Market Intelligence
Real-Time Discussion Monitoring LLMs Cannot Give You
Monitor real discussions about any product across global social media and forums. Product selection, SEO strategy, product improvement — based on living user voices, not stale training data.
Try Free →You ask ChatGPT, it can only say "as of 2024"
We tell you what real users are saying right now
AI Large Models
❌ "I can help you analyze coffee machine market trends"
❌ Training data has a cutoff date
❌ No idea what Reddit is complaining about today
❌ Cannot detect sudden negative sentiment waves
2000m Real-Time Intel
✅ "23 Reddit discussions about Ninja coffee machine leaking this past week"
✅ "A brand's Trustpilot rating dropped 0.3 points this week"
✅ "6 new Amazon Q&A questions about airless bottle leakage"
✅ "Competitor A mentioned 68 times on Reddit, 12 times as a recommended alternative"
What We Monitor
Cross-platform, multilingual, real-time discussion signal capture
Social Media Discussions
Reddit Subreddits · Quora · X/Twitter · YouTube Comments. Custom monitoring by product category, brand name, or keyword.
Review & Rating Monitoring
Amazon Reviews · Trustpilot · Industry Review Sites · App Store. Discover product defects, competitor weaknesses, and improvement opportunities.
Intent Signal Capture
Search intent classification · Buyer inquiry signals · Competitor movement tracking. Real-time data to power your SEO/GEO strategy.
📋 Sample Report: Coffee Machine Real-Time Discussion Monitoring
* Demo data. Actual reports include full discussion summaries, intent classification, sentiment analysis, and trend charts.
Reports You Get
A tiered reporting system based on depth of need
Category Discussion Panorama
For: Product Selection · Market Research
- • Cross-platform discussion aggregation for your category
- • High-frequency topics, pain points, and demand classification
- • Competitor mention frequency and sentiment analysis
- • Key user persona and usage scenario extraction
Industry-report depth, product-level real-time data
Intent Signal Tracking
For: SEO Strategy · GEO Optimization
- • Real-time buyer search intent classification
- • Long-tail question and content gap identification
- • High-frequency questions with standardized answer extraction
- • Actionable SEO/GEO content strategy recommendations
Directly boosts AI engine citation rates
Product Improvement Insights
For: Product Iteration · Quality Optimization
- • User complaints and negative review classification
- • Competitor weaknesses and improvement opportunities
- • Feature request frequency ranking
- • Packaging, design, and UX improvement directions
Drive product iteration with real user voices
Sentiment Alert Service
For: Brand Protection · Crisis Management
- • Real-time push for brand negative sentiment
- • Instant competitor major movement notifications
- • Industry black swan event early warning
- • Daily / weekly / real-time three-tier push
Know about a crisis 48 hours before your PR agency
Pricing Plans
Tiered by frequency and depth, no bundling
- • Weekly discussion monitoring report
- • 3 social platform coverage
- • Keyword and topic classification
- • Email delivery
- • Daily discussion digest push
- • 5+ platform coverage + intent classification
- • Competitor, sentiment, and trend analysis
- • Actionable SEO/GEO recommendations
- • Full platform + all language coverage
- • Real-time alert push
- • Deep custom reports
- • Dedicated analyst support
Why LLMs Cannot Replace This
Timeliness
LLM training data has a cutoff date. We monitor discussions happening right now — a product defect that appeared on Reddit yesterday is completely invisible to any LLM.
Granularity
LLMs can do industry analysis, but they cannot tell you "this brand's product was mentioned how many times on Reddit, saying what" at the granular product level.
Signal Detection
One bad review is noise. Twenty-three similar bad reviews in one week is a signal. We do signal identification, not keyword counting.
Want to know what overseas buyers actually say about your product category?
Start with a free category audit. See what signals we can capture.
Free Category Audit →