This document contains ready-to-use no-code templates for all four options you asked for.
includes: — High-level architecture — Step-by-step importable template / nodes/scenario outline — Google
No-Code AI Telecalling Systems Made Easy: Complete Templates With N8N, Make.com, Voiceflow, and Voximplant
This document contains ready-to-use no-code templates for all four options you asked for. Each section
includes: — High-level architecture — Step-by-step importable template / nodes/scenario outline — Google
Sheet CRM template (CSV-like example) — Call script / AI agent logic — Follow-up automation rules -
Dialer / telephony integration settings — Quick troubleshooting & next steps
Common prerequisites (applies to all options)
Google account (for Google Sheets). Create a sheet named Telecalling_Leads with the
columns shown in the CRM template below.
Business phone number account: Twilio or Exotel recommended (both supported). Create API
keys.
Recording/storage: use Google Drive / S3 to store call transcripts and recordings.
Optional: Airtable account if you prefer it instead of Google Sheets.
OpenAI API key (if you want advanced LLM summarization / dynamic scripting).
Google Sheet CRM template (copy into a new sheet)
LeadID,FirstName,LastName,Phone,Email,Company,Source,Status,LastContacted,Notes,AssignedTo,FollowUpDate,L001,Anita,Shah,+12135551234,anita@example.com,Acme
Corp,LinkedIn,Pending,,,unassigned,2025–11–16,
L002,Rahul,Mehta,
+12135559876,rahul@example.com,FinTechX,Website,Pending,,,unassigned,
2025–11–15,
A) N8N — Free, flexible, best automation
Architecture
n8n (self-host or cloud) orchestrates: lead fetch → dial trigger → call status handling → CRM
update → follow-ups
Telephony: Twilio / Exotel webhook
AI: OpenAI (for summary / dynamic questions) or Voiceflow webhook for richer convo
Ready-to-import flow (nodes)
- Cron — runs every 2 minutes
- Google Sheets (Read Range) — fetch leads where Status = Pending and AssignedTo =
unassigned
- Set — pick next lead and mark DialAttempts (local variable)
- HTTP Request (Twilio / Exotel API) — initiate outbound call (provide to , from ,
webhook_url )
- Twilio: POST https://api.twilio.com/2010-04-01/Accounts/{AccountSid}/
- Calls.json with Url pointing to your call handler endpoint
- Wait for Webhook — capture call events (answered, completed, recording URL)
- Function / OpenAI Node — generate call summary or suggested next-step
- Google Sheets (Update Row) — write Status , LastContacted , CallRecordingURL ,
Notes
- Decision (IF) — if Status = No Answer → set follow-up; if Interested → set
- AssignedTo = SalesRep and notify via Email/Slack
- HTTP Request (WhatsApp / SMS) — send follow-up message
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- 2026-06-21 20:33:08