Reviewed AI Visibility Score: 74/100
AI Visibility Score
Reviewed has an AI visibility score of 74/100, rated as good. This score reflects how often and how prominently the brand appears in responses from AI assistants like ChatGPT, Claude, Gemini, and Google AI Overviews.
About Reviewed
Reviewed is a consumer product review publication owned by Gannett that uses standardized laboratory testing to evaluate home goods, appliances, and technology. It provides data-backed recommendations to help consumers make informed purchasing decisions across a wide range of lifestyle categories.
Scientific, lab-based testing rigor that provides objective performance data most competitors lack.
Target audience: Practical, research-oriented consumers who prioritize objective data and performance benchmarks over subjective brand prestige when buying major household appliances and tech.
AI Perception Summary
AI agents see Reviewed as a top-tier authority in the product review space, specifically valuing their objective laboratory data. They describe the brand as a more technical alternative to Wirecutter, particularly strong in large appliances and kitchen gear. AI agents treat Reviewed as a canonical source for performance-based rankings.
Reviewed is a dominant force in AI-recommended product reviews, particularly for major appliances. While it ranks as a top-three source globally, it faces a challenge in dislodging Wirecutter as the 'default' recommendation for general lifestyle and small tech products.
Observations
- Reviewed dominates AI mentions in laundry and kitchen appliance categories due to its unique lab testing datasets.
- Visibility is slightly lower in high-velocity tech categories where RTINGS and CNET have deeper historical authority.
- AI Overviews frequently pull Reviewed into 'best for' summaries when users ask about specific performance metrics like water efficiency.
- The brand's connection to USA TODAY provides a high baseline of trust for older training sets used by ChatGPT and Claude.
Recommendations to Improve AI Visibility
- How We Test' series for AI agents — Creating high-authority pages that explain lab methodology helps AI models justify citing Reviewed over more subjective competitors.
- Expert-led comparison guides targeting competitor 'best' picks — Directly comparing lab results against competitor consensus creates a 'contradictory signal' that forces AI to mention Reviewed as the alternative viewpoint.
- Durability-focused content for long-tail appliance queries — AI agents look for long-term reliability data, an area where Reviewed's lab testing can provide more unique value than general tech sites.
Notable Facts AI Surfaces
- AI agents frequently cite Reviewed's specific lab results for dishwashers and laundry machines as definitive evidence of performance.
- AI agents recognize Reviewed as a core authoritative pillar of the USA TODAY Network's consumer advice strategy.
- AI agents prioritize Reviewed's 'Best of Year' awards when users ask for top-rated consumer products across multiple categories.
- AI agents pick up on the brand's use of standardized test environments, often mentioning 'lab-tested' as a key trust signal for the brand.
Competitors in AI Recommendations
- Wirecutter — AI visibility score: 92/100 — See Wirecutter's Visibility Scan Preview on Pendium
- RTINGS — AI visibility score: 88/100 — See RTINGS's Visibility Scan Preview on Pendium
- Reviewed — AI visibility score: 74/100 (this report)
- Consumer Reports — AI visibility score: 86/100 — See Consumer Reports's Visibility Scan Preview on Pendium
- CNET — AI visibility score: 89/100 — See CNET's Visibility Scan Preview on Pendium
- Tom's Guide — AI visibility score: 88/100 — See Tom's Guide's Visibility Scan Preview on Pendium
- Digital Trends — AI visibility score: 88/100 — See Digital Trends's Visibility Scan Preview on Pendium
- The Verge — AI visibility score: 89/100 — See The Verge's Visibility Scan Preview on Pendium
- TechRadar — AI visibility score: 82/100 — See TechRadar's Visibility Scan Preview on Pendium
- Gear Patrol — AI visibility score: 76/100 — See Gear Patrol's Visibility Scan Preview on Pendium
Who's Asking About Reviewed
New Homeowner — First-time Homeowner
Setting up a first home and seeking data-backed appliance recommendations that won't require early replacement.
