---
title: "Automotive SI Ranking: Which Brands Does SI Recommend? (October 2026) | Brantial"
description: "The brands SI names most often across 500 English questions about automotive, with no country given: Toyota, Honda, Kia. October 2026 measurement."
source_url: "https://brantial.ai/si-sector-index/automotive/"
lang: "en"
---

SI SECTOR INDEX · GLOBAL

# Which automotive brands does SI recommend?

Find your brand in the automotive ranking

POPULAR QUESTIONS Claude Opus 5.5

Awareness

What's the actual difference between a crossover and an SUV?

BRANDS SI NAMED 1 Toyota 2 Honda 3 Nissan

ANSWERED BY

Awareness

What does a vehicle history report actually show?

BRANDS SI NAMED 1 Carfax 2 AutoCheck 3 HPI

ANSWERED BY

Awareness

Why do some engines last 300,000 miles and others don't?

BRANDS SI NAMED 1 Toyota 2 Lexus 3 Mercedes-Benz

ANSWERED BY

Consideration

Should I mention my trade-in before or after agreeing on a price?

BRANDS SI NAMED 1 CarMax 2 Carvana 3 WeBuyAnyCar

ANSWERED BY

Consideration

SUV or estate car for a family with two kids and a dog?

BRANDS SI NAMED 1 Skoda 2 Volvo 3 Toyota

ANSWERED BY

Consideration

Which car body style is easiest to get in and out of with bad knees?

BRANDS SI NAMED 1 Honda 2 Toyota 3 Kia

ANSWERED BY

Decision

Minivan vs three-row SUV, which should we pick for a family of six?

BRANDS SI NAMED 1 Toyota 2 Honda 3 Kia

ANSWERED BY

Decision

How do I check the battery health of a used EV before buying?

