Brand AI Panoramic Insight System

PivotAI

Read AI Reputation, See the Competitive Landscape
AI Mindshare Intelligence
Panoramic Insight AI INSIGHT ENGINE
Panoramic Insight · At a Glance AI Mindshare Landscape
Brand AI Panoramic Insight System

Continuously monitor brand and competitor ratings and rankings across major LLMs, distilling them into a quantifiable, decision-ready "AI mindshare landscape".

0Major LLMs
Major AI Platforms Covered
0Dimensions
Reputation · Ranking · Health
AllTracks
Industry Mindshare Landscape
7×24Near Real-time
Continuous Monitoring & Refresh
Core Capabilities CORE CAPABILITIES
Six-Dimension Insight intoHow AI Sees Your Brand
R

ReputationMonitor

Capture brand ratings, mentions and sentiment across major LLMs in real time — AI reputation is no longer a black box.

Praise · Criticism · Sentiment
K

Ranking Tracking

Track the brand's ranking and presence across queries, tracks and scenarios, quantifying AI visibility.

Appearance · Ranking · Reach
H

Health Diagnosis

Quantify brand AI mindshare health, proactively alerting on negative perception, perception gaps and drift.

Alerts · Gaps · Drift
C

Competitors Benchmarking

Side-by-side competitor comparison — gaps, advantages and overtaking windows at a glance.

Benchmark · Gap · Window
M

MindshareMap

Distill the brand's cognitive structure in AI into a decision-ready "AI mindshare landscape".

Structure · Landscape · Panorama
D

DecisionGrounding

Turn insight into action, feeding brand expression and content strategy — every word grounded in data.

Insight · Strategy · Execution
Insight Flywheel THE PIVOTAI FLYWHEEL
Insight Flywheel · Self-Evolving Perception

Collection, modeling, monitoring and insight link end to end — your understanding of AI mindshare sharpens with every cycle.

01 Collect

Multi-model access

Connect to major LLMs, capturing brand & competitor appearances, citations and ratings in AI answers.

02 Model

MindshareModel

Build a brand AI-mindshare model with quantifiable metrics and perception dimensions.

03 Monitor

Near real-time tracking

7×24 tracking of reputation, ranking and health, with automatic anomaly alerts.

04 Insight

Decision Feedback

Generate AI mindshare landscape and recommendations, feeding brand strategy and content direction.

Monitoring Matrix MONITORED PLATFORMS
Major AI Monitoring Matrix
Domestic Models Connected
DS
DeepSeek
General Reasoning · Strong Citation
Connected
DB
Doubao
ByteDance · General
Connected
QW
Qwen
Alibaba · General
Connected
K
Kimi
Moonshot · Long Context
Connected
YB
Tencent Yuanbao
Tencent · General
Connected
ER
Ernie
Baidu · General
Connected
ZP
Zhipu Qingyan
Zhipu · General
Connected
HY
Hunyuan
Tencent · General
Connected
IF
iFlytek Spark
iFlytek · General
Connected
M
MiniMax
General · Multimodal
Connected
BC
Baichuan
General · Long Context
Connected
SF
StepFun
General · Multimodal
Connected
International Models Planned
G
Gemini
Google · General
Planned
C
Claude
Anthropic · General
Planned
GPT
ChatGPT
OpenAI · General
Planned
L
Llama
Meta · Open Source
Planned

How Is AI Talking About Your Brand?

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