GOHIGHLEVEL ANSWERS & PROMPTS: PLAYBOOK T03 · UNIFIED INBOX & CHAT
AUTHOR: DANIEL HALLMAN
KEYWORD: KB
PLAYBOOK T03 Unified Inbox & Chat AGENT PROMPT + GHL MCP

How do you stop GoHighLevel Conversation AI from making up prices or looping on SMS?

Short Answer: Move all pricing and policy facts out of the main prompt into a 20+ FAQ Knowledge Base, add an explicit rule to never guess unlisted prices, and place a tag guard (`ai-conv-paused` / `vip-human-only`) in front of every AI workflow node.

What Usually Happens

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.

How We Fix It in HighLevel

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.

3-Step Implementation Checklist

  1. Strip service menus and prices out of the main Conversation AI prompt and load them as 20+ exact customer-worded Q&A pairs in the Knowledge Base.
  2. Add a strict fallback rule: 'If the exact price or answer is not in the Knowledge Base, do not guess—say you will have the manager text an exact quote right away.'
  3. Add an If/Else workflow guard before the AI action node that stops the bot if the contact has tags `ai-conv-paused`, `vip-human-only`, or `angry`.
MODE: AGENT PROMPT
PASTE THIS PROMPT INTO CLAUDE CODE, CURSOR, CHATGPT, OR YOUR GHL ASSISTANT SAFE READ-FIRST WORKFLOW
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.
Stopping GoHighLevel Conversation AI from Guessing Prices or Looping
ARCHITECTURE DIAGRAM · PLAYBOOK T03 (UNIFIED INBOX & CHAT) View in Full GoHighLevel Hub →

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