What is MossGEO
MossGEO is a one-time brand reputation analysis platform that helps SMBs quickly understand how multiple AIs evaluate their products. Complete cross-platform Q&A collection in minutes, structure and quantify complex AI responses, and quickly identify positives, negatives, and potential risks.
- Cross-Platform Q&A CollectionComplete cross-platform Q&A collection in minutes, reducing research preparation costs.
- Structured Quantitative AnalysisStructure and quantify complex AI responses, quickly identify positives, negatives, and potential risks.
- One-Time Insight ReportUse one-time analysis as a starting point to provide data foundation for deeper sentiment management.
Why Choose MossGEO
Provide fast and accurate brand reputation insights for SMBs - from multi-model collection to in-depth analysis. Perfect for brand status scanning, crisis signal detection, and proposal preparation.
How to Use MossGEO
Complete brand reputation analysis in three simple steps:
Key Features of MossGEO
Comprehensive support for brand reputation analysis.
Intelligent Question Expansion
AI automatically generates targeted questions based on keywords and industry category, covering product perception, user experience, pricing strategy, and more.
Multi-Model Parallel Query
Simultaneously query GPT-4, Claude, Gemini, Doubao and other mainstream LLMs for comprehensive AI ecosystem reputation data.
Sentiment & Topic Analysis
AI-driven sentiment scoring and evaluation tag extraction to automatically identify positive/negative viewpoints and potential risks.
Source Analysis
Track citation sources, analyze high-frequency positive/negative sources to identify key distribution channels and sentiment hotspots.
Visual Reports
Intuitive data visualization including overall scores, topic comparison, keyword clouds, and risk alerts.
Credits-Based Export
Flexible credits system. Export complete data (CSV/Excel/PDF). New users get 50 credits for free trial.
Why Choose MossGEO
Fast, accurate, and comprehensive brand reputation insights.
Support
4+
AI Models
Analysis Speed
5-10
Minutes
Free Credits
50
Credits
What Users Say About MossGEO
Hear from business owners and marketing leaders who use MossGEO for brand reputation analysis.
Li Ming
Marketing Director at Tech Company
MossGEO helped us quickly understand our brand's voice in the AI ecosystem before launching a new product. Got a complete report in 10 minutes and discovered 3 negative issues we hadn't noticed!
Wang Xiaomei
E-commerce Brand Founder
Used to spend days on sentiment analysis. Now with MossGEO, I can see real evaluations from multiple AIs in minutes, plus risk alerts and improvement suggestions. So practical!
Zhang Qiang
Marketing Agency Lead
When preparing proposals for clients, MossGEO's one-time analysis reports are incredibly valuable. Visual data is clear and intuitive, clients really appreciate this AI-based brand insight.
Chen Jia
Product Manager
The intelligent question expansion feature is great! I just entered the product name, and the system generated 20 targeted questions covering product, pricing, service, and more.
Liu Yang
PR Director
Source analysis helped us quickly locate high-frequency negative sources and detect sentiment risks in time. The credits system is flexible - export detailed data only when needed.
Zhao Wei
Startup CEO
As a small team, we don't have dedicated sentiment monitoring staff. MossGEO allows us to understand our brand reputation in the AI ecosystem at low cost. Perfect for SMBs!
Frequently Asked Questions About MossGEO
Have another question? Contact us by email.
What is MossGEO and how does it work?
MossGEO is a one-time brand reputation analysis platform. After you input product keywords or questions, the system simultaneously queries multiple AI models (GPT-4, Claude, Gemini, Doubao), then performs sentiment analysis, evaluation tag extraction, and source tracking on the responses, finally generating a visual insight report. The entire process takes only 5-10 minutes.
What do I need to use MossGEO?
You only need to prepare product or brand keywords (like 'iPhone 15'), select industry category and target market. The system will intelligently expand questions without needing to manually write many questions. Of course, you can also directly input custom questions.
Which AI models does MossGEO support?
Currently supports 4 mainstream AI models: OpenAI GPT-4 (most users globally), Anthropic Claude (tech audience favorite), Google Gemini (Google ecosystem), and ByteDance Doubao (China market mainstream). You can choose which models to use based on your needs.
How does the credits system work?
New users receive 50 credits upon registration for free trial. Exporting complete reports costs 19 credits/time. Credits can be recharged via Stripe credit card, with 5 tiers ($5-$100), $1 = 10 credits, valid for 1 year.
What does the analysis report contain?
Report includes: overall sentiment score, positive/negative/neutral ratios, topic sentiment comparison, high-frequency evaluation tags (Top 5), source analysis (citation source tracking), AI-generated summary, risk alerts, and action recommendations. Supports online viewing and export in CSV/Excel/PDF formats.
What scenarios is MossGEO suitable for?
Suitable for brand status scanning (understanding market feedback before new product launch), crisis signal detection (quickly capturing negative voices), bidding or proposal preparation (preparing brand reputation snapshots), etc. Especially suitable for SMBs without dedicated sentiment monitoring teams.
Start Your Brand Reputation Analysis Now
Register to get 50 free credits and experience MossGEO.