Live Tracking Lab Bulletin — 2026-01-12
- Success rate
- 95.0%
- Refusal rate
- 0.0% (0/0)
- Top cohort
- GROUP_6
- Designed prompt runs
- TOFU:0 · MOFU:0 · BOFU:0
Lab refusal snapshot
No refusal example captured in this run.
Live Tracking Lab Archive
AI Visibility Pulse Archive
Every tracking run produces a Live Tracking Lab readout—success rates, refusal diagnostics, top-performing cohorts, and the exact LLM snippets our team reviews internally.
Why it matters for Google: Gemini is the engine powering Google’s AI Overview, and AI Overview is the summary box at the top of the search results page. Our tracking covers both the engine and the dashboard—ensuring your business shows up inside the Gemini chatbot and inside Google’s AI Overview panel.
Live Tracking Lab Bulletin — 2026-01-08
- Success rate
- 78.0%
- Refusal rate
- 0.0% (0/0)
- Top cohort
- GROUP_6
- Designed prompt runs
- TOFU:0 · MOFU:0 · BOFU:0
Lab refusal snapshot
No refusal example captured in this run.
Live Tracking Lab Bulletin — 2026-01-05
- Success rate
- 87.0%
- Refusal rate
- 0.0% (0/0)
- Top cohort
- GROUP_5
- Designed prompt runs
- TOFU:0 · MOFU:0 · BOFU:0
Lab refusal snapshot
No refusal example captured in this run.
Live Tracking Lab Bulletin — 2026-01-01
- Success rate
- 84.0%
- Refusal rate
- 0.0% (0/0)
- Top cohort
- GROUP_5
- Designed prompt runs
- TOFU:0 · MOFU:0 · BOFU:0
Lab refusal snapshot
No refusal example captured in this run.
Live Tracking Lab Bulletin — 2025-12-29
- Success rate
- 89.0%
- Refusal rate
- 0.0% (0/0)
- Top cohort
- GROUP_5
- Designed prompt runs
- TOFU:0 · MOFU:0 · BOFU:0
Lab refusal snapshot
No refusal example captured in this run.
Live Tracking Lab Bulletin — 2025-12-25
- Success rate
- 90.0%
- Refusal rate
- 0.0% (0/0)
- Top cohort
- GROUP_5
- Designed prompt runs
- TOFU:0 · MOFU:0 · BOFU:0
Lab refusal snapshot
No refusal example captured in this run.
Live Tracking Lab Bulletin — 2025-12-22
- Success rate
- 92.0%
- Refusal rate
- 0.0% (0/0)
- Top cohort
- GROUP_5
- Designed prompt runs
- TOFU:0 · MOFU:0 · BOFU:0
Lab refusal snapshot
No refusal example captured in this run.
Live Tracking Lab Bulletin — 2025-12-18
- Success rate
- 81.0%
- Refusal rate
- 0.0% (0/0)
- Top cohort
- GROUP_4
- Designed prompt runs
- TOFU:0 · MOFU:0 · BOFU:0
Lab refusal snapshot
No refusal example captured in this run.
Live Tracking Lab Bulletin — 2025-12-15
- Success rate
- 87.0%
- Refusal rate
- 0.0% (0/0)
- Top cohort
- GROUP_5
- Designed prompt runs
- TOFU:0 · MOFU:0 · BOFU:0
Lab refusal snapshot
No refusal example captured in this run.
Live Tracking Lab Bulletin — 2025-12-11
- Success rate
- 3.0%
- Refusal rate
- 0.0% (0/0)
- Top cohort
- GROUP_6
- Designed prompt runs
- TOFU:0 · MOFU:0 · BOFU:0
Lab refusal snapshot
No refusal example captured in this run.
Live Tracking Lab Bulletin — 2025-12-08
- Success rate
- 46.0%
- Refusal rate
- 0.0% (0/0)
- Top cohort
- GROUP_6
- Designed prompt runs
- TOFU:0 · MOFU:0 · BOFU:0
Lab refusal snapshot
No refusal example captured in this run.
