Searches public content for contacts with LinkedIn profiles and suggests personalized engagement comments using AI.

How it works 12 steps

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

Data fetch

▼ contact contact-reader-hubspot

Fetch reader from hubspot

▼

Process (11 steps)

⚠ check_linkedin guard

Stop if contact linkedin is empty

■ clean_company coalesce

Use the first available value from: contact company,

■ search_query template

Generate text from a template

◆ search_results search-exa

Search on exa

■ summary_metrics to_summary

Format results as a summary card

■ has_results compare

Check if search results has data

■ should_run_ai all

Check if all conditions are true

■ ai_context pick

Keep only specific fields from

skip: step.should_run_ai equal false

■ hashed hash_replace

Anonymize sensitive fields for safe AI processing

skip: step.should_run_ai equal false

✦ engagement_suggestion ai-generate

AI generates content from a template

skip: step.should_run_ai equal false

■ restored hash_restore

Restore anonymized fields back to real values

skip: step.engagement_suggestion is_null

▼

Output

summary summary_metrics

ai_analysis restored

Settings 2 configurable

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

tone choice = professional (professional, casual, friendly)

enable ai toggle = on