When an SMS or Instagram chat bot invents a 50% discount or repeats the same booking question three times in a row, the main prompt is overloaded with facts and lacks a human handoff exit.
Keep the bot's main prompt focused strictly on intent routing, load 20+ real customer Q&A pairs into separated Knowledge Bases, and run a workflow check before every AI step that halts the bot immediately when a contact is tagged `ai-conv-paused` or asks for a human.
Audit and fix our GoHighLevel Conversation AI setup so it never guesses prices or loops on SMS/Instagram: 1. Separate the prompt into a short routing prompt (under 150 words) and move all pricing, hours, and policies into a 20-pair Knowledge Base. 2. Add an explicit workflow guard before the Conversation AI node that exits immediately if the contact has any of these tags: "ai-conv-paused", "vip-human-only", or "human-requested". 3. Add a 3-turn maximum counter so if a lead replies 3 times without booking, the bot pauses itself and alerts a human rep.
# 1. MCP Tool Call (ghl-crm-mcp)
{
"tool": "kb_audit_and_guard",
"arguments": {
"location_id": "<YOUR_LOCATION_ID>",
"min_faq_pairs": 20,
"pause_tags": ["ai-conv-paused", "vip-human-only", "angry"],
"dry_run": true
}
}
# 2. Or run via ghl-crm Rust CLI
ghl-crm doctor --location-id <YOUR_LOCATION_ID> --pillar voice_sms_prompts
Trigger HighLevel DND immediately on opt-out keywords (STOP, CANCEL, UNSUBSCRIBE) and place an `ai-conv-paused` tag check before every Conversation AI workflow step.
PLAYBOOK T20 · Unified Inbox & ChatUse HighLevel's built-in 'User Comments on a Post' workflow trigger to reply publicly to the comment and send an instant Instagram or Facebook DM—keeping every reply inside one Unified Conversations Inbox.
PLAYBOOK T11 · Voice AI & PhoneKeep every spoken response under 25 words, strip all markdown bullets from the voice prompt, and pair a 4-second DTMF greeting with a low-latency SIP bridge when sub-second response times are needed.
PLAYBOOK T10 · Workflows & AutomationUse HighLevel's built-in Format Data, Math Operation, Goal Events, and Inbound/Outbound Webhook steps inside a single native workflow so contact history and error logs stay in one place.
Connect Claude Code, Cursor, or OpenAI Codex to our ghl-tools MCP Server & Rust CLI for 30-second sub-account doctor checks, --dry-run previews, and snapshot diffs—or start/upgrade your GoHighLevel plan through our partner link to unlock up to $612+ in implementation kits (including Voice, Conversation & Knowledge Base Kit ($47)) and our weekly live engineering clinics.