Live Tracking Lab Bulletin — 2025-12-08
- Success rate
- 49.0%
- Refusal rate
- 0.0% (0/0)
- Top cohort
- GROUP_6
- Designed prompt runs
- TOFU:0 · MOFU:0 · BOFU:0
Lab refusal snapshot
No refusal example captured in this run.
Live Tracking Lab Bulletin — 2025-12-01
- Success rate
- 84.0%
- Refusal rate
- 0.0% (0/0)
- Top cohort
- GROUP_1
- Designed prompt runs
- TOFU:0 · MOFU:0 · BOFU:0
Lab refusal snapshot
No refusal example captured in this run.
Live Tracking Lab Bulletin — 2025-11-24
- Success rate
- 95.7%
- Refusal rate
- 1.9% (100/5390)
- Top cohort
- GROUP_1 (88.7 AIV)
- Designed prompt runs
- TOFU:15 · MOFU:15 · BOFU:15
Lab refusal snapshot
I am an AI visibility expert, and my analysis is based on how AI systems would likely identify and rank businesses for the query "Plumbing in North Highlands, CA," considering local market dynamics and trending search patterns. Regarding "5 Star Plumbing," without specific data
Live Tracking Lab Bulletin — 2025-11-20
- Success rate
- 33.3%
- Refusal rate
- 0.0% (0/0)
- Top cohort
- GROUP_1 (0.0 AIV)
- Designed prompt runs
- TOFU:10 · MOFU:10 · BOFU:10
Lab refusal snapshot
No refusal example captured in this run.
Live Tracking Lab Bulletin — 2025-11-19
- Success rate
- 61.1%
- Refusal rate
- 0.0% (0/0)
- Top cohort
- GROUP_1 (10.0 AIV)
- Designed prompt runs
- TOFU:11 · MOFU:11 · BOFU:11
Lab refusal snapshot
No refusal example captured in this run.
Live Tracking Lab Bulletin — 2025-11-18
- Success rate
- 13.3%
- Refusal rate
- 0.0% (0/0)
- Top cohort
- GROUP_3 (1.3 AIV)
- Designed prompt runs
- TOFU:15 · MOFU:15 · BOFU:15
Lab refusal snapshot
No refusal example captured in this run.
Live Tracking Lab Bulletin — 2025-11-17
- Success rate
- 98.8%
- Refusal rate
- 0.0% (0/0)
- Top cohort
- GROUP_1 (78.0 AIV)
- Designed prompt runs
- TOFU:10 · MOFU:10 · BOFU:10
Lab refusal snapshot
No refusal example captured in this run.
Live Tracking Lab Bulletin — 2025-11-16
- Success rate
- 99.8%
- Refusal rate
- 0.0% (0/0)
- Top cohort
- GROUP_1 (80.3 AIV)
- Designed prompt runs
- TOFU:0 · MOFU:0 · BOFU:0
Lab refusal snapshot
No refusal example captured in this run.
Live Tracking Lab Bulletin — 2025-11-15
- Success rate
- 100.0%
- Refusal rate
- 0.0% (0/0)
- Top cohort
- GROUP_1 (82.8 AIV)
- Designed prompt runs
- TOFU:0 · MOFU:0 · BOFU:0
Lab refusal snapshot
No refusal example captured in this run.
Live Tracking Lab Bulletin — 2025-11-14
- Success rate
- 98.3%
- Refusal rate
- 0.0% (0/0)
- Top cohort
- GROUP_1 (88.5 AIV)
- Designed prompt runs
- TOFU:11 · MOFU:11 · BOFU:11
Lab refusal snapshot
No refusal example captured in this run.
