Analyzes sentiment and extracts objections from recent deal-associated emails. PII-redacted email analysis. Note: PII hashing may not catch all instances in unstructured text bodies. Activities bind to your CRM connection via the canonical engagement.list op (HubSpot engagements).

How it works 13 steps

Inspect the data fetches, transforms, gates, and output this recipe runs.

Process (13 steps)

■ activities ?

■ activities_flat map

Extract from each item

■ email_activities filter

Filter by condition

■ sorted_emails sort

Sort by

■ recent_emails slice

Take a subset of

■ email_bodies map

Extract from each item

■ concatenated_emails join

Join items with " "

■ skip_ai_condition any

Check if any of the conditions are true

■ sentiment_analysis ?

skip: step.skip_ai_condition equal true

■ objections_extraction ?

skip: step.skip_ai_condition equal true

■ objection_count count

Count items in objections extraction objections

skip: step.skip_ai_condition equal true

■ objections_text join

Join items with " "

skip: step.skip_ai_condition equal true

■ email_checklist to_checklist

Format results as an actionable checklist

skip: step.recent_emails is_empty

Settings 3 configurable

Configurable at install. Defaults shown — change them anytime in Recued.

crm setting =

enable ai toggle = on

email count number = 5