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mapou Visibility Index Panel

Refreshed May 9, 2026

The MVIP. 500 brands AI search is making decisions about.

Every brand below is on the panel. ChatGPT, Perplexity, Gemini, Claude, and Grok are running through a fixed 20-prompt buyer-intent battery against each one, every month. The score is the mapou Visibility Index, 0 to 100, weighted across four buyer-intent phases. Brands not on the panel are either unmeasured or AI is recommending against them. Full methodology.

On the panel

500

Brands tracked

Default choice

15

MVI 75+

Repeat use

63

MVI 50–74

First encounter

95

MVI 25–49

Not yet cited

327

MVI 0–24

Don't see your brand? Run a free AI visibility check to see which engines are citing you, where the gaps are, and how to get on the panel.

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Airlines

Full report →
RankBrandWebsiteMVITierBadge
1Deltadelta.com65Stage 2 · Repeat useDelta MVIP badge
2Southwest Airlinessouthwest.com62Stage 2 · Repeat useSouthwest Airlines MVIP badge
3American Airlinesaa.com44Stage 1 · First encounterAmerican Airlines MVIP badge
4United Airlinesunited.com36Stage 1 · First encounterUnited Airlines MVIP badge
5JetBluejetblue.com35Stage 1 · First encounterJetBlue MVIP badge
6Alaska Airlinesalaskaair.com28Stage 1 · First encounterAlaska Airlines MVIP badge
7Spiritspirit.com25Stage 1 · First encounterSpirit MVIP badge
8Frontierflyfrontier.com23Pre-stage · Not yet citedFrontier MVIP badge
9Singapore Airlinessingaporeair.com13Pre-stage · Not yet citedSingapore Airlines MVIP badge
10Qatar Airwaysqatarairways.com10Pre-stage · Not yet citedQatar Airways MVIP badge
11Emiratesemirates.com9Pre-stage · Not yet citedEmirates MVIP badge
12Lufthansalufthansa.com9Pre-stage · Not yet citedLufthansa MVIP badge
13Allegiantallegiantair.com7Pre-stage · Not yet citedAllegiant MVIP badge
14Breeze Airwaysflybreeze.com5Pre-stage · Not yet citedBreeze Airways MVIP badge
15British Airwaysbritishairways.com5Pre-stage · Not yet citedBritish Airways MVIP badge
16Avelo Airlinesaveloair.com3Pre-stage · Not yet citedAvelo Airlines MVIP badge
17Cathay Pacificcathaypacific.com3Pre-stage · Not yet citedCathay Pacific MVIP badge
18Air Canadaaircanada.com3Pre-stage · Not yet citedAir Canada MVIP badge
19ANAana.co.jp3Pre-stage · Not yet citedANA MVIP badge
20Hawaiian Airlineshawaiianairlines.com0Pre-stage · Not yet citedHawaiian Airlines MVIP badge

Athleisure & Active Lifestyle

Full report →
RankBrandWebsiteMVITierBadge
1Lululemonlululemon.com59Stage 2 · Repeat useLululemon MVIP badge
2Alo Yogaaloyoga.com41Stage 1 · First encounterAlo Yoga MVIP badge
3Athletaathleta.com39Stage 1 · First encounterAthleta MVIP badge
4Girlfriend Collectivegirlfriend.com24Pre-stage · Not yet citedGirlfriend Collective MVIP badge
5Vuorivuoriclothing.com22Pre-stage · Not yet citedVuori MVIP badge
6Outdoor Voicesoutdoorvoices.com17Pre-stage · Not yet citedOutdoor Voices MVIP badge
7On Runningon.com9Pre-stage · Not yet citedOn Running MVIP badge
8Beyond Yogabeyondyoga.com4Pre-stage · Not yet citedBeyond Yoga MVIP badge
9Rhonerhone.com4Pre-stage · Not yet citedRhone MVIP badge
10Tracksmithtracksmith.com4Pre-stage · Not yet citedTracksmith MVIP badge
11Fableticsfabletics.com1Pre-stage · Not yet citedFabletics MVIP badge
12Sweaty Bettysweatybetty.com1Pre-stage · Not yet citedSweaty Betty MVIP badge
13Set Activesetactive.co1Pre-stage · Not yet citedSet Active MVIP badge
14Bandierbandier.com1Pre-stage · Not yet citedBandier MVIP badge
15Spiritual Gangsterspiritualgangster.com1Pre-stage · Not yet citedSpiritual Gangster MVIP badge
16Public Recpublicrec.com0Pre-stage · Not yet citedPublic Rec MVIP badge
17Mack Weldonmackweldon.com0Pre-stage · Not yet citedMack Weldon MVIP badge
18Ten Thousandtenthousand.cc0Pre-stage · Not yet citedTen Thousand MVIP badge
19Tasc Performancetascperformance.com0Pre-stage · Not yet citedTasc Performance MVIP badge
20Carbon38carbon38.com0Pre-stage · Not yet citedCarbon38 MVIP badge

