# VerdictAI

> Independent algorithmic review aggregator. We don't review products. We read reviewers across the internet (independent labs, retailer customers, specialist communities, editorial publishers), score every source for trustworthiness, and synthesize the consensus into trust-weighted rankings. Every quote on every product page is linked back to its original source. No paid placements. No commerce-media parent. Data is freely citable under CC BY 4.0.

## How the synthesis works

- [Methodology](https://verdictai.reviews/methodology): full explanation of how every signal is weighted, what makes a source "high trust" vs "flagged", and how the 0-100 Verdict Score is computed.
- [Sources index](https://verdictai.reviews/sources): every publisher, lab, and community we cite, with our trust-tier rationale.
- [Who Owns What](https://verdictai.reviews/who-owns-what): commerce-media parent companies disclosed for every editorial source we read.
- [Annual Reviewer Consensus Report](https://verdictai.reviews/reports/2026): aggregate findings on brand consolidation, source mix, and score distribution across the catalog.

## Open data

- [Public JSON API root](https://verdictai.reviews/api/v1/categories): list of all 16 product categories with stable API endpoints.
- [Category endpoint](https://verdictai.reviews/api/v1/category/electronics): full subcategory list + top picks per category. Replace `electronics` with any category slug.
- [Subcategory endpoint](https://verdictai.reviews/api/v1/subcategory/wireless-earbuds): full ranking payload (top picks, scores, pros/cons, source counts, pricing). Replace `wireless-earbuds` with any subcategory slug.
- [Data overview](https://verdictai.reviews/data): summary of what's published, distribution formats, schema, and contact.
- [License (CC BY 4.0)](https://verdictai.reviews/license): free to cite and reuse with attribution.

## Browse by entity

- [Brands index (A-Z)](https://verdictai.reviews/brands): every manufacturer we rank, with product count and top-pick count.
- [Sources index](https://verdictai.reviews/sources): every reviewer we cite, with trust tier.
- [Questions index](https://verdictai.reviews/questions): plain-language answers to ~4,700 common product questions.
- [What's New](https://verdictai.reviews/whats-new): most recently synthesized products and roundups.