BRANDS SI NAMED 1 Aviloo 2 Recurrent 3 Leaf Spy

ANSWERED BY

See all 500 questions

**500** automotive questions tracked in Claude Opus 5.5 answers, with no country given.

| Question | Model | Top mentioned brands |
| --- | --- | --- |
| What's the actual difference between a crossover and an SUV? Awareness |  | ToyotaHondaNissan |
| Should I mention my trade-in before or after agreeing on a price? Consideration |  | CarMaxCarvanaWeBuyAnyCar |
| Minivan vs three-row SUV, which should we pick for a family of six? Decision |  | ToyotaHondaKia |
| What does a vehicle history report actually show? Awareness |  | CarfaxAutoCheckHPI |
| SUV or estate car for a family with two kids and a dog? Consideration |  | SkodaVolvoToyota |
| How do I check the battery health of a used EV before buying? Decision |  | AvilooRecurrentLeaf Spy |
| Why do some engines last 300,000 miles and others don't? Awareness |  | ToyotaLexusMercedes-Benz |
| Which car body style is easiest to get in and out of with bad knees? Consideration |  | HondaToyotaKia |
| Which electric SUV should we buy for long weekend trips with the kids? Decision |  | TeslaKiaHyundai |
| What's the difference between a full hybrid and a mild hybrid? Awareness |  | ToyotaLexusHonda |
| What kinds of cars hold their value best? Consideration |  | ToyotaLexusHonda |
| Which hybrid gives the best real-world fuel economy for the money? Decision |  | ToyotaHondaKia |
| Why do some brands top reliability surveys year after year? Awareness |  | ToyotaLexusMazda |
| Do vans hold their value better than cars? Consideration |  | FordMercedes-BenzVolkswagen |
| Which route planner app should I use for EV road trips? Decision |  | A Better RouteplannerTeslaHyundai |
| Are manual cars going to disappear completely? Awareness |  | MazdaToyotaPorsche |
| Are paid vehicle history reports worth it or are free checks enough? Consideration |  | CarfaxAutoCheckHPI |
| Which engine oil should I buy for my car? Decision |  | CastrolValvolineLiqui Moly |
| What is vehicle telematics and does a small fleet need it? Awareness |  | SamsaraGeotabVerizon Connect |
| cheap older car cash or newer car on finance for my first car? Consideration |  | ToyotaHondaMazda |
| Should I buy EV-specific tyres when my current ones wear out? Decision |  | MichelinPirelliHankook |
| How do performance hybrids use electric motors for extra power? Awareness |  | FerrariMcLarenPorsche |
| Are online used car retailers that deliver to your door worth it? Consideration |  | CarvanaCarMaxCinch |
| Should I pay extra for a premium car battery or is a budget one fine? Decision |  | VartaBoschExide |
| Should I buy a car with 150,000 km on it if it's been well maintained? Consideration |  | ToyotaLexusHonda |
| What's a realistic budget for a reliable first car? Decision |  | ToyotaHondaMazda |
| Is an EV a good choice for a first car? Consideration |  | RenaultMGBYD |
| We want a car that lasts 15 years, which brand should we go for? Decision |  | ToyotaLexusHonda |
| Which electric family cars get the longest real-world range? Consideration |  | TeslaVolkswagenHyundai |
| Which used SUV should I buy if I plan to keep it for a decade? Decision |  | ToyotaHondaMazda |
| Which cheap used EVs are the most reliable? Consideration |  | KiaHyundaiNissan |
| Which family car should we pick to fit two car seats and a big stroller? Decision |  | SkodaToyotaHonda |
| Are electric vans cheaper to run for a delivery business? Consideration |  | FordMercedes-BenzRenault |
| How do I get charging points installed at my business premises? Decision |  | ChargePointWallboxZaptec |
| Which EVs handle cold weather best? Consideration |  | TeslaHyundaiKia |
| Where can I get fleet discounts on tyres for a few vans? Decision |  | MichelinContinentalBridgestone |
| Is a Toyota Prius still worth buying or are there better hybrids now? Consideration |  | ToyotaHondaKia |
| We need room for a big dog crate, what kind of car should we buy? Decision |  | SkodaVolvoSubaru |
| Does an 800-volt EV really charge that much faster? Consideration |  | HyundaiKiaPorsche |
| Is the sport pack on a new car worth the extra money or just for looks? Decision |  | BMWAudiMercedes-Benz |
| Is it a good idea to drive an electric car across Europe in summer? Consideration |  | TeslaIonityA Better Routeplanner |
| How can I cut fuel costs for a small fleet of work vehicles? Consideration |  | SamsaraGeotabVerizon Connect |
| Diesel or petrol van for mostly local deliveries? Consideration |  | FordRenaultMercedes-Benz |
| Which family SUVs have the best real-world fuel economy? Consideration |  | ToyotaHondaHyundai |
| How should I schedule servicing for several work vehicles without losing days? Consideration |  | FleetioGeotabSamsara |
| Michelin or cheaper tyres, is the difference really worth the money? Consideration |  | MichelinHankookKumho |
| Are extended car warranties worth it? Consideration |  | ToyotaLexusHonda |
| Is an extended warranty worth it on a used luxury car? Consideration |  | Land RoverBMWMercedes-Benz |
| Should a long warranty be a big factor when choosing a car? Consideration |  | KiaHyundaiMG |
| Is Kia's long warranty a good enough reason to pick one over a rival? Consideration |  | KiaHyundaiToyota |
| Can I lease a performance car without crazy monthly payments? Consideration |  | VolkswagenHyundaiToyota |
| Is it worth owning a car at all if I only drive on weekends? Consideration |  | ZipcarTuroGetaround |
| Second car for the family, cheap runaround or something newer? Consideration |  | NissanRenaultMG |
| Should I downsize to a smaller car now that I've retired? Consideration |  | ToyotaHondaSkoda |
| Which car brands are the most reliable right now? Consideration |  | ToyotaLexusMazda |
| Which car brands should I avoid if I care about reliability? Consideration |  | Land RoverJaguarJeep |
| Are Asian car brands still more reliable than European ones? Consideration |  | ToyotaLexusMazda |
| Should I avoid Land Rover if reliability matters most to me? Consideration |  | Land RoverToyotaLexus |
| Are luxury cars less reliable than mainstream ones? Consideration |  | Land RoverBMWMercedes-Benz |
| Which engines have known problems I should avoid on used cars? Consideration |  | StellantisPeugeotCitroën |
| Which cars are known to go past 300,000 km without major work? Consideration |  | ToyotaLexusHonda |
| Are small turbo engines reliable in the long run? Consideration |  | FordPeugeotCitroën |
| Are CVT gearboxes really unreliable? Consideration |  | NissanToyotaHonda |
| Should I worry about the Volkswagen DSG gearbox on a used car? Consideration |  | VolkswagenAudiSkoda |
| Which small cars have the best crash test results? Consideration |  | ToyotaHondaVolkswagen |
| Is Volvo still the safest car brand? Consideration |  | VolvoMercedes-BenzSubaru |
| How good are self-driving features on cars right now? Consideration |  | General MotorsFordTesla |
| Which cars can fit three child seats across the back? Consideration |  | PeugeotCitroënVolkswagen |
| Small van or large van for a one-person trades business? Consideration |  | FordVolkswagenCitroën |
| Is the Ford Ranger a good work truck for a small building firm? Consideration |  | FordToyotaIsuzu |
| Are van racking and shelving conversions worth paying for? Consideration |  | SortimoBottRanger Design |
| Are electric vans practical for a business doing 200 km a day? Consideration |  | FordMercedes-BenzVolkswagen |
| Which electric vans are most recommended for small businesses? Consideration |  | FordVolkswagenMercedes-Benz |
| Is a used Renault Zoe a good cheap first EV? Consideration |  | RenaultNissanPeugeot |
| Is a used electric MPV a sensible family car? Consideration |  | CitroënPeugeotToyota |
| Why do luxury cars depreciate so fast? Awareness |  | BMWMercedes-Benz |
| Is a pickup truck practical as an everyday car? Consideration |  | FordToyota |
