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Fake Sale Detector Extension
Build a consumer shopping assistant that verifies whether a discount is legitimate using historical price tracking shown directly on retailer pages. The strongest pull is immediate money protection at the moment of purchase, with clear evidence that users already value this more than generic coupon tools.
為什麼這很重要
You are shopping online, see a dramatic markdown, and still feel unsure whether the deal is real. Existing tools pile on coupon codes or price-drop badges but rarely tell you if the current offer is actually better than the normal selling price. So you either buy with doubt or open multiple tabs to compare manually. That creates friction on everyday purchases and makes people vulnerable to urgency tactics. A simple, inline price-truth layer solves a highly repeated consumer problem because it works at the exact moment when purchase decisions are made.
- · 專為 Frequent online shoppers who buy on large marketplaces and retail sites several times per month and want to avoid fake discounts without doing manual research. 打造。
- · 最可能的變現方式：freemium。
痛點敘事
You are shopping online, see a dramatic markdown, and still feel unsure whether the deal is real. Existing tools pile on coupon codes or price-drop badges but rarely tell you if the current offer is actually better than the normal selling price. So you either buy with doubt or open multiple tabs to compare manually. That creates friction on everyday purchases and makes people vulnerable to urgency tactics. A simple, inline price-truth layer solves a highly repeated consumer problem because it works at the exact moment when purchase decisions are made.
得分構成
市場信號
Go-to-Market 啟動方案
Desktop-first online shoppers who make at least 5 discretionary retail purchases per month on major marketplaces.
a few hundred thousand reachable early through browser-extension and deal-seeking audiences
SEO long-tail
$4.99/month
100 weekly active users who save at least one product and 20 convert to paid alerts within 30 days
MVP 方案 · 1-2 週
- Build Chrome extension that detects supported retailer product pages
- Create product-page parser for title, current price, seller, and SKU-like fields
- Set up database schema for daily price snapshots by product URL
- Design simple inline widget showing current price versus historical median
- Launch landing page with email capture and install flow
- Add fake-discount logic using rolling 90-day baseline and threshold rules
- Implement saved-product watchlist with email alerts
- Connect a second retailer to validate multi-site parsing
- Instrument analytics for installs, widget views, and alert signups
- Run a small beta with 20 shoppers and collect accuracy feedback
差異化
為什麼這件事可能失敗
自我反駁——最重要的信任度信號
- 1Retailers may change page structure often, making maintenance expensive for a small team.
- 2Consumers may like the feature but still expect it to be free because savings tools are often ad- or affiliate-funded.
- 3If the detector mislabels normal promotions as fake, users will stop trusting the product quickly.
證據綜述
AI 如何合成此洞察——無原話引用
The discussion shows repeated enthusiasm for historical price visibility, with roughly ten comments emphasizing fake sales as a frequent problem. Several participants said price history changed buying decisions or would be valuable on its own, while others requested alerts and inline browsing support. This indicates a clear consumer wedge around price-truth verification rather than generic discount discovery.
行動計畫
在寫程式之前，先驗證這個商機
建議下一步
直接做
需求訊號強烈。痛點真實、付費意願明確——啟動 MVP 開發。
落地頁文案包
基於真實 Reddit 評論整理的即用文案，可直接貼到落地頁
主標題
Fake Sale Detector Extension
副標題
Build a consumer shopping assistant that verifies whether a discount is legitimate using historical price tracking shown directly on retailer pages. The strongest pull is immediate money protection at the moment of purchase, with clear evidence that users already value this more than generic coupon tools.
目標使用者
適合：Frequent online shoppers who buy on large marketplaces and retail sites several times per month and want to avoid fake discounts without doing manual research.
功能列表
✓ Inline 90-day or 180-day price history on product pages ✓ Fake-discount flag based on historical baseline and current seller context ✓ Verified price alerts for saved products across retailers
去哪裡驗證
把落地頁連結發布到 r/Product Hunt · e-commerce——這裡就是這些痛點被發現的地方。
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