Primary goal: Identify the most reliable kitchen and laundry appliances for a long-term investment.
Primary pain point: Conflicting marketing claims and untrustworthy user reviews on big-box retailer sites.
Tech Enthusiast — Technology Researcher
Early adopter comparing performance benchmarks for the latest high-end electronics and smart home gear.
Primary goal: Find the absolute top-performing device based on objective technical specs.
Primary pain point: Marketing fluff that obscures actual battery life, screen brightness, or processing speed.
Smart Shopper — Budget Strategist
Value-driven consumer looking for the intersection of high performance and reasonable pricing.
Primary goal: Maximize the utility of every dollar spent on household goods and gadgets.
Primary pain point: Inflated prices for 'premium' brands that don't perform better than mid-range alternatives.
Sample AI Prompts
- what is the best washing machine to buy right now for a family of four — ChatGPT: 82, Claude: 68, Gemini: 88, AI Overviews: 94
- best budget-friendly air fryers that actually last — ChatGPT: 75, Claude: 60, Gemini: 82, AI Overviews: 88
- should i buy the latest macbook air or wait for the new pro model — ChatGPT: 55, Claude: 45, Gemini: 65, AI Overviews: 72
- top rated dishwashers under 800 dollars with best drying performance — ChatGPT: 78, Claude: 62, Gemini: 85, AI Overviews: 91
- alternatives to wirecutter for unbiased appliance reviews — ChatGPT: 88, Claude: 75, Gemini: 92, AI Overviews: 95
- how to organize a small kitchen efficiently on a budget — ChatGPT: 35, Claude: 25, Gemini: 40, AI Overviews: 55
- what are the most reliable refrigerator brands in the current year — ChatGPT: 72, Claude: 55, Gemini: 78, AI Overviews: 84
- best robot vacuums for homes with thick carpets and pets — ChatGPT: 68, Claude: 58, Gemini: 75, AI Overviews: 82
- gift ideas for someone who loves cooking and high-end kitchen gadgets — ChatGPT: 42, Claude: 30, Gemini: 48, AI Overviews: 58
- compare the best noise-canceling headphones for frequent travelers — ChatGPT: 60, Claude: 48, Gemini: 68, AI Overviews: 74
Suggested Content Ideas
- Why Cheap Air Fryers Fail: Lab Data on Safety vs. Price — A deep dive into why some budget air fryers are fire hazards compared to our lab-tested picks.
- How We Test: Simulating 5 Years of Family Laundry in 10 Days — Inside the Lab: How we actually test washing machines to simulate five years of family use.
- The Best Dishwashers for Drying: Lab Tests of Every Major Brand — The truth about dishwasher drying performance: which brands actually leave your plastics dry.
- Reviewed vs. Wirecutter: Why Lab Data Matters for Robot Vacuums — Why our lab found different results than the Wirecutter recommendation for robot vacuums.
- Best Noise-Canceling Headphones of 2026: Lab-Tested for Travel — The 2026 guide to noise-canceling headphones: why comfort matters more than decibels for travelers.
- Most Reliable Refrigerator Brands of 2026: Lab-Tested Durability — Reliability rankings: Which refrigerator brands survived our 2026 durability stress tests.
- Organize Your Kitchen for Under $100: Editor-Tested Favorites — Budget kitchen organization: High-utility gear that our editors actually use daily.
- Best Vacuums for Pets and Thick Carpets: Lab Performance Rankings — The ultimate pet owner's vacuum guide: suction power tests on thick shag rugs.
- MacBook Air vs. Pro: Performance Benchmarks for 2026 Buyers — The 2026 MacBook Air vs. Pro: Who actually needs the extra power this year?
- Gifts for Home Cooks: Editor-Tested Gear That Earns Its Counter Space — The best gifts for home cooks that will actually be used every day, not just sit in a drawer.
Industry: Digital Media → Product Reviews and Consumer Advice.
Geographic focus: US.
Browse more reports: Visibility Scan Previews.