| How do I order a new car from the factory instead of taking dealer stock? Decision |  | TeslaPolestar |
| What does a new car manufacturer warranty actually cover? Awareness |  | KiaToyota |
| Toyota or Honda for a first car that will last? Consideration |  | ToyotaHonda |
| Where can I compare new car prices from different dealers without getting hounded? Decision |  | CarwowTrueCar |
| Does the factory warranty transfer when I buy a used car? Awareness |  | HyundaiKia |
| Mazda CX-5 or Honda CR-V for a small family? Consideration |  | HondaMazda |
| Tesla Model 3 or Hyundai Ioniq 6, which is the better buy? Decision |  | TeslaHyundai |
| What is a car subscription and how is it different from leasing? Awareness |  | VolvoSixt |
| Are ex-rental cars good value or should I avoid them? Consideration |  | HertzEnterprise |
| What's a good fuel economy figure to look for in a first car? Decision |  | ToyotaHonda |
| How many years can a well-maintained modern car realistically last? Awareness |  | ToyotaHonda |
| Is it worth buying a used Lexus instead of a new Toyota? Consideration |  | LexusToyota |
| Is it worth buying a trickle charger for a car I rarely drive? Decision |  | CTEKNOCO |
| Does towing a trailer with an EV really halve the range? Consideration |  | FordRivian |
| Used Lexus or used BMW for a reliable executive car? Decision |  | LexusBMW |
| Should I only charge my EV to 80 percent? Consideration |  | TeslaBYD |
| Manual or automatic, which should I pick for resale value? Decision |  | PorscheBMW |
| LFP or NMC battery, which is better for an EV? Consideration |  | TeslaBYD |
| Ford Mustang Mach-E or Tesla Model Y for a family of four? Decision |  | FordTesla |
| Is a used Nissan Leaf a good cheap commuter car? Consideration |  | NissanLeaf Spy |
| Are hybrid batteries expensive to replace on an older car? Consideration |  | ToyotaLexus |
| Are hybrids more reliable than regular petrol cars? Consideration |  | ToyotaLexus |
| Which public charging networks are the most reliable? Consideration |  | TeslaIonity |
| All-season tires or separate winter tires? Consideration |  | MichelinGoodyear |
| Is a cheap OBD2 scanner worth having to read engine codes? Consideration |  | Car ScannerTorque |
| Are lease takeover sites a good way to escape a car lease? Consideration |  | SwapaleaseLeaseTrader |
| Ford Transit or Mercedes-Benz Sprinter for a delivery business? Consideration |  | FordMercedes-Benz |
| Why are SUVs taking over and sedans disappearing? Awareness |  | Ford |
| Is buying a car online without a test drive a bad idea? Consideration |  | Carvana |
| What's a fair discount to ask for on a new car? Decision |  | Carwow |
| How long do electric car batteries last? Awareness |  | Geotab |
| Do electric cars depreciate faster than petrol cars? Consideration |  | Tesla |
| Used EV or new hybrid for the same budget, which should I pick? Decision |  | Toyota |
| Does fast charging damage an EV battery? Awareness |  | Geotab |
| Is a used electric car a smart buy or a risk? Consideration |  | Nissan |
| How do I get a proper long test drive of an electric car before buying? Decision |  | Turo |
| How do people plan long road trips in an electric car? Awareness |  | A Better Routeplanner |
| Do EVs struggle in extreme heat as well? Consideration |  | Nissan |
| How do I choose the right replacement battery for my car? Decision |  | BMW |
| Why do EV brake discs rust, and do the pads last longer? Awareness |  | Volkswagen |
| Can non-Tesla EVs use Tesla Superchargers now? Consideration |  | Tesla |
| Where can I find reliable repair guides for my specific car? Decision |  | Haynes |
| Why does my electric car still have a 12-volt battery that can go flat? Awareness |  | Tesla |
| Do small cars always use less fuel than bigger ones? Consideration |  | Toyota |
| How do I find a good car lease deal? Decision |  | Leasing.com |
| Is a portable jump starter better than jump leads? Consideration |  | NOCO |
| Is Tesla Full Self-Driving worth paying for? Decision |  | Tesla |
| Is it smarter to lease an EV rather than buy one? Consideration |  | Tesla |
| Are BMWs really that expensive to keep running once the warranty ends? Consideration |  | BMW |
| Is BYD a brand I can trust for my first EV? Consideration |  | BYD |
| Should I avoid a used car model that's had lots of recalls? Consideration |  | Takata |
| Do I really need all-wheel drive like a Subaru for snowy winters? Consideration |  | Subaru |
| Are run-flat tyres worth keeping or should I swap to normal ones? Consideration |  | BMW |
| How do you handle kids and charging stops on a long EV trip? Consideration |  | A Better Routeplanner |
| Do seven-seaters lose value faster than regular SUVs? Consideration |  | Toyota |
| What's the difference between a car's list price and the on-the-road price? Awareness |  | no brand named |
| Should I buy a brand new car or a nearly new one? Consideration |  | no brand named |
| What paperwork should I check before signing for a new car? Decision |  | no brand named |
| How long does a new car order usually take to arrive? Awareness |  | no brand named |
| Is it smarter to buy a new car at the end of the model year? Consideration |  | no brand named |
| Is now a good time to buy a new car or should I wait? Decision |  | no brand named |
| How much profit does a dealer actually make on a new car? Awareness |  | no brand named |
| is it better to negotiate a car price by email or in person Consideration |  | no brand named |
| How do I get a dealer to beat another dealer's quote? Decision |  | no brand named |
| Why do car dealers push their own financing so hard? Awareness |  | no brand named |
| Are dealer add-ons like paint protection ever worth paying for? Consideration |  | no brand named |
| Best time of the month to buy a car for a better deal? Decision |  | no brand named |
| What does trim level mean when you're buying a car? Awareness |  | no brand named |
| Is a seven-seater worth it if we only need the third row occasionally? Consideration |  | no brand named |
| Which trim level should I pick for the best resale value? Decision |  | no brand named |
| What's the difference between factory-fitted and dealer-fitted accessories? Awareness |  | no brand named |
| Hatchback or sedan for mostly city driving? Consideration |  | no brand named |
| What should I inspect before driving a new car off the lot? Decision |  | no brand named |
| What happens at a new car handover appointment? Awareness |  | no brand named |
| Higher trim or base model plus a few options, which is better value? Consideration |  | no brand named |
| Is it worth paying to have a new car delivered to my home? Decision |  | no brand named |
| Is there still a break-in period for new cars? Awareness |  | no brand named |
| Which car options are actually worth paying extra for? Consideration |  | no brand named |
| Can I back out of a new car order after paying a deposit? Decision |  | no brand named |
| How much value does a new car lose in the first year? Awareness |  | no brand named |
| Are bigger alloy wheels worth it or do they ruin the ride? Consideration |  | no brand named |
| How do I get a dealer to throw in extras instead of a discount? Decision |  | no brand named |
| What should a pre-purchase inspection on a used car include? Awareness |  | no brand named |
| Is a panoramic sunroof worth the extra cost? Consideration |  | no brand named |
| What questions should I ask a private seller before going to view a car? Decision |  | no brand named |
| How can you tell if a used car has been in an accident? Awareness |  | no brand named |
| Do I really need built-in navigation if I just use my phone? Consideration |  | no brand named |
| How do I check if a used car still has finance owing on it? Decision |  | no brand named |
