Vishnu SH@Glint_Vaporguod

How Inqube AI Works Inqube AI, powered by the IBM Granite Model, is a competitor analysis tool that provides deep insights into products and services. Here’s how it works: Step 1: User Input Users enter: Product name. Two-letter country code. Number of search results, YouTube videos, and comments to analyze. Select ‘Service’ or ‘Product’. Step 2: Web Search The Serper tool searches the web for product/service details like name, price, and link. Step 3: Web Scraping The product link is processed by Crew AI’s ScrapeWebsiteTool to extract detailed information from the webpage. Step 4: YouTube Analysis The product name is passed to the YouTube API to find related videos. Video transcripts are extracted using youtube_transcript_api, and comments are collected for sentiment analysis. Step 5: AI Analysis Collected data—transcripts, scraped content, and product details—are passed to the IBM Granite Model (granite-3-8b-instruct). It generates a detailed analysis, including SWOT, pros/cons, and sentiment. This repeats for all search results. Step 6: Final Output Insights are consolidated using the IBM Granite Model. Key metrics (price, ratings, offers) are visualized using Plotly bar graphs. A pie chart shows positive vs. negative comments for sentiment analysis. Visualization Bar Graphs: Compare price, ratings, and offers. Pie Charts: Display sentiment distribution. Inqube AI combines web scraping, YouTube analysis, and AI to deliver actionable insights for competitor analysis and business decisions.