographic and behavioral triggers for Acura retail leads.

3.6. ActiveCampaign
• Feature/Setting: CX Automation builder; use “Score” actions on form submissions, email actions.

3.7. Pipedrive
• Feature/Setting: Lead labels & custom fields; webhook triggers on activity update via API.

3.8. Intercom
• Feature/Setting: Custom Bot/Operator qualification triggers on chat events; use “Lead Score” field in workflows.

3.9. Infusionsoft (Keap)
• Feature/Setting: Automation builder; tag-based triggers, set scoring based on campaign activity.

3.10. Mailchimp
• Feature/Setting: Audience Tagging & Contact Rating API; update scores with engagement via webhooks.

3.11. Slack
• Feature/Setting: Notification workflow via incoming webhooks for high-score leads; trigger from CRM scoring.

3.12. Google Sheets
• Feature/Setting: Scripted lead score calculations on new row; trigger via Google Apps Script/CRM push.

3.13. SendGrid
• Feature/Setting: Webhook events for email activity mapped to CRM API updates for scoring adjustment.

3.14. Twilio
• Feature/Setting: SMS response tracking via Callback URL; increment lead score in CRM via API on engagement.

3.15. Zendesk
• Feature/Setting: Trigger-based automation to start workflow on ticket or chat lead; custom field for scoring.

3.16. Drift
• Feature/Setting: Playbook automation for lead qualification; webhook sends events to CRM for scoring.

3.17. Calendly
• Feature/Setting: Trigger API/webhook on scheduled Acura demo or test drive; bump lead’s score accordingly.

3.18. Facebook Lead Ads
• Feature/Setting: Webhook integration to send new lead info to CRM; auto-score based on source and responses.

3.19. Google Analytics
• Feature/Setting: Track goal completions for lead scoring enrichment; push events via API.

3.20. DealerSocket
• Feature/Setting: Custom workflow builder to assign scores by touchpoint (calls, texts, web forms) for Acura leads.

3.21. Outreach.io
• Feature/Setting: Sequence engagement triggers to adjust lead priority in CRM.

3.22. monday.com
• Feature/Setting: Automations for new leads and activity updates; formula column to calculate scores.

3.23. Power Automate
• Feature/Setting: Flow to aggregate lead interactions across email, chat, and forms for scoring.

**Benefits**

4.1. Accelerates Acura sales cycle by surfacing hottest leads to reps.
4.2. Reduces manual sorting and bias in prospect follow-up for retail staff.
4.3. Increases conversion rates via timely, data-driven outreach and personalized engagement.
4.4. Ensures no high-interest lead is overlooked during busy dealership operations.

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