| How can I tell if a used car's odometer has been rolled back? Awareness |  | no brand named |
| Can I refuse delivery of a new car if it has a scratch? Consideration |  | no brand named |
| How do I work out a fair price for a used car? Decision |  | no brand named |
| What can a VIN tell you about a car? Awareness |  | no brand named |
| Does car colour really affect resale value? Consideration |  | no brand named |
| How much can I usually knock off the asking price of a used car? Decision |  | no brand named |
| Why did used car prices go up so much in the last few years? Awareness |  | no brand named |
| Does high mileage hurt resale value more than age? Consideration |  | no brand named |
| A used car is priced well below similar ones, should I go for it or is it a trap? Decision |  | no brand named |
| Do I have any comeback if a privately bought car breaks down a week later? Awareness |  | no brand named |
| Should my next new car be electric or is it still too early? Consideration |  | no brand named |
| Where can I check what a used car is worth before buying it? Decision |  | no brand named |
| How do instant online car buying services work out their offers? Awareness |  | no brand named |
| Is it worth paying a mechanic to inspect a used car before buying? Consideration |  | no brand named |
| What's the safest way to pay a private seller for a car? Decision |  | no brand named |
| What does certified pre-owned actually mean? Awareness |  | no brand named |
| What are the red flags to watch for on a used car test drive? Consideration |  | no brand named |
| What paperwork do I need when buying a car privately? Decision |  | no brand named |
| What do approved used car warranties normally cover? Awareness |  | no brand named |
| Can I check over a used car myself if I know nothing about engines? Consideration |  | no brand named |
| How do I get the most money when selling my car? Decision |  | no brand named |
| How many miles is too many for a used car? Awareness |  | no brand named |
| Is a compression test worth doing before buying a used car? Consideration |  | no brand named |
| What should I do before handing my car over to a buyer? Decision |  | no brand named |
| What big repairs should I expect once a car passes 100,000 miles? Awareness |  | no brand named |
| Should I walk away from a car with no service history? Consideration |  | no brand named |
| How do I sell a car that still has finance on it? Decision |  | no brand named |
| How does an electric car actually work compared to a petrol car? Awareness |  | no brand named |
| Is a car that was previously written off ever worth buying? Consideration |  | no brand named |
| Can I negotiate the price on a certified pre-owned car? Decision |  | no brand named |
| Do electric cars need oil changes or regular servicing? Awareness |  | no brand named |
| Is a five-year-old car the sweet spot for value? Consideration |  | no brand named |
| Are there government incentives for buying an EV, and how do I find out what applies to me? Decision |  | no brand named |
| What is regenerative braking and how does it work? Awareness |  | no brand named |
| Is it safer to buy a used car from a dealer or a private seller? Consideration |  | no brand named |
| Should I pay extra for the long-range battery version? Decision |  | no brand named |
| Why is real-world EV range lower than the advertised figure? Awareness |  | no brand named |
| How do I avoid scams when buying a car from an online listing? Consideration |  | no brand named |
| What should I check when buying a second-hand EV? Decision |  | no brand named |
| Does driving fast on the motorway really kill EV range? Awareness |  | no brand named |
| Is it worth travelling a long way to buy the right used car? Consideration |  | no brand named |
| Is it worth paying more for a used EV that still has battery warranty left? Decision |  | no brand named |
| What does range anxiety mean and is it a real problem? Awareness |  | no brand named |
| Should I sell my car privately or trade it in at the dealer? Consideration |  | no brand named |
| How do I work out if switching to an EV would save me money? Decision |  | no brand named |
| What causes an EV battery to degrade over time? Awareness |  | no brand named |
| Are instant cash-for-your-car offers a rip-off? Consideration |  | no brand named |
| What costs should I budget for before buying my first EV? Decision |  | no brand named |
| How much does it cost to run an electric car for a year? Awareness |  | no brand named |
| Is it worth fixing dents and scratches before selling a car? Consideration |  | no brand named |
| Is it worth replacing a paid-off petrol car with an EV just to save on fuel? Decision |  | no brand named |
| How much range do electric cars lose in winter? Awareness |  | no brand named |
| Is a certified pre-owned car worth the extra money? Consideration |  | no brand named |
| Should I pay extra for the heat pump option on an EV? Decision |  | no brand named |
| How does an EV heat its cabin, and why does that drain the battery? Awareness |  | no brand named |
| Do certified pre-owned inspections actually catch problems, or is it just marketing? Consideration |  | no brand named |
| Is it worth paying more for a plug-in hybrid over a regular hybrid? Decision |  | no brand named |
| Do self-charging hybrids ever need to be plugged in? Awareness |  | no brand named |
| Is an ex-demo car a good way to save money on a nearly new car? Consideration |  | no brand named |
| How much does it cost to install a home EV charger? Decision |  | no brand named |
| How does a plug-in hybrid work and how far can it go on electric only? Awareness |  | no brand named |
| Is a high-mileage highway car better than a low-mileage city car? Consideration |  | no brand named |
| How do I choose an electrician to install a wallbox charger? Decision |  | no brand named |
| Why are plug-in hybrids heavier and thirstier than normal cars on long trips? Awareness |  | no brand named |
| Is a 10-year-old car with really low miles a good buy? Consideration |  | no brand named |
| How do I pay at a public EV charger without downloading an app? Decision |  | no brand named |
| How does charging an electric car at home work? Awareness |  | no brand named |
| Are high-mileage diesels still worth buying? Consideration |  | no brand named |
| Which charging cable do I need to buy for my EV? Decision |  | no brand named |
| How long does it take to fully charge an EV at home overnight? Awareness |  | no brand named |
| Is an electric car practical if I can't charge at home? Consideration |  | no brand named |
| Should I choose an EV based on how fast it can rapid charge? Decision |  | no brand named |
| How do public EV charging stations work? Awareness |  | no brand named |
| Are electric cars really greener once you count battery production? Consideration |  | no brand named |
| Should I rent an EV for a road trip before buying one? Decision |  | no brand named |
| What's the etiquette at public EV chargers? Awareness |  | no brand named |
| Is one-pedal driving in an EV something you get used to? Consideration |  | no brand named |
| How do I find the cheapest electricity tariff for charging my EV? Decision |  | no brand named |
| What's the difference between AC and DC charging? Awareness |  | no brand named |
| How much range do I actually need in an electric car? Consideration |  | no brand named |
| How much does it cost to fully charge an electric car? Decision |  | no brand named |
| What does kW mean when people talk about EV charging speed? Awareness |  | no brand named |
| Is 250 miles of range enough for a 60-mile daily commute? Consideration |  | no brand named |
| Is a home battery for storing cheap night-time electricity worth buying for my EV? Decision |  | no brand named |
| Why does EV charging slow down so much after 80 percent? Awareness |  | no brand named |
