When a voice agent takes 1.5 to 2 seconds to respond because it is processing a 2,000-word prompt full of markdown lists, callers assume the line dropped, start speaking again, and collide with the bot.
Move factual Q&A out of the system prompt into the Knowledge Base, cap the voice system prompt to short conversational sentences with commas for natural breathing pauses, and post a 3-bullet call summary back to the HighLevel contact timeline when the call finishes.
Optimize our GoHighLevel Voice AI agent prompt for fast, natural phone conversation: 1. Strip all markdown formatting (bullet points, bold asterisks, numbered lists) from the voice prompt so the TTS engine never reads punctuation aloud. 2. Rewrite every spoken instruction to keep responses under 22 words per turn and ask only one question at a time. 3. Extract all business hours, pricing ranges, and service area rules into 20 structured Knowledge Base FAQ pairs, and add an EMPTY fallback rule that transfers to a human when unsure.
# 1. MCP Tool Call (ghl-crm-mcp)
{
"tool": "audit_location",
"arguments": {
"location_id": "<YOUR_LOCATION_ID>",
"pillars": ["voice_sms_prompts", "call_screening_ivr"]
}
}
# 2. Or run via ghl-crm Rust CLI
ghl-crm doctor --location-id <YOUR_LOCATION_ID> --pillar voice
Increase the Voice Activity Detection (VAD) pause threshold to ~400ms, keep spoken bot turns under 20–25 words, and ask only one question per turn.
PLAYBOOK T11 · Voice AI & PhoneAdd local street names and trade acronyms (like HVAC, PEX, or SEER) to a pronunciation dictionary instead of spelling words strangely in the prompt, and use a 15-second warm transfer with fallback.
PLAYBOOK T11 · Voice AI & PhoneConfigure pre-programmed DTMF dial strings with pause commas (e.g. `,1,2`) on known transfer numbers so the transfer bridges directly to the target extension instead of talking to an automated IVR.
PLAYBOOK T04 · Voice AI & PhonePut a 4-second 'Press 1 to speak with our team' DTMF call screen in front of your Voice AI agent so automated spam dialers drop off after 5 seconds at zero AI cost.
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.