> ## Knowledge Base Index > Fetch the complete knowledge base index at: https://help.aybee.ai/sitemap.xml > Use this file to discover available pages before exploring further. > Pure-Markdown content can be obtained by appending a '.md' suffix to the content URLs listed in the sitemap (without the trailing slash). # Law: Set Up a Competitive Test (Choose the Right Competitor & Make the PDP Comparable) ## ${color}[#2c6a49](The Science of Fair Competition) A competitive test is only as reliable as its setup. When product presentations are inconsistent, you're not measuring consumer preference — you're measuring presentation bias. Law #3 establishes that realistic, comparable product setups are essential for trustworthy competitive insights. --- ## ${color}[#2c6a49](Table of Contents) 1. The Two Pillars of Competitive Test Setup 2. Pillar 1: Strategic Competitor Selection 3. Pillar 2: Create Comparable Product Presentations 4. Quality Assurance Checklist 5. Remember: Fair Competition Reveals Truth --- ## ${color}[#2c6a49](The Two Pillars of Competitive Test Setup) **Pillar 1: Choose the Right Competitors** **Pillar 2: Create Comparable Product Presentations** --- ## ${color}[#2c6a49](Pillar 1: Strategic Competitor Selection) **Priority Order for Competitor Selection** You Know Your Competition Best: You have the deepest understanding of your competitive landscape. Your market experience and customer feedback give insights no automated tool can replicate. Strategic Selection: Choose competitors that reflect real-world customer decisions. Create a realistic representation of actual purchase behavior to gain genuine market insights. If you are uncertain about which competitor to choose, always feel free to ask the Aybee Team for assistance. --- ## ${color}[#2c6a49](Pillar 2: Create Comparable Product Presentations) **The Foundation: Realistic Market Representation** The Primary Goal: Your product presentations should mirror how consumers actually encounter and compare products in the real market. This means reflecting authentic product presentations as they naturally appear, rather than forcing artificial standardization that doesn't exist in reality. Market Reality Over Guidelines: While consistency is important, the ultimate priority is creating a realistic shopping environment. If competitors naturally present their products differently in the market, your test should reflect these real-world differences. The goal is to understand genuine consumer behavior. Authentic Consumer Experience: Consumers make decisions based on how products are actually presented in stores and online marketplaces. Your competitive setup should replicate this authentic experience to generate insights that translate directly to real-world performance. **Primary Image Consistency** * Same background style (white/neutral preferred) * Similar product sizing and positioning * Consistent image quality and lighting * Same photography style across all products **Product Title Standardization** * Similar length and format across products * Standard structure: Brand, Product Name, Key Feature, Size * Remove promotional language ("Best," "Premium," "Revolutionary") * Maintain factual accuracy while ensuring readability **Secondary Images Strategy** * Consistent number of images for all products * Similar content types: product angles, ingredients, usage context * Consistent quality standards **A+ Content Approach** Use When Available: Include A+ content when competitors naturally have it to reflect real market behavior. Unlike ratings, this is not an all-or-nothing rule—some competitors may not use A+ content, and that's realistic. Content Standards: * Similar depth and quality when included * Focus on factual information, not promotional content * Maintain consistency in presentation style **Price Presentation** Choose One Approach for All Products: * Amazon Current Prices - Real-time marketplace pricing * MSRP/UVP - Manufacturer suggested retail prices **Ratings Strategy** All-or-Nothing Rule: Include ratings for ALL products or NONE. This is the only element that requires complete consistency. When to Include: * Testing established products with review history * Simulating online marketplace conditions When to Exclude: * Testing new products without reviews * Focusing retail market **Product Description Harmonization** * Similar length and depth across descriptions * Consistent information level for features and benefits * Factual tone (not promotional) * Remove superlatives and promotional language --- ## ${color}[#2c6a49](Quality Assurance Checklist) **Visual Standards** * [ ] Consistent image backgrounds and quality * [ ] Similar product sizing and positioning * [ ] Same number of secondary images **Content Standards** * [ ] Product titles similar length and format * [ ] Descriptions comparable depth and tone * [ ] Consistent pricing source and format * [ ] Ratings included for all products or none **Fairness Check** * [ ] No product has presentation advantage * [ ] All essential information included equally * [ ] No promotional language favoring any product --- ## ${color}[#2c6a49](Remember: Fair Competition Reveals Truth) The goal isn't to make your product look good—it's to understand how it truly performs in the market. Fair setups reveal genuine consumer preferences and authentic market dynamics. The Bottom Line: Competitive advantage comes from genuine product superiority, not presentation tricks. Set up fair tests, get honest results, make better decisions.