| How much does it cost to replace an electric car battery? Consideration |  | no brand named |
| Roof box or towbar bike rack, which uses less fuel on a road trip? Decision |  | no brand named |
| Why is public rapid charging so much more expensive than charging at home? Awareness |  | no brand named |
| What does the battery warranty on an EV usually cover? Consideration |  | no brand named |
| Are those fuel saver devices sold online a scam or worth trying? Decision |  | no brand named |
| Does air conditioning really use more fuel than driving with the windows down? Awareness |  | no brand named |
| Is an older EV without rapid charging still usable day to day? Consideration |  | no brand named |
| Could low emission zones make a diesel car hard to use or sell later? Decision |  | no brand named |
| Does cruise control actually save fuel? Awareness |  | no brand named |
| Are ex-fleet electric cars worth buying? Consideration |  | no brand named |
| Where can I find real owners' fuel economy figures before buying a car? Decision |  | no brand named |
| What's the actual difference between petrol and diesel engines? Awareness |  | no brand named |
| Is an EV actually cheaper to run than a petrol car over five years? Consideration |  | no brand named |
| Is a portable tyre inflator worth buying to keep in the car? Decision |  | no brand named |
| Is premium fuel worth it or just marketing? Awareness |  | no brand named |
| Do EV tyres wear out faster, and does that add much to running costs? Consideration |  | no brand named |
| What should a basic car service include so I know I'm not overpaying? Decision |  | no brand named |
| What is a diesel particulate filter and why does it clog? Awareness |  | no brand named |
| Do EVs end up costing more because accident repairs are so expensive? Consideration |  | no brand named |
| How much should a regular car service cost? Decision |  | no brand named |
| Why do I never get the official fuel economy figures in real life? Awareness |  | no brand named |
| Is an EV a bad idea if I live somewhere with very cold winters? Consideration |  | no brand named |
| How do I book a car service without being upsold on things I don't need? Decision |  | no brand named |
| How much do underinflated tyres affect fuel consumption? Awareness |  | no brand named |
| Does preconditioning an EV really help in the cold? Consideration |  | no brand named |
| Is it cheaper to do an oil change myself or pay a garage? Decision |  | no brand named |
| How do I find the correct tire pressure for my car? Awareness |  | no brand named |
| Is a hybrid worth it if most of my driving is on the highway? Consideration |  | no brand named |
| Should we pick the petrol or the hybrid version of the same family car? Decision |  | no brand named |
| What does the tyre pressure warning light mean and can I keep driving? Awareness |  | no brand named |
| Hybrid or diesel for a family that does lots of long trips? Consideration |  | no brand named |
| Is it worth buying engine oil in bulk for several vans? Decision |  | no brand named |
| How often does a car actually need a service? Awareness |  | no brand named |
| Plug-in hybrid or full EV, which makes more sense for me? Consideration |  | no brand named |
| Where's the cheapest place to buy and fit new tyres? Decision |  | no brand named |
| How often should I change the oil in my car? Awareness |  | no brand named |
| Is a plug-in hybrid pointless if I never charge it? Consideration |  | no brand named |
| How much should a brake pad replacement cost? Decision |  | no brand named |
| What do the numbers on engine oil like 5W-30 mean? Awareness |  | no brand named |
| Do plug-in hybrids make sense as company cars? Consideration |  | no brand named |
| How do I get a second opinion on an expensive repair quote? Decision |  | no brand named |
| How do I know when my tyres need replacing? Awareness |  | no brand named |
| Is a used plug-in hybrid a good stepping stone before going fully electric? Consideration |  | no brand named |
| What should I ask a garage before agreeing to a repair? Decision |  | no brand named |
| How do I read the size and date code on a tyre sidewall? Awareness |  | no brand named |
| Can I just charge my EV from a normal wall socket? Consideration |  | no brand named |
| What's a good starter tool kit to buy for DIY car maintenance? Decision |  | no brand named |
| How do I know when my brake pads need replacing? Awareness |  | no brand named |
| Is a smart home charger worth it over a basic one? Consideration |  | no brand named |
| Should I get the car checked before a long road trip, and what should they look at? Decision |  | no brand named |
| Why do my brakes squeal when I stop? Awareness |  | no brand named |
| Can I charge an EV at home if I only have street parking? Consideration |  | no brand named |
| What should I buy for a winter emergency kit in the car? Decision |  | no brand named |
| Why do car batteries die in cold weather? Awareness |  | no brand named |
| Is it worth pairing a home EV charger with solar panels? Consideration |  | no brand named |
| How do I spot a bad extended warranty before I sign? Decision |  | no brand named |
| What does the check engine light mean and is it safe to keep driving? Awareness |  | no brand named |
| Are destination chargers at hotels and shops worth planning around? Consideration |  | no brand named |
| Can I cancel an extended warranty and get a refund? Decision |  | no brand named |
| What do the different colours of dashboard warning lights mean? Awareness |  | no brand named |
| Are slow lamp-post chargers on residential streets good enough for daily use? Consideration |  | no brand named |
| How do I push a warranty claim when the dealer says it's not covered? Decision |  | no brand named |
| What should I do if the oil pressure light comes on while driving? Awareness |  | no brand named |
| Is peak charging speed or the charging curve more important? Consideration |  | no brand named |
| How do I get pre-approved for a car loan before going to the dealer? Decision |  | no brand named |
| Does using an independent garage void my manufacturer warranty? Awareness |  | no brand named |
| Is a long road trip in an EV actually stressful? Consideration |  | no brand named |
| What's a reasonable interest rate on a used car loan right now? Decision |  | no brand named |
| What basic car maintenance can I do myself? Awareness |  | no brand named |
| How much longer does a 500-mile trip take in an EV? Consideration |  | no brand named |
| Should I lease or buy vans for my business? Decision |  | no brand named |
| How should I prepare my car for winter? Awareness |  | no brand named |
| Can I take an EV on a road trip through rural areas with few chargers? Consideration |  | no brand named |
| What mileage allowance should I pick on a car lease? Decision |  | no brand named |
| What does an extended car warranty usually cover? Awareness |  | no brand named |
| Are EV charging subscriptions worth it if I fast charge often? Consideration |  | no brand named |
| Should I pay the final balloon payment or hand the car back? Decision |  | no brand named |
| Why do extended warranty claims get rejected so often? Awareness |  | no brand named |
| Is it cheaper to charge work vans at the depot or on public chargers? Consideration |  | no brand named |
| How do I refinance a balloon payment when it comes due? Decision |  | no brand named |
| Can aftermarket parts or modifications void my car warranty? Awareness |  | no brand named |
| Which driving habits save the most fuel? Consideration |  | no brand named |
| How do I sign up for a car subscription and what do I need? Decision |  | no brand named |
| How does a car loan work? Awareness |  | no brand named |
| Is coasting in neutral a good way to save fuel? Consideration |  | no brand named |
