Product Review Analytics & Improvement Insights
5,000+ reviews → insights + improvement list in 30 seconds.
Linus, a PM at an appliances brand, manually reads through 5,000+ reviews of his robot vacuum for 3 days before any pattern emerges. He plugs Orion into 3 channels — 30 seconds later: positive rate 78%, top 3 negative-sentiment themes, prioritized improvement list.
🎮 Interactive demo
Real functional demo · auto-plays after case selection🕷️ Multi-channel Review Crawler
🛠️ Playwright + platform APIs + scheduling engineParallel crawling across 4 channels · time-range configurable · image OCR included
⚙️ AI processing pipeline
Tech stack, concrete operations and processing time at each step
Multi-platform review scraping
⏱ 4.2sConcurrently scrapes Amazon / Walmart / Best Buy / TikTok Shop product reviews; supports OCR for image reviews; flexible time-range config.
Fake-review detection
⏱ 2.8sIdentifies 7 paid-review signals: throwaway accounts / copy-paste / templated / suspicious timing / burst patterns; filter accuracy 92%.
Fine-grained sentiment analysis
⏱ 3.4sSentiment polarity (pos/neg/neutral) + intensity (0-1) + 5-dim breakdown (quality / price / service / shipping / design).
Topic clustering (unsupervised)
⏱ 2.1sDiscovers hot topics from reviews (no preset labels); auto-names topics; surfaces Top 10.
Fine-grained entity extraction
⏱ 1.8sExtracts: features (suction / battery), parts (brush / battery), scenarios (carpet / bedroom), defects (noise / freezing).
Causal-relation mining
⏱ 5.2sIdentifies causal chains like "weak suction → carpet mode insensitive", "app freezing → Bluetooth instability".
Competitor comparison
⏱ 2.5sCompares across dimensions using scraped competitor data; radar chart visualizes 5-dim strengths/weaknesses.
Time-series trend analysis
⏱ 1.6sMonthly/weekly trends of positive rate and negative-keyword shifts; identifies breakpoints (e.g., bad-batch quality or campaign-driven).
Improvement recommendations
⏱ 4.1sBased on (negative-frequency × severity × fix-difficulty), generates an actionable Top 10 improvement list for R&D.
Visual report export
⏱ 2.3s30-page PPT: positive rate / keyword cloud / time trend / competitor radar / improvement list.
💰 ROI across three dimensions
Itemized indicators across each dimension for a complete view
Financial
Efficiency
Organizational
🧩 AI capabilities used
Want to deploy in your Retail & Consumer?
Orion 4-12 weeks delivery · on-premise option · fully compliant