Automate Partner Outreach: Google Maps, GPT-4 & WhatsApp

This workflow revolutionizes business partner outreach by automating the entire pipeline: scraping up to 150 leads from Google Maps using Apify, enriching missing contact data with Perplexity in batches of 20, generating personalized messages via OpenAI GPT-4 LLMs, storing data in Google Sheets, leveraging Pinecone for contextual knowledge base via LlamaIndex, and finally sending messages through WhatsApp using GOWA or WAHA APIs.

Key benefits include slashing manual prospecting time from days to hours, ensuring only contactable leads (with phone numbers) are messaged to avoid dead ends, and enabling context-aware replies that sound human-like for higher conversions. It eliminates busywork like copy-pasting details, scales outreach without extra hires, and provides measurable improvements in lead readiness.

Ideal for sales ops teams scaling partner campaigns, growth marketers running local outreach (e.g., malls, bars, restaurants), and small business owners building partnership lists. Requires community nodes for WhatsApp; perfect for repeatable, high-impact automation.