20+ customer-worded Q&A pairs and keep Conversation AI > Bot Settings under 150 words.
If the exact price is not in the Knowledge Base, do not guess—say you will have the manager text a quote right away.
ai-conv-paused, vip-human-only, or angry.
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"]
}
}
# 2. Or run via ghl-crm Rust CLI
ghl-crm doctor --location-id <YOUR_LOCATION_ID> --pillar voice_sms_prompts
Official GHL MCP vs. ghl-tools: HighLevel’s official hosted MCP (services.leadconnectorhq.com/mcp) covers public v2 CRM records (contacts, opportunities, appointments, conversations). ghl-tools MCP complements it with workflow graph inspection & recipes, funnel/form builders, DNS/BIMI checks, and ghl-crm doctor audits.
ai-conv-paused or asks for a human.| Step | Menu Path in GHL | Action |
|---|---|---|
| Step 1 | AI Agents > Knowledge Base | Move all service menus and prices into 20+ customer-worded Q&A pairs and keep Conversation AI > Bot Settings under 150 words. |
| Step 2 | AI Agents > Conversation AI > Bot Training | Add the instruction: If the exact price is not in the Knowledge Base, do not guess—say you will have the manager text a quote right away. |
| Step 3 | Automation > Workflows | Insert an If/Else condition before the Conversation AI action that exits if Contact Tag includes ai-conv-paused, vip-human-only, or angry. |
Connect Claude Code, Cursor, or OpenAI Codex to our ghl-tools MCP Server & Rust CLI to build workflows, forms, and funnels from your editor, or start your GoHighLevel plan through our partner link to unlock $612+ in ready-to-import kits (including Voice, Conversation & Knowledge Base Kit ($47)) and weekly live clinics.