Available Context

@_platform-references/org-variables.md

AI Ark Reverse Lookup

Goal

Enrich a known contact or batch of contacts with current profile data from AI Ark.

Required Capabilities

• AI Ark API: Reverse people lookup via ai-ark-enrich edge function

Inputs

Provide at least one identifier:

• email: Contact email address
• linkedin_url: LinkedIn profile URL
• full_name + company_name: Name and company combo
• table_id: For batch mode across a table

Execution

Single Contact

1. Call ai-ark-enrich with action: 'reverse_lookup' and identifier
2. Return enriched profile data

Batch Mode

1. Call ai-ark-enrich with action: 'bulk_enrich' and table_id
2. Processes all rows, matching by email > LinkedIn > name+company
3. Caches full response in source_data.ai_ark (enrich-once pattern)

Credit Cost

Each reverse lookup call consumes credits. Bulk enrichment processes contacts individually (4 concurrent, rate-limited). Warn users about credit cost before batch operations.

Output Contract

Return enriched fields:

• current_title, company, seniority
• linkedin_url, location, photo_url
• Note: Email and phone are NOT returned by reverse lookup — use the mobile-phone-finder endpoint for phone numbers