| Can I cancel a car subscription early without big fees? Decision |  | no brand named |
| What's the difference between APR and a flat rate on car finance? Awareness |  | no brand named |
| Is idling worse for fuel than switching the engine off and restarting? Consideration |  | no brand named |
| What documents do I need to apply for car finance? Decision |  | no brand named |
| How does car leasing work? Awareness |  | no brand named |
| Is diesel still worth it for high-mileage drivers? Consideration |  | no brand named |
| How much should a small business budget per vehicle per year? Decision |  | no brand named |
| What happens at the end of a car lease? Awareness |  | no brand named |
| Will a petrol car still be easy to sell in ten years? Consideration |  | no brand named |
| I have the cash, is there any reason to finance my next car instead? Decision |  | no brand named |
| What is a balloon payment on car finance? Awareness |  | no brand named |
| Is it a mistake to buy a diesel if I mostly do short trips? Consideration |  | no brand named |
| Is it smart to sell our second car to pay off the loan on the first? Decision |  | no brand named |
| What happens if my car is worth less than the balloon payment at the end? Awareness |  | no brand named |
| How much worse is a car's fuel economy in winter? Consideration |  | no brand named |
| How do I get out of a car lease early? Decision |  | no brand named |
| How much of my income should I spend on a car? Awareness |  | no brand named |
| Do automatics use more fuel than manuals these days? Consideration |  | no brand named |
| Can I hand back a financed car early if I can't afford the payments anymore? Decision |  | no brand named |
| What are all the costs of owning a car beyond the monthly payment? Awareness |  | no brand named |
| why has my car's fuel economy suddenly got worse Consideration |  | no brand named |
| How can I improve my chances of getting approved for car finance? Decision |  | no brand named |
| Does paying cash for a car actually get you a better price? Awareness |  | no brand named |
| Do I need to change tyre pressures between summer and winter? Consideration |  | no brand named |
| Will getting car finance quotes hurt my credit score? Decision |  | no brand named |
| Can I pay off my car loan early, and will I be charged for it? Awareness |  | no brand named |
| Is it worth filling tyres with nitrogen? Consideration |  | no brand named |
| Is it worth buying a car with a known common fault if it's already been fixed? Decision |  | no brand named |
| What does it mean to be upside down on a car loan? Awareness |  | no brand named |
| Should I adjust tyre pressure when the car is fully loaded for a holiday? Consideration |  | no brand named |
| What do lenders look at when a new business applies for vehicle finance? Decision |  | no brand named |
| Can I get car finance with no credit history? Awareness |  | no brand named |
| Can I skip a service if the car seems to be running fine? Consideration |  | no brand named |
| My car needs a repair worth half its value, fix it or sell it? Decision |  | no brand named |
| How does my credit score affect the interest rate on a car loan? Awareness |  | no brand named |
| Are fixed-price service plans from the dealer good value? Consideration |  | no brand named |
| How much does a gearbox replacement usually cost? Decision |  | no brand named |
| How are car reliability rankings actually put together? Awareness |  | no brand named |
| Should I follow the long-life service intervals or service more often? Consideration |  | no brand named |
| Should I pay for the gearbox oil change my garage is recommending? Decision |  | no brand named |
| What is a car recall and what am I supposed to do about it? Awareness |  | no brand named |
| Is fully synthetic oil worth the extra cost? Consideration |  | no brand named |
| Two cars we like have different safety ratings, how much should that decide it? Decision |  | no brand named |
| How do I check if my car has an open recall? Awareness |  | no brand named |
| Should I change oil by mileage or by time if I barely drive? Consideration |  | no brand named |
| Where can I look up the crash test rating for a specific car? Decision |  | no brand named |
| Do I have to pay for recall repairs? Awareness |  | no brand named |
| My car burns a bit of oil between services, should I worry? Consideration |  | no brand named |
| Which safety features should be non-negotiable on my first car? Decision |  | no brand named |
| How much does it really cost per mile to run a car? Awareness |  | no brand named |
| Are quick oil change places okay or should I go to a proper garage? Consideration |  | no brand named |
| How do I choose a car seat that actually fits my car? Decision |  | no brand named |
| Why do some cars rust badly while others don't? Awareness |  | no brand named |
| How much fuel does carrying extra weight in the boot really waste? Consideration |  | no brand named |
| Is it worth upgrading my car just to get modern safety tech? Decision |  | no brand named |
| What's the difference between a CVT, a dual-clutch and a regular automatic? Awareness |  | no brand named |
| Are part-worn tyres safe to buy? Consideration |  | no brand named |
| Should I restore my old car or put the money towards something newer? Decision |  | no brand named |
| How do car crash test ratings work? Awareness |  | no brand named |
| Should I replace all four tyres at once or just two? Consideration |  | no brand named |
| Should I buy a new or used van for a start-up business? Decision |  | no brand named |
| Why can the same car get different crash test scores in different regions? Awareness |  | no brand named |
| Pads only or pads and discs, do I really need both replaced? Consideration |  | no brand named |
| What should I check when buying a used ex-fleet van? Decision |  | no brand named |
| What is automatic emergency braking and how does it work? Awareness |  | no brand named |
| Is a grinding noise from the brakes safe to drive on for a while? Consideration |  | no brand named |
| Where's the best place to buy a reliable second-hand van? Decision |  | no brand named |
| What's the difference between adaptive cruise control and lane centering? Awareness |  | no brand named |
| Are performance brake pads worth it on a normal road car? Consideration |  | no brand named |
| Should I switch my whole fleet to EVs at once or one vehicle at a time? Decision |  | no brand named |
| Why does my car sometimes brake hard on its own for no reason? Awareness |  | no brand named |
| Should I replace a five-year-old car battery even if it still works? Consideration |  | no brand named |
| With EV values falling, is it smarter to buy used than new right now? Decision |  | no brand named |
| What is ISOFIX and does my car need it? Awareness |  | no brand named |
| Should I buy a car with the engine light on if the seller says it's minor? Consideration |  | no brand named |
| How do small businesses get fleet discounts on new cars? Decision |  | no brand named |
| How long should a child stay in a rear-facing car seat? Awareness |  | no brand named |
| Can I drive to the garage with the coolant warning light on? Consideration |  | no brand named |
| What should we check in a family car lease contract before signing? Decision |  | no brand named |
| How do I know if a child seat is installed correctly? Awareness |  | no brand named |
| Why does my check engine light keep coming on and off by itself? Consideration |  | no brand named |
| What's the difference between a panel van and a crew cab van? Awareness |  | no brand named |
| Are dealer service departments worth the higher labour rates once the warranty ends? Consideration |  | no brand named |
| How do I work out how much payload my work van needs? Awareness |  | no brand named |
