Independent evidence
Each run keeps the question, source, answer, mention, and citation context needed to verify an AI visibility baseline.
Multi-engine AI search visibility report
Independent, transparent, and verifiable GEO and AI search visibility monitoring
GrayRhino AI uses fixed questions, explicit measurement sources, and traceable evidence to help brands and agencies monitor changes in brand mentions, competitors, and citations inside AI answers.
The current scope is Mainland China and Simplified Chinese. It runs 5 core questions with Volcengine Ark API web search and Baidu Qianfan Intelligent Search Generation API. Results are not fixed consumer rankings and do not guarantee mentions, positive answers, citations, or ranking improvement.
Mainland China / Simplified Chinese5 core questionsFixed methodology and explicit sourcesEvidence, history, and trends
02 / ABOUT GRAYRHINO AI
Turn evidence from AI answers into a repeatable visibility baseline.
GrayRhino AI records how brands appear, disappear, co-occur with competitors, and receive citations in AI answers through fixed methodology, explicit sources, and traceable evidence. We do not turn one answer into a fixed ranking. We help teams review facts, watch trends, and convert evidence gaps into practical Actions under the same measurement standard.
Continuous monitoring
Each project keeps history and trends so teams can compare brand, competitor, and citation changes under the same methodology.
Actionable follow-up
Evidence gaps become content, structured information, and retest tasks instead of remaining as a one-off report.
03 / PROBLEMS
AI search visibility should not be judged by impressions alone.
Cross-border brands, marketing teams, and agencies need to know what AI answers actually say, where the evidence comes from, and whether changes can be verified.
Problem 01
Brand mentions need stable evidence.
A screenshot cannot prove a trend, and manual spot checks are hard to reproduce. Teams need fixed questions, fixed sources, and traceable records before they can establish an AI visibility baseline.
AI visibility evidence and baseline
Problem 02
Competitors, citations, and descriptions change over time.
Competitor co-mentions, citation sources, and brand descriptions in AI answers can shift. Without history, it is hard to tell whether content work or market changes made a difference.
Continuous monitoring, history, and trends
Problem 03
Report findings need repeatable action.
After missing mentions, inaccurate descriptions, or weak citations are found, teams need evidence-based Actions and same-method retests across multiple brand or client projects.
Evidence-based Actions and project workflow
04 / CURRENT CAPABILITIES
Built around AI visibility evidence, monitoring, and retest workflows.
Traceable baselines, historical trends, and same-method retests help professional teams and agencies manage AI visibility across multiple brands and client projects.
05 / MONITORING PROCESS
Start with a fixed methodology, then use evidence to drive retests.
GrayRhino AI does not promise fixed rankings or recommendations. It provides a traceable and verifiable monitoring process for managing AI visibility over time.
ProfessionalIndependentTransparentTraceableVerifiableFixed methodology
Step 01
Create a brand project
After registration, add the brand, website, industry, keywords, and competitors to create project context.
Step 02
Run 5 core questions
Within the Mainland China and Simplified Chinese scope, fixed questions are sent to the currently supported API measurement sources.
Step 03
Record answers and citations
The system stores question-level answers, brand mentions, competitor co-mentions, citations, and source boundaries.
Step 04
Create an evidence baseline
The result becomes the shared baseline for future monitoring, retests, and team discussion.
Step 05
Generate Actions
Missing mentions, inaccurate descriptions, and weak citations are converted into content and information-structure tasks.
Step 06
Retest with the same method
After Actions are completed, retest with the same questions and sources to observe history and trend changes.
06 / AUDIENCE
For professional teams that manage AI visibility with evidence.
The current product scope focuses on Mainland China and Simplified Chinese AI visibility evidence and monitoring. It does not cover every AI system and does not represent fixed consumer rankings on every platform.
- Chinese cross-border brands and outbound business teams
- Marketing teams responsible for SEO, GEO, content, and growth
- SEO/GEO agencies managing multiple client projects
- Consultants and service teams explaining AI answer changes to clients
- Market teams that need fixed-method retests for brand and competitor changes
07 / EXPERIMENT
Experiment records are limited to the current real measurement sources.
Current experiment and method records cover only Volcengine Ark API web search and Baidu Qianfan Intelligent Search Generation API. We distinguish API surfaces from consumer product experiences and do not describe API results as fixed consumer rankings.
Phase 01
Fixed questions
Keep 5 core questions across brand, category, scenario, competitor, and buying-decision intents.
Phase 02
Explicit sources
Record the actual API measurement source, answer, and citation information for each run.
Phase 03
Boundary review
State that results are not fixed consumer rankings and do not guarantee mentions, positive answers, citations, or ranking improvement.
08 / INSIGHTS
Notes on AI visibility evidence, monitoring, and GEO methods.
We focus on fixed methodology, explicit sources, traceable evidence, historical trends, and same-method retests so teams can turn AI answer changes into practical decisions.
ARTICLE 01
What Is GEO? How Brands Enter AI Answers
GEO focuses on whether brands can be understood, cited, and accurately mentioned in AI answer scenarios.
Read article →ARTICLE 02
From Keyword Rankings to AI Answer Positioning: What Company Websites Need to Rewrite
AI prefers clear, structured, and verifiable content. Company websites need to become understandable information systems.
Read article →ARTICLE 03
How to Run an AI Visibility Audit: From Questions and Sources to Evidence Records
AI visibility is not one ranking. It is the change in mentions, citations, competitors, and answers under the same method.
Read article →09 / VISIBILITY MONITORING
Build a repeatable AI visibility evidence baseline
After registration, create a brand project. The current system uses 5 core questions, Volcengine Ark API web search, and Baidu Qianfan Intelligent Search Generation API to return question-level answers, brand and competitor mentions, citations, history, and Actions. The result is not a fixed consumer ranking and does not guarantee mentions, positive answers, citations, or ranking improvement.
10 / FAQ
Frequently Asked Questions
What does GrayRhino AI do?
GrayRhino AI is an independent, transparent, and verifiable AI visibility evidence and monitoring platform for Chinese cross-border brands, professional marketing teams, and SEO/GEO agencies.
Which measurement sources are currently supported?
The current scope is Mainland China and Simplified Chinese, using Volcengine Ark API web search and Baidu Qianfan Intelligent Search Generation API. We do not claim to cover every AI system.
Why use 5 core questions?
Fixed questions reduce methodology drift and make it possible to compare brand, category, scenario, competitor, and buying-decision answers over time.
Are the results consumer-side rankings?
No. API surfaces and consumer product experiences may differ. The results are same-method evidence records, not fixed consumer rankings.
Does GrayRhino AI guarantee mentions or ranking improvement?
No. It does not guarantee mentions, positive answers, citations, or ranking improvement; it is also not an authority, rating agency, ranking certification, or official certification. It provides traceable and verifiable evidence from explicit sources.
11 / CONTACT
Need an AI visibility monitoring baseline?
Create an account and brand project first, or contact chat@huixilab.com to discuss a multi-project workflow for your team or agency.