1
Share of voice — who wins the AI answers
18 answers · latest scanLLarge67%
AABC Home & Comm.56%
YYelp directory56%
RYou50%
SStan's Heating39%
AA&A Plumbing28%
你排第 4 / 8。超过 Yelp（目录站）不现实，真实目标是 ABC Home & Commercial — 差 6pt。
2
Head-to-head: you vs ABC Home & Commercial
| Question | You | ABC |
|---|---|---|
| “best plumbers in Austin, TX?” | ✓ | ✓ |
| “Top 5 plumbers in Austin” | ✕ | ✓ |
| “reliable plumbers company” | ✕ | ✓ |
| “emergency plumber open now” | ✓ | ✕ |
你输掉的 2 题都是「榜单类」问题 — 处方：进入本地 top-list 内容源（Yelp 榜单、本地媒体评选）。
How AIs describe competitors
来自 raw answers 的描述片段（sentence-level attribution）：
“Stan's Heating is frequently praised for fast emergency response…” grok-4.5
“Radiant Plumbing has strong reviews for water heater work…” grok-4.5-grounded