HubSpot + Google Docs: cleaner LinkedIn URLs
Fill missing LinkedIn URLs in HubSpot using a Google Docs research playbook. Reduce bad matches…
Deploy AI agents and chatbots that answer customers, qualify leads, and route requests automatically. Use proven n8n workflows to connect your tools and keep replies fast and consistent.
An automation workflow listens for a message (from chat, email, a form, or a webhook), then decides what to do next. It can pull context from tools like Google Sheets, a knowledge base, or past conversations, and send that to an AI model such as OpenAI to draft a response. After that, the workflow can route the request, tag urgency, create a task, or notify a human in Slack. You control the rules, tone, and handoff points.
Usually, no. Most Flowpast workflows are plug-and-play: connect your accounts, paste your prompt, and map a few fields like name, email, and question. If you can run simple tools like Google Sheets and Slack, you can get a basic bot live. More advanced setups (RAG, multi-step agents, custom routing) take a bit more care, but you still donβt need to code.
If your team answers the same questions all day, automation can cut that workload in half. A solid chatbot handles first replies, gathers details, and routes issues, so humans only work the edge cases. Many teams also save about 2 hours a day by auto-logging conversations, sending follow-ups, and creating tasks automatically. The bigger win is speed: faster responses usually means more conversions and fewer churn risks.
Youβll need n8n, access to your chosen AI model (often an OpenAI API key), and at least one channel where messages come in, like Gmail or Slack. Pick a workflow, connect the integrations, then test with real questions before going live. For best results, prepare a short βsource of truthβ (FAQs, policies, pricing) in a doc or sheet so responses stay accurate. Add a human handoff rule for billing, refunds, or anything sensitive.
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