Opening_Move_6570

Running a small digital product (pen plotter conversion tool). Started doing systematic GEO tracking about 3 months ago. Sharing the data because I haven't seen many posts with actual before/after numbers.

Setup: 41 prompts tracked weekly across ChatGPT, Perplexity, and Google AI. Each prompt is a query our potential customers actually type. 1,521 total queries run over the period.

What moved the needle:

1. FAQ and comparison content outperformed everything else. Structured Q&A pages got cited 3-4x more than standard blog posts. AI engines seem to pull from FAQ schema heavily.

2. Prompt tracking revealed a gap between visibility and revenue. Perplexity mentioned us in 334 responses. Chat

Been tracking ChatGPT and Perplexity as separate channels in GA4 for about 4 months now. March data just closed and the conversion rate gap vs organic is wild enough that I wanted to ask if others are seeing the same thing.

Our numbers:

• Conversion rate from chatgpt referrals: 6.23%
• E-commerce average: 2–3%
• Revenue per AI visitor: €1.86 on a €29.90 product

The attribution is the hard part. A lot of this traffic was previously showing as Direct because the user asked ChatGPT, clicked through, left, then came back later. We only caught it by correlating GA4 session referrers with payment timestamps server-side.

The finding that surprised me most: **Perplexity mentioned us 334

AudioSocket Bidirectional Audio Problem - Technical Summary

Problem Overview

I'm implementing a real-time AI voice agent using Asterisk's AudioSocket application for bidirectional audio streaming. The issue is that audio only flows in ONE direction (from phone → Asterisk → AudioSocket server), but NOT in the reverse direction (AudioSocket server → Asterisk → phone).

What Works

1. AudioSocket Connection: Stable TCP connection established between Asterisk and my Node.js AudioSocket server
2. Speech-to-Text (STT): Audio from the phone is perfectly captured and transcribed (user saying "Hello", "Do you hear me?" is transcribed correctly)
3. Protocol Implementation:
   • Correct UUID handshak