| How do I find an honest mechanic? Consideration |  | no brand named |
| What does gross vehicle weight mean on a van? Awareness |  | no brand named |
| Are mobile mechanics who come to your house any good? Consideration |  | no brand named |
| What should a small business think about before switching its vans to electric? Awareness |  | no brand named |
| Should a small business use a fleet maintenance contract or a local garage? Consideration |  | no brand named |
| How do companies pay employees back for charging company EVs at home? Awareness |  | no brand named |
| Can a regular garage service an electric car? Consideration |  | no brand named |
| What is a pre-delivery inspection on a new car? Awareness |  | no brand named |
| Is it safe to do my own brake job as a beginner? Consideration |  | no brand named |
| How do per-kWh and per-minute charging prices compare? Awareness |  | no brand named |
| Is changing my own spark plugs a reasonable first DIY job? Consideration |  | no brand named |
| How hot does a parked car get in summer, and can the heat damage anything? Awareness |  | no brand named |
| Is it worth changing my own wiper blades and air filters? Consideration |  | no brand named |
| What's usually included in a car subscription's monthly fee? Awareness |  | no brand named |
| Is it okay to top up coolant with plain water? Consideration |  | no brand named |
| What does total cost of ownership mean for a business vehicle? Awareness |  | no brand named |
| Is it worth getting the underside of my car rustproofed? Consideration |  | no brand named |
| What's the difference between hire purchase and a finance lease for a business? Awareness |  | no brand named |
| How do I store a car properly for a few months? Consideration |  | no brand named |
| Does washing the car in winter actually stop rust? Consideration |  | no brand named |
| Should I buy the dealer's extended warranty or a third-party one? Consideration |  | no brand named |
| Do electric cars really need an extended warranty? Consideration |  | no brand named |
| Is a powertrain warranty as good as a bumper-to-bumper one? Consideration |  | no brand named |
| Is it better to get a car loan from my bank or through the dealer? Consideration |  | no brand named |
| Is a 72-month car loan a bad idea? Consideration |  | no brand named |
| Should I finance a work van personally or through my business? Consideration |  | no brand named |
| Is 0% dealer finance ever a genuinely good deal? Consideration |  | no brand named |
| Is leasing a car a waste of money compared to buying? Consideration |  | no brand named |
| How bad are the hidden costs of leasing, like excess mileage and damage charges? Consideration |  | no brand named |
| Does PCP make sense if I always change cars every three years? Consideration |  | no brand named |
| PCP or a regular car loan, which works out cheaper overall? Consideration |  | no brand named |
| Is it a bad idea to have a big balloon payment at the end of a car loan? Consideration |  | no brand named |
| Is PCP just a way to keep people paying for cars forever? Consideration |  | no brand named |
| Are car subscription services worth it for a year or two? Consideration |  | no brand named |
| Is a car subscription a good idea for someone who just passed their test? Consideration |  | no brand named |
| Would a car subscription work better than buying for a growing business? Consideration |  | no brand named |
| Should I take the dealer's cash discount or the low interest rate offer? Consideration |  | no brand named |
| Company car lease or a car allowance, which is better for my staff? Consideration |  | no brand named |
| Is gap cover worth adding when I finance a used car? Consideration |  | no brand named |
| How do I cut the running costs of a car I already own? Consideration |  | no brand named |
| Should I drain my savings to buy a car outright? Consideration |  | no brand named |
| Does it make sense to finance a car when interest rates are high? Consideration |  | no brand named |
| Is it better for cash flow to finance business vehicles than buy outright? Consideration |  | no brand named |
| Should I use savings or a low-rate green loan to buy an EV? Consideration |  | no brand named |
| Is it worth refinancing my car loan at a lower rate? Consideration |  | no brand named |
| Should I trade in a car I still owe more on than it's worth? Consideration |  | no brand named |
| Are subprime car loans for bad credit ever a good idea? Consideration |  | no brand named |
| Should I get a co-signer for my first car loan or wait and build credit? Consideration |  | no brand named |
| Is it harder to get car finance after you retire? Consideration |  | no brand named |
| Timing belt or timing chain engine, which is less hassle long term? Consideration |  | no brand named |
| My car had a recall fix but the problem came back, what are my options? Consideration |  | no brand named |
| What maintenance matters most if I want my car to last 20 years? Consideration |  | no brand named |
| At what point do repair bills mean it's time to replace a car? Consideration |  | no brand named |
| Should we buy a car to keep for 10 years or change every three or four? Consideration |  | no brand named |
| Should I learn in a manual or just get an automatic? Consideration |  | no brand named |
| Is an automatic easier to drive for an older driver? Consideration |  | no brand named |
| Are bigger, heavier cars always safer in a crash? Consideration |  | no brand named |
| Is an older car with a good safety rating still safe by today's standards? Consideration |  | no brand named |
| Do crash test ratings properly cover rear-seat passengers? Consideration |  | no brand named |
| Are cars with more airbags actually safer? Consideration |  | no brand named |
| Is adaptive cruise control worth paying extra for? Consideration |  | no brand named |
| Which driver assistance features are actually useful for older drivers? Consideration |  | no brand named |
| Are lane keeping systems so annoying that people switch them off? Consideration |  | no brand named |
| Do blind spot monitors actually prevent accidents? Consideration |  | no brand named |
| Is it safe to buy a second-hand child car seat? Consideration |  | no brand named |
| Is the middle of the back seat really the safest spot for a car seat? Consideration |  | no brand named |
| What should grandparents know about fitting a car seat in their own car? Consideration |  | no brand named |
| Are vans as safe as cars in a crash? Consideration |  | no brand named |
| Pickup truck or van, which is better for a landscaping business? Consideration |  | no brand named |
| Do work vans wear out faster than cars, and how should I plan for it? Consideration |  | no brand named |
| Is an electric van's payload much lower than a diesel van's? Consideration |  | no brand named |
| Is it worth putting my staff in electric company cars? Consideration |  | no brand named |
| Are electric vans reliable enough for daily trade work? Consideration |  | no brand named |
| Should I bring a friend who knows cars when I pick up my new car? Consideration |  | no brand named |
| Is charging at work or at the supermarket ever free anymore? Consideration |  | no brand named |
| Do I need snow chains or snow socks if it only snows a few days a year? Consideration |  | no brand named |
| Would a car subscription cost more than keeping my paid-off car? Consideration |  | no brand named |
| Are extended warranties worth it on high-mileage work vehicles? Consideration |  | no brand named |
| Do driver assistance systems actually cut accidents in work vans? Consideration |  | no brand named |
| Should a used van be inspected differently from a used car? Consideration |  | no brand named |
| Does leasing still make sense if I drive 40,000 km a year? Consideration |  | no brand named |

