Sniffles - AI Fake review detector

Instantly detect fake, suspicious, and bot-generated reviews

Sniffles is a powerful, privacy-first Chrome extension that helps you shop with confidence by instantly identifying fake, deceptive, and bot-generated reviews. Using your own API key for cutting-edge AI models , Sniffles analyzes the authenticity of product reviews directly on the page. Welcome to Sniffles, your ultimate forensic shopping assistant! Sniffles is a powerful, privacy-first Chrome extension designed to help you shop with absolute confidence. By instantly identifying fake, deceptive, incentivized, and bot-generated reviews, Sniffles ensures you never waste money on an artificially boosted product again. Using your own API key for cutting-edge AI models , Sniffles analyzes the authenticity of product reviews directly on the page in seconds. Why Choose Sniffles? In today's e-commerce landscape, five-star ratings can be easily manipulated by review farms and incentivized buyers. Sniffles cuts through the noise. With a single click, our smart scraper gathers up to 20 reviews from the product page and processes them through an advanced AI language model to give you the honest truth. In today's e-commerce landscape, five-star ratings can no longer be trusted blindly. Products are frequently manipulated by massive review farms, hidden seller incentives, and AI-generated text designed to trick algorithms. Sniffles cuts completely through the noise. With a single click, our smart dynamic scraper gathers up to 20 detailed reviews from the product page and processes them through an advanced AI language model to give you the honest, unfiltered truth. What Does Sniffles Detect? - Bot-Generated Text: Identifies reviews written by automated scripts or AI generation tools. - Generic Praise: Flags suspiciously vague positive statements like "Great product, buy it" repeated across multiple accounts. - Incentivized Patterns: Catches subtle wording that suggests the buyer was paid or given a free product in exchange for 5 stars. - Hidden Agendas: Detects unnatural focus on specific SEO keywords rather than genuine user experiences. Key Features: - Instant AI Verification: Detects generic praise, repetitive phrasing, and bot-like patterns instantly. - Universal Compatibility: Works seamlessly on Amazon, Flipkart, Google Reviews, and most major e-commerce platforms. - Minimal & Clean UI: No intrusive popups. Clear, color-coded "AI Verdicts" (Real, Suspicious, or Fake) and plain-English reasons are injected directly beneath each review. - Privacy-First (Bring Your Own Key): Sniffles connects directly to your preferred AI provider (Anthropic, Gemini, or OpenRouter). Your browsing data stays completely private and is never routed through third-party proxy servers. - Overall Trust Score: Get an aggregated trust percentage for the product so you can make quick, informed purchasing decisions. - Instant AI Verification: Get results in seconds. Sniffles reads the reviews so you don't have to. - Universal Compatibility: Works seamlessly on Amazon, Flipkart, Google Reviews, and most major modern e-commerce or quick-commerce platforms. - Minimal & Clean UI: No intrusive popups or distracting animations. Clear, color-coded "AI Verdicts" (Real, Suspicious, or Fake) and plain-English reasoning are injected directly beneath each review. - CSV Export: Download a comprehensive CSV report of the AI's findings for your records or deeper analysis. - Overall Trust Score: Instantly view an aggregated "Trust Percentage" for the entire product page, allowing you to make lightning-fast purchasing decisions. Who is Sniffles For? - Savvy Shoppers who want to ensure they are buying quality products. - Deal Hunters who need to quickly verify if a discounted item has genuine reviews. - Researchers and Journalists tracking deceptive e-commerce marketing tactics. Privacy-First (Bring Your Own Key): Sniffles puts you in complete control. Instead of forcing you to pay a monthly subscription, Sniffles connects directly to your preferred AI provider (Anthropic, Google Gemini, or OpenRouter) using your own API key. This means your browsing data stays completely private and is never routed through our third-party proxy servers. How It Works: 1. Pin Sniffles to your Chrome toolbar. 2. Open the extension settings to securely add your AI API Key (Claude, Gemini, or OpenRouter). 3. Visit any product page with reviews. 4. Click the Sniffles icon and hit "Analyze Page". 5. The extension will instantly display the AI's verdict and reasoning inline on the webpage. 1. Pin Sniffles to your Chrome toolbar for easy access. 2. Open the extension settings to securely add your AI API Key. 3. Visit any product page with reviews (Amazon, Flipkart, etc). 4. Click the Sniffles icon and hit the "Analyze Page" button. 5. Sit back! The extension will instantly display the AI's verdict and reasoning beautifully integrated right onto the webpage. Disclaimer: Sniffles acts as an intelligent shopping assistant, using cutting-edge language models to flag potentially deceptive patterns. While highly sophisticated, AI analysis provides probabilistic predictions rather than absolute guarantees, and occasional false flags may occur. We recommend using Sniffles' Trust Score as a powerful guiding tool to empower your own purchasing judgment.