@Mouldi Nouri Speed is the whole game — you’ve got it exactly right. For lead source stability: I keep it clean with GHL’s attribution fields. Each source (FB ads, Google, organic web) passes a UTM or custom tag through the form/funnel on submission. n8n receives that via webhook and tags the contact in GHL before any SMS fires. The source tag travels with the contact record from the first touch. If a client needs separate SMS sender numbers per source, I assign separate Twilio numbers per channel in GHL’s number pool and route based on the incoming tag. Most setups don’t need that level of separation — a single number with proper tagging keeps the workflow clean and gives you clean source-to-deal attribution at the end. Key rule: source tag must be captured in the FIRST webhook trigger, not patched in later. That’s what keeps the reporting clean end to end 🙏

@Mouldi Nouri The handoff from AI qualification to CRM tagging! If the bot qualifies the lead but GHL doesn’t update the contact stage in real time, the follow-up sequence fires late or triggers twice. We fix it with n8n webhooks that update contact status and pipeline stage the moment the bot gets a qualified response — before the calendar link even sends. Most agencies skip this step and wonder why their booked calls don’t show as “qualified” in the CRM. Happy to map out the full handoff architecture if you’re curious 🚀