Audio (Headphones, Earbuds, Speakers)

Full report →
RankBrandWebsiteMVITierBadge
1Sonysony.com68Stage 2 · Repeat useSony MVIP badge
2Apple AirPodsapple.com/airpods58Stage 2 · Repeat useApple AirPods MVIP badge
3Bosebose.com54Stage 2 · Repeat useBose MVIP badge
4Anker Soundcoresoundcore.com35Stage 1 · First encounterAnker Soundcore MVIP badge
5Sennheisersennheiser.com34Stage 1 · First encounterSennheiser MVIP badge
6Beatsbeatsbydre.com9Pre-stage · Not yet citedBeats MVIP badge
7JBLjbl.com9Pre-stage · Not yet citedJBL MVIP badge
8Skullcandyskullcandy.com6Pre-stage · Not yet citedSkullcandy MVIP badge
9Bowers & Wilkinsbowerswilkins.com3Pre-stage · Not yet citedBowers & Wilkins MVIP badge
10Sonossonos.com2Pre-stage · Not yet citedSonos MVIP badge
11Focalfocal.com2Pre-stage · Not yet citedFocal MVIP badge
12Audio-Technicaaudio-technica.com2Pre-stage · Not yet citedAudio-Technica MVIP badge
13Shureshure.com1Pre-stage · Not yet citedShure MVIP badge
14Beyerdynamicbeyerdynamic.com1Pre-stage · Not yet citedBeyerdynamic MVIP badge
15Bang & Olufsenbang-olufsen.com0Pre-stage · Not yet citedBang & Olufsen MVIP badge
16Klipschklipsch.com0Pre-stage · Not yet citedKlipsch MVIP badge
17Marshallmarshallheadphones.com0Pre-stage · Not yet citedMarshall MVIP badge
18KEFkef.com0Pre-stage · Not yet citedKEF MVIP badge
19Master & Dynamicmasterdynamic.com0Pre-stage · Not yet citedMaster & Dynamic MVIP badge
20Devialetdevialet.com0Pre-stage · Not yet citedDevialet MVIP badge

Banking

Full report →
RankBrandWebsiteMVITierBadge
1Ally Bankally.com76Stage 3 · Default choiceAlly Bank MVIP badge
2Chasechase.com45Stage 1 · First encounterChase MVIP badge
3Capital Onecapitalone.com41Stage 1 · First encounterCapital One MVIP badge
4Discover Bankdiscover.com36Stage 1 · First encounterDiscover Bank MVIP badge
5Goldman Sachsgoldmansachs.com34Stage 1 · First encounterGoldman Sachs MVIP badge
6Marcus by Goldman Sachsmarcus.com34Stage 1 · First encounterMarcus by Goldman Sachs MVIP badge
7Bank of Americabankofamerica.com32Stage 1 · First encounterBank of America MVIP badge
8Wells Fargowellsfargo.com13Pre-stage · Not yet citedWells Fargo MVIP badge
9Axos Bankaxosbank.com9Pre-stage · Not yet citedAxos Bank MVIP badge
10Aspirationaspiration.com6Pre-stage · Not yet citedAspiration MVIP badge
11Citiciti.com5Pre-stage · Not yet citedCiti MVIP badge
12U.S. Bankusbank.com4Pre-stage · Not yet citedU.S. Bank MVIP badge
13Amalgamated Bankamalgamatedbank.com4Pre-stage · Not yet citedAmalgamated Bank MVIP badge
14Navy Federal Credit Unionnavyfederal.org4Pre-stage · Not yet citedNavy Federal Credit Union MVIP badge
15PNC Bankpnc.com3Pre-stage · Not yet citedPNC Bank MVIP badge
16Alliant Credit Unionalliantcreditunion.com3Pre-stage · Not yet citedAlliant Credit Union MVIP badge
17TD Banktd.com1Pre-stage · Not yet citedTD Bank MVIP badge
18USAA Bankusaa.com1Pre-stage · Not yet citedUSAA Bank MVIP badge
19Truisttruist.com0Pre-stage · Not yet citedTruist MVIP badge
20PenFed Credit Unionpenfed.org0Pre-stage · Not yet citedPenFed Credit Union MVIP badge