LIVE RANKING Automotive

- 1 Toyota 9%
- 2 Honda 5.6%
- 3 Kia 4.8%
- 4 Tesla 4.2%
- 5 Hyundai 4.2%
- 6 Lexus 4%
- 7 Mercedes-Benz 3.8%
- 8 Volkswagen 3.4%

500 questions · 97 brands · October 2026 See the full ranking

Brand ranking

Visibility rate: answers naming the brand out of the sector's 500 answers. Average position is where in the answer the brand is first named. Only this sector's brands are ranked. Monthly change appears from the second measurement.

| # | Brand | Visibility | Answers | Avg. position | Positive | Stage | Change |
| --- | --- | --- | --- | --- | --- | --- | --- |
| 1 | Toyota | 9% | 45 | 1.9 | 84% | 7 30 8 | – |
| 2 | Honda | 5.6% | 28 | 3 | 96% | 4 17 7 | – |
| 3 | Kia | 4.8% | 24 | 4 | 83% | 3 15 6 | – |
| 4 | Tesla | 4.2% | 21 | 2.2 | 62% | 1 13 7 | – |
| 5 | Hyundai | 4.2% | 21 | 3.7 | 76% | 2 12 7 | – |
| 6 | Lexus | 4% | 20 | 3.1 | 95% | 3 14 3 | – |
| 7 | Mercedes-Benz | 3.8% | 19 | 3.7 | 53% | 2 15 2 | – |
| 8 | Volkswagen | 3.4% | 17 | 3.5 | 71% | 1 14 2 | – |
| 9 | Ford | 3.2% | 16 | 1.5 | 50% | 1 14 1 | – |
| 10 | BMW | 3.2% | 16 | 3.3 | 38% | 1 10 5 | – |
| 11 | Mazda | 3.2% | 16 | 4.9 | 88% | 2 11 3 | – |
| 12 | Nissan | 2.4% | 12 | 3.7 | 33% | 1 10 1 | – |
| 13 | Renault | 2.2% | 11 | 3.8 | 64% | 0 11 0 | – |
| 14 | Skoda | 1.8% | 9 | 3.2 | 78% | 0 6 3 | – |
| 15 | Citroën | 1.6% | 8 | 3.5 | 63% | 0 7 1 | – |
| 16 | Porsche | 1.6% | 8 | 4.4 | 88% | 2 5 1 | – |
| 17 | Peugeot | 1.4% | 7 | 3 | 57% | 0 7 0 | – |
| 18 | Volvo | 1.2% | 6 | 3.3 | 83% | 1 4 1 | – |
| 19 | Geotab | 1% | 5 | 1.6 | 0% | 3 2 0 | – |
| 20 | Land Rover | 1% | 5 | 3 | 0% | 0 5 0 | – |
| 21 | BYD | 1% | 5 | 3.4 | 40% | 0 5 0 | – |
| 22 | Audi | 1% | 5 | 4.8 | 0% | 0 4 1 | – |
| 23 | Subaru | 1% | 5 | 4.8 | 80% | 0 4 1 | – |
| 24 | Michelin | 0.8% | 4 | 1 | 50% | 0 2 2 | – |
| 25 | A Better Routeplanner | 0.8% | 4 | 1.5 | 100% | 1 2 1 | – |
| 26 | MG | 0.8% | 4 | 4.5 | 50% | 0 4 0 | – |
| 27 | Jeep | 0.8% | 4 | 5.8 | 25% | 1 3 0 | – |
| 28 | Carvana | 0.6% | 3 | 1.3 | 0% | 0 3 0 | – |
| 29 | Samsara | 0.6% | 3 | 1.7 | 0% | 1 2 0 | – |
| 30 | Polestar | 0.6% | 3 | 6 | 67% | 0 1 2 | – |
| 31 | Stellantis | 0.6% | 3 | 6 | 33% | 0 3 0 | – |
| 32 | Carfax | 0.4% | 2 | 1 | 0% | 1 1 0 | – |
| 33 | CarMax | 0.4% | 2 | 1.5 | 0% | 0 2 0 | – |
| 34 | Turo | 0.4% | 2 | 1.5 | 0% | 0 1 1 | – |
| 35 | NOCO | 0.4% | 2 | 1.5 | 100% | 0 1 1 | – |
| 36 | AutoCheck | 0.4% | 2 | 2 | 0% | 1 1 0 | – |
| 37 | Ionity | 0.4% | 2 | 2 | 100% | 0 2 0 | – |
| 38 | Carwow | 0.4% | 2 | 2.5 | 100% | 0 0 2 | – |
| 39 | Leaf Spy | 0.4% | 2 | 2.5 | 50% | 0 1 1 | – |
| 40 | Hankook | 0.4% | 2 | 2.5 | 50% | 0 1 1 | – |
| 41 | HPI | 0.4% | 2 | 3 | 0% | 1 1 0 | – |
| 42 | Verizon Connect | 0.4% | 2 | 3 | 0% | 1 1 0 | – |
| 43 | Goodyear | 0.4% | 2 | 3 | 50% | 0 1 1 | – |
| 44 | Mitsubishi | 0.4% | 2 | 4.5 | 50% | 0 2 0 | – |
| 45 | Hertz | 0.2% | 1 | 1 | 0% | 0 1 0 | – |
| 46 | Aviloo | 0.2% | 1 | 1 | 100% | 0 0 1 | – |
| 47 | Fleetio | 0.2% | 1 | 1 | 0% | 0 1 0 | – |
| 48 | Varta | 0.2% | 1 | 1 | 100% | 0 0 1 | – |
| 49 | CTEK | 0.2% | 1 | 1 | 100% | 0 0 1 | – |
| 50 | Car Scanner | 0.2% | 1 | 1 | 0% | 0 1 0 | – |

Stage column: answers naming the brand in awareness · consideration · decision questions.

Sources SI points to

Sites and platforms the answers suggest checking.

1. PlugShare 8 answers
2. What Car? 5 answers
3. Edmunds 4 answers
4. Kelley Blue Book 3 answers
5. Consumer Reports 3 answers
6. Reddit 3 answers
7. J.D. Power 3 answers
8. YouTube 2 answers
9. Parkers 2 answers
10. Fuelly 2 answers
11. Auto Trader 2 answers
12. Spritmonitor 2 answers

Organisations named

Public bodies, regulators and associations; they are not ranked as brands.

1. Euro NCAP 14 answers
2. IIHS 13 answers
3. ANCAP 5 answers
4. NHTSA 4 answers
5. EPA 3 answers
6. ACEA 3 answers
7. Latin NCAP 3 answers
8. Global NCAP 3 answers
9. ICCT 2 answers
10. NAF 2 answers
11. SAE 2 answers
12. API 2 answers

**Brands not in the ranking (19)**

Brands the answers named that are not automotive brands, so they are left out of the ranking.

1. Google 3 answers
2. Apple 2 answers
3. Ryobi 1 answers
4. Costco 1 answers
5. GearWrench 1 answers
6. FICO 1 answers
7. Maxi-Cosi 1 answers
8. DeWalt 1 answers
9. Bahco 1 answers
10. Britax 1 answers
11. Milwaukee 1 answers
12. Stanley 1 answers
13. Cybex 1 answers
14. Mobil 1 answers
15. ABB 1 answers
16. Shell 1 answers
17. Baidu 1 answers
18. Diono 1 answers
19. Clek 1 answers

METHOD

## How this ranking is built

01

### Questions

The questions are unbranded, in English and give no country, modelled on what people ask on forums, review sites and in the search box; the same set is asked every month.

02

### Answers

Every answer in this measurement comes from Claude Opus 5.5, without web search. We record the brands each answer names, their order and the tone.

03

### Limits

SI answers vary a little each time and the model's knowledge stops at a point in time, so current prices and campaigns may not show up.

NEXT STEP

## You have seen the sector. Now measure your brand.

BrandScore measures your brand's SI visibility in its own questions and shows what to fix.

[Analyze your brand](https://brantial.ai/brandscore/) [SI Sector Index](https://brantial.ai/si-sector-index/)
