Shopping Analyzer (Team Cipher) - #526
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lookharshverma-max wants to merge 2 commits into
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lookharshverma-max wants to merge 2 commits into
lookharshverma-max wants to merge 2 commits into
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Updated README to reflect the new DealPulse v2.0 branding and functionality, including descriptions of features, project structure, and usage instructions.
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🟠 Maintainer review suggested — low confidenceThe automated review could not reach a fully supported conclusion. This review is advisory and does not block merging. |
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Description
DealPulse is an autonomous web intelligence engine designed to help shoppers instantly uncover the true market spread for consumer electronics and goods. By dynamically querying live search results, it aggregates and normalizes product pricing across major Indian retailers, including Amazon India, Flipkart, Croma, and Reliance Digital. Unlike traditional aggregators that rely on restrictive or rate-limited paid APIs, DealPulse fetches raw HTML directly to bypass aggressive anti-bot mitigations and CAPTCHA walls.
At its core, the Node.js backend utilizes Cheerio and regular expressions to parse complex DOM structures and extract accurate numeric price values. To ensure the integrity of the data, the system employs a smart noise-rejection pipeline that automatically filters out irrelevant, low-priced accessories—such as cases, cushions, earpads, and covers. This guarantees that users are comparing genuine device-to-device prices rather than skewed results.
The extracted data is seamlessly served by an Express application to a modern, glassmorphic web dashboard. Users can search for any product and instantly visualize actionable arbitrage metrics, including the optimal lowest price, the peak market high, and the total potential savings across all verified sources, complete with a direct routing link to the cheapest checkout page.
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skill-src/, I ranmake buildand committedskills/Adapter Notes
CliErrorsubclasses instead of rawErrorScreenshots / Output