Business Telecom

Full report →
RankBrandWebsiteMVITierBadge
1RingCentralringcentral.com72Stage 2 · Repeat useRingCentral MVIP badge
2AT&T Businessatt.com/business56Stage 2 · Repeat useAT&T Business MVIP badge
3Verizon Businessverizon.com/business54Stage 2 · Repeat useVerizon Business MVIP badge
48x88x8.com51Stage 2 · Repeat use8x8 MVIP badge
5Zoom Phonezoom.us/phone51Stage 2 · Repeat useZoom Phone MVIP badge
6Genesysgenesys.com45Stage 1 · First encounterGenesys MVIP badge
7Vonage Businessvonage.com/business38Stage 1 · First encounterVonage Business MVIP badge
8Comcast Businessbusiness.comcast.com34Stage 1 · First encounterComcast Business MVIP badge
9Five9five9.com34Stage 1 · First encounterFive9 MVIP badge
10Nextivanextiva.com31Stage 1 · First encounterNextiva MVIP badge
11Microsoft Teams Phonemicrosoft.com/microsoft-teams/phone-system29Stage 1 · First encounterMicrosoft Teams Phone MVIP badge
12Lumenlumen.com25Stage 1 · First encounterLumen MVIP badge
13NICEnice.com22Pre-stage · Not yet citedNICE MVIP badge
14Ooma Officeooma.com/business16Pre-stage · Not yet citedOoma Office MVIP badge
15Dialpaddialpad.com11Pre-stage · Not yet citedDialpad MVIP badge
16Spectrum Businessbusiness.spectrum.com6Pre-stage · Not yet citedSpectrum Business MVIP badge
17T-Mobile for Businesst-mobile.com/business5Pre-stage · Not yet citedT-Mobile for Business MVIP badge
18Cox Businesscox.com/business1Pre-stage · Not yet citedCox Business MVIP badge
19GoTo Connectgoto.com/connect1Pre-stage · Not yet citedGoTo Connect MVIP badge
20Mitelmitel.com1Pre-stage · Not yet citedMitel MVIP badge

Credit Cards

Full report →
RankBrandWebsiteMVITierBadge
1Chasechase.com77Stage 3 · Default choiceChase MVIP badge
2American Expressamericanexpress.com76Stage 3 · Default choiceAmerican Express MVIP badge
3Chase Sapphirechase.com/sapphire71Stage 2 · Repeat useChase Sapphire MVIP badge
4Capital Onecapitalone.com55Stage 2 · Repeat useCapital One MVIP badge
5Citiciti.com30Stage 1 · First encounterCiti MVIP badge
6Discoverdiscover.com27Stage 1 · First encounterDiscover MVIP badge
7Wells Fargowellsfargo.com10Pre-stage · Not yet citedWells Fargo MVIP badge
8Bank of Americabankofamerica.com8Pre-stage · Not yet citedBank of America MVIP badge
9Bilt Rewardsbiltrewards.com3Pre-stage · Not yet citedBilt Rewards MVIP badge
10Upgrade Cardupgrade.com3Pre-stage · Not yet citedUpgrade Card MVIP badge
11Brex Cardbrex.com2Pre-stage · Not yet citedBrex Card MVIP badge
12Aspiration Zeroaspiration.com2Pre-stage · Not yet citedAspiration Zero MVIP badge
13Appleapple.com1Pre-stage · Not yet citedApple MVIP badge
14Comenity Capital Bankcomenity.net1Pre-stage · Not yet citedComenity Capital Bank MVIP badge
15Petalpetalcard.com1Pre-stage · Not yet citedPetal MVIP badge
16X1 Cardx1card.com1Pre-stage · Not yet citedX1 Card MVIP badge
17U.S. Bankusbank.com0Pre-stage · Not yet citedU.S. Bank MVIP badge
18Synchronysynchrony.com0Pre-stage · Not yet citedSynchrony MVIP badge
19Barclays USbarclaycardus.com0Pre-stage · Not yet citedBarclays US MVIP badge
20Mission Lanemissionlane.com0Pre-stage · Not yet citedMission Lane MVIP badge