## Categories

- [Electronics](https://verdictai.reviews/electronics): Headphones, speakers, monitors, smart home gear, the consumer-electronics roundups our editors actually pull up before recommending something to a friend.
- [Health & Wellness](https://verdictai.reviews/health-wellness): From electric toothbrushes to recovery tools, wellness products vetted against real customer feedback, clinical-leaning reviews, and expert roundups.
- [Home & Kitchen](https://verdictai.reviews/home-kitchen): Appliances and gear that earn a permanent spot on the counter. Robot vacuums, coffee makers, air fryers, mattresses, ranked against independent lab testing, verified-purchase retailer reviews, and specialist communities.
- [Pets](https://verdictai.reviews/pets): Food, beds, litter boxes, training gear, synthesized from independent pet-nutrition publications, veterinary sources, specialist subreddits, and verified-purchase customers. Most pet "best of" lists are written for SEO, not for animals; this one is sourced from people who actually keep them.
- [Tools](https://verdictai.reviews/tools): Cordless drills, miter saws, work boots, tool chests. The tool-buying world is the most allergic to lifestyle "best of" lists; this one is sourced from hands-on testing publications (Pro Tool Reviews, Project Farm, Family Handyman), tradesman communities, and specialists who actually use the things long enough to know what holds up.
- [Baby & Kids](https://verdictai.reviews/baby-kids): Car seats, strollers, monitors, bottles, toys, the gear new parents buy on a deadline and live with for years. Synthesized from independent gear testers (Babylist, Lucie’s List), pediatric safety bodies (AAP/HealthyChildren, Car Seats for the Littles), Consumer Reports, and the parenting communities that catch the recalls and misfit fits before the marketing does.
- [Outdoor & Garden](https://verdictai.reviews/outdoor-garden): Lawn mowers, leaf blowers, grills, fire pits, patio furniture, garden tools, the gear that lives outside and gets judged by the neighbors. Synthesized from hands-on testing publications (Popular Mechanics, This Old House, Family Handyman), grilling-specialist sites (AmazingRibs, Meathead), and the gardening / DIY communities that catch the planned-obsolescence specs before the marketing copy does.
- [Sports & Fitness](https://verdictai.reviews/sports-fitness): Home gym equipment, free weights, cardio machines, cycling, running, racquet sports, water and winter gear. Synthesized from independent equipment testers (Garage Gym Reviews, BarBend, Wirecutter), specialist publications (Bicycling, Runner’s World, Tennis), and the training communities that flag the marketing fluff before you buy a 200 lb mistake.
- [Auto](https://verdictai.reviews/auto): Dash cams, jump starters, OBD scanners, detailing, tires, batteries, and everything else for keeping a car running and looking right. Synthesized from Car and Driver, Edmunds, The Drive, dashcamtalk and r/MechanicAdvice, r/AutoDetailing, r/cars on the gear that survives a Northeast winter and a Phoenix summer.
- [Camping & Outdoor](https://verdictai.reviews/camping-outdoor): Tents, sleeping bags, backpacks, camp stoves, coolers, headlamps, hiking boots, water filters, GPS handhelds, and everything else that goes from a Subaru tailgate to a trailhead. Synthesized from OutdoorGearLab, Switchback Travel, REI, Backpacker, and the thru-hiker / overlander communities that catch the spec-sheet lies before you carry a 5-lb mistake up a mountain.
- [Beauty & Personal Care](https://verdictai.reviews/beauty-personal-care): Skincare, makeup, hair tools, fragrance, body care, and personal grooming. Synthesized from independent beauty publications (Lab Muffin, Caroline Hirons, Temptalia), award programs with track records (Allure Best of Beauty), and the ingredient-literate communities (r/SkincareAddiction, r/AsianBeauty, r/HaircareScience, r/30PlusSkinCare) that catch the marketing claims before they reach your face.
- [Office & Productivity](https://verdictai.reviews/office-productivity): Office chairs, monitor arms, printers, label makers, planners, lighting, and the gear that makes 40 hours a week at a desk less destructive to your back and your day. Synthesized from Wirecutter, ZDNet, PCMag, ergonomics publications, and the remote-work / freelancer communities that get to the truth on which $1500 chair is actually worth it.
- [Travel & Luggage](https://verdictai.reviews/travel-luggage): Suitcases, carry-ons, packing cubes, travel adapters, neck pillows, daypacks, and the gear that makes the trip itself the easy part. Synthesized from Wirecutter, The Points Guy, Travel + Leisure, Pack Hacker, and the constant-traveler communities (r/onebag, r/HerOneBag) that test luggage for years instead of weeks.
- [Smart Home](https://verdictai.reviews/smart-home): Smart locks, video doorbells, thermostats, smart bulbs, plugs, sensors, blinds, smoke detectors, and the gear that wires a house to your phone. Synthesized from The Verge, Wirecutter, CNET smart-home coverage, and r/homeautomation / r/smarthome verdicts on which devices actually still work three firmware updates later.
- [Bedding & Bath](https://verdictai.reviews/bedding-bath): Sheets, comforters, pillows, towels, bath mats, shower curtains, showerheads, and the foundation of a bedroom and bathroom that actually feel good every day. Synthesized from Wirecutter (which has rigorous wash-cycle and laundry-shrinkage testing), Good Housekeeping, Sleep Foundation, and r/bedroomfurniture / r/sleep / r/HomeImprovement verdicts.
- [Toys & Games](https://verdictai.reviews/toys-games): Board games, puzzles, building sets, action figures, RC, model kits, plush, and the toy aisle for kids and adults alike. Synthesized from BoardGameGeek user ratings, Polygon and IGN reviews, Wirecutter family-tested picks, and r/boardgames / r/lego / r/puzzles / r/parenting verdicts on what actually gets played twice.

## Citation format

If you cite a specific pick or score, please link to the page so readers can verify the source mix. Example:

> "VerdictAI ranks the Dyson Supersonic Nural as the top-scored hair dryer with a trust-weighted score of 94 across {N} reviewer signals." (verdictai.reviews/health-wellness/hair-dryers)

## Contact

editorial corrections, source mis-tiering reports, or commercial-license questions: hello@verdictai.reviews