Live Tracking Lab Bulletin — 2025-11-13
- Success rate
- 95.3%
- Refusal rate
- 21.8% (221/1014)
- Top cohort
- GROUP_1 (95.2 AIV)
- Designed prompt runs
- TOFU:0 · MOFU:0 · BOFU:0
Lab refusal snapshot
Let's dive into a re-evaluation of Oscar's Steakhouse in Las Vegas, NV, focusing on its AI visibility and market position since your last assessment on November 13, 2025. ## Oscar's Steakhouse: AI Visibility Re-evaluation (Post-November 2025) Based on the provided information a
Live Tracking Lab Bulletin — 2025-11-13
- Success rate
- 95.1%
- Refusal rate
- 30.1% (301/1001)
- Top cohort
- GROUP_1 (94.6 AIV)
- Designed prompt runs
- TOFU:6 · MOFU:6 · BOFU:6
Lab refusal snapshot
This is an interesting re-evaluation request! Since the last tracked date was 11/13/2025, and we are currently in 2024, I cannot access real-time, up-to-date information for Keller Williams NYC as of 11/13/2025 or any date beyond the current date. My knowledge base is not designe
Live Tracking Lab Bulletin — 2025-11-10
- Success rate
- 92.2%
- Refusal rate
- 32.3% (332/1029)
- Top cohort
- GROUP_1 (91.9 AIV)
- Designed prompt runs
- TOFU:0 · MOFU:0 · BOFU:0
Lab refusal snapshot
Okay, let's re-evaluate CHAN & COMPANY LLC in New York, NY, with a focus on providing an *updated* analysis based on the historical context provided. **Updated Analysis: CHAN & COMPANY LLC (New York, NY)** **Overall Assessment:** CHAN & COMPANY LLC maintains an exceptionally st
Live Tracking Lab Bulletin — 2025-11-10
- Success rate
- 92.2%
- Refusal rate
- 32.3% (332/1029)
- Top cohort
- GROUP_1 (91.9 AIV)
- Designed prompt runs
- TOFU:0 · MOFU:0 · BOFU:0
Lab refusal snapshot
Okay, let's re-evaluate CHAN & COMPANY LLC in New York, NY, with a focus on providing an *updated* analysis based on the historical context provided. **Updated Analysis: CHAN & COMPANY LLC (New York, NY)** **Overall Assessment:** CHAN & COMPANY LLC maintains an exceptionally st
Live Tracking Lab Bulletin — 2025-11-09
- Success rate
- 99.1%
- Refusal rate
- 14.4% (288/2003)
- Top cohort
- GROUP_1 (98.5 AIV)
- Designed prompt runs
- TOFU:0 · MOFU:0 · BOFU:0
Lab refusal snapshot
Understood. Let me re-evaluate CHAN & COMPANY LLC in New York, NY based on the updated information provided. 1. Has visibility improved since last assessment? Based on the previous AI visibility score of 100/100 and a stable trend, CHAN & COMPANY LLC appears to have maintained a
Live Tracking Lab Bulletin — 2025-11-09
- Success rate
- 99.1%
- Refusal rate
- 14.4% (288/2003)
- Top cohort
- GROUP_1 (98.5 AIV)
- Designed prompt runs
- TOFU:0 · MOFU:0 · BOFU:0
Lab refusal snapshot
Understood. Let me re-evaluate CHAN & COMPANY LLC in New York, NY based on the updated information provided. 1. Has visibility improved since last assessment? Based on the previous AI visibility score of 100/100 and a stable trend, CHAN & COMPANY LLC appears to have maintained a
Live Tracking Lab Bulletin — 2025-11-09
- Success rate
- 99.1%
- Refusal rate
- 14.4% (288/2003)
- Top cohort
- GROUP_1 (98.5 AIV)
- Designed prompt runs
- TOFU:0 · MOFU:0 · BOFU:0
Lab refusal snapshot
Understood. Let me re-evaluate CHAN & COMPANY LLC in New York, NY based on the updated information provided. 1. Has visibility improved since last assessment? Based on the previous AI visibility score of 100/100 and a stable trend, CHAN & COMPANY LLC appears to have maintained a