AI Reputation Monitoring

Monitor what LLMs say about your brand

WhiteShip is an AI monitoring platform. We track multi‑LLM answers in 30+ languages and surface sentiment, consistency, hallucinations, and citation patterns — data you can use in GEO and GSEO roadmaps.

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  • Multi‑LLM coverage
  • 30+ languages
  • Narrative drift alerts
  • Citations & sources
  • Exports & API
AI Monitoring Snapshot
Live
Share of Recommendation
72%
vs. 63% last week
Sentiment (entity‑aware)
Positive
Neutral
Negative
Answer consistency
30+ languages

Providers

Models & engines we monitor

Leading LLMs and generative search experiences — expanded as new providers launch.

GPT-4

OpenAI

Claude

Anthropic

Gemini

Google

LLaMA

Meta

Mistral

Mistral AI

DeepSeek

DeepSeek

Qwen

Alibaba

Grok

xAI

Perplexity

Perplexity AI

ERNIE

Baidu

+

Many more

Core

AI Monitoring Suite — GEO / GSEO friendly

Monitor Generative AI answers across models and markets: sentiment, consistency, citations, and drift. Use these insights to inform GEO and GSEO decisions without revealing internal playbooks.

LLM Mesh (Monitoring)
BrandChatGPTClaudeGeminiMistral
Share of Recommendation
72%
by intent
Entity‑aware Sentiment
A−
Answer Consistency
96/100
Hallucination rate
0.8%
Sentiment & context
  • • Entity‑aware sentiment
  • • Mentions & comparisons
  • • Per market / language
Consistency & drift
  • • Cross‑model checks
  • • Narrative drift detection
  • • Change over time
Citations & sources
  • • What models cite
  • • Domains by topic
  • • Coverage & freshness

Why now

Search is becoming answers

In generative experiences, users receive a single synthesized answer instead of a page of links. A brand can disappear in one sentence. Monitoring makes sure you know what models actually say before customers decide.
What changes
  • • Answer‑first UX (less clicking)
  • • Lower visibility for unmentioned brands
  • • Citations matter more than backlinks
What to do
  • • Measure what LLMs say
  • • Track drift & errors
  • • Prioritize cited sources
AI Monitoring Snapshot
Live
Share of Recommendation
72%
vs. 63% last week
Sentiment (entity‑aware)
Positive
Neutral
Negative
Answer consistency
30+ languages

*Independent analyst forecasts suggest a material decline in traditional search volume by 2026 as AI chat and answer engines grow.

Citations

Source Intelligence — what models rely on

Cited Sources
SourceAuthorityFreshness
brand.com/docs
6h
industry.org
5d
example.com
2d
At a glance
  • • Top cited domains
  • • Authority & freshness
  • • Per topic / per market
Source coverage (last 14d)

FAQ

GEO, GSEO & AI Monitoring — common questions

Does WhiteShip do GSEO?
WhiteShip focuses on monitoring. We measure how LLMs represent your brand so you can validate any GSEO work you do elsewhere.
Is GEO different from GSEO?
GEO targets answer engines broadly; GSEO is about generative search experiences. The monitoring data you get from WhiteShip supports both.
Which models do you monitor?
Major LLMs and generative engines — see the Providers section. Coverage expands as new providers launch.
Do you change model responses?
No. We do not modify or influence answers. We observe, analyze and report.

Global

30+ languages. One reputation.

  • English
  • 中文
  • Español
  • Français
  • Deutsch
  • 日本語
  • 한국어
  • Italiano
  • Português
  • Русский
  • العربية
  • हिन्दी

And 20+ more languages supported

Get started

Monitor your AI reputation with confidence

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