Fintech & Neobanks

Full report →
RankBrandWebsiteMVITierBadge
1Chimechime.com60Stage 2 · Repeat useChime MVIP badge
2Revolutrevolut.com46Stage 1 · First encounterRevolut MVIP badge
3N26n26.com28Stage 1 · First encounterN26 MVIP badge
4YNABynab.com27Stage 1 · First encounterYNAB MVIP badge
5SoFisofi.com26Stage 1 · First encounterSoFi MVIP badge
6Mintmint.intuit.com25Stage 1 · First encounterMint MVIP badge
7Cash Appcash.app21Pre-stage · Not yet citedCash App MVIP badge
8Wisewise.com18Pre-stage · Not yet citedWise MVIP badge
9Monzomonzo.com12Pre-stage · Not yet citedMonzo MVIP badge
10Venmovenmo.com9Pre-stage · Not yet citedVenmo MVIP badge
11PayPalpaypal.com9Pre-stage · Not yet citedPayPal MVIP badge
12Currentcurrent.com7Pre-stage · Not yet citedCurrent MVIP badge
13Varovaromoney.com6Pre-stage · Not yet citedVaro MVIP badge
14Mercurymercury.com5Pre-stage · Not yet citedMercury MVIP badge
15Brexbrex.com5Pre-stage · Not yet citedBrex MVIP badge
16Zellezellepay.com5Pre-stage · Not yet citedZelle MVIP badge
17Stripestripe.com5Pre-stage · Not yet citedStripe MVIP badge
18Klarnaklarna.com4Pre-stage · Not yet citedKlarna MVIP badge
19Plaidplaid.com2Pre-stage · Not yet citedPlaid MVIP badge
20Affirmaffirm.com2Pre-stage · Not yet citedAffirm MVIP badge

Fragrance

Full report →
RankBrandWebsiteMVITierBadge
1Chanelchanel.com55Stage 2 · Repeat useChanel MVIP badge
2Diordior.com48Stage 1 · First encounterDior MVIP badge
3Tom Fordtomford.com46Stage 1 · First encounterTom Ford MVIP badge
4Creedcreedfragrances.com35Stage 1 · First encounterCreed MVIP badge
5Byredobyredo.com33Stage 1 · First encounterByredo MVIP badge
6Le Labolelabofragrances.com23Pre-stage · Not yet citedLe Labo MVIP badge
7Yves Saint Laurentyslbeauty.com22Pre-stage · Not yet citedYves Saint Laurent MVIP badge
8Maison Francis Kurkdjianfranciskurkdjian.com15Pre-stage · Not yet citedMaison Francis Kurkdjian MVIP badge
9Jo Malonejomalone.com15Pre-stage · Not yet citedJo Malone MVIP badge
10Acqua di Parmaacquadiparma.com14Pre-stage · Not yet citedAcqua di Parma MVIP badge
11Maison Margiela Replicamaisonmargiela-fragrances.com14Pre-stage · Not yet citedMaison Margiela Replica MVIP badge
12Parfums de Marlyparfums-de-marly.com14Pre-stage · Not yet citedParfums de Marly MVIP badge
13Diptyquediptyqueparis.com13Pre-stage · Not yet citedDiptyque MVIP badge
14Amouageamouage.com13Pre-stage · Not yet citedAmouage MVIP badge
15Frederic Mallefredericmalle.com8Pre-stage · Not yet citedFrederic Malle MVIP badge
16Marc Jacobs Daisymarcjacobs.com4Pre-stage · Not yet citedMarc Jacobs Daisy MVIP badge
17Versaceversace.com4Pre-stage · Not yet citedVersace MVIP badge
18Xerjoffxerjoff.com4Pre-stage · Not yet citedXerjoff MVIP badge
19Kilian Pariskilianparis.com4Pre-stage · Not yet citedKilian Paris MVIP badge
20Aerinaerin.com1Pre-stage · Not yet citedAerin MVIP badge

Haircare

Full report →
RankBrandWebsiteMVITierBadge
1Olaplexolaplex.com61Stage 2 · Repeat useOlaplex MVIP badge
2Briogeobriogeohair.com37Stage 1 · First encounterBriogeo MVIP badge
3SheaMoisturesheamoisture.com35Stage 1 · First encounterSheaMoisture MVIP badge
4Kérastasekerastase-usa.com30Stage 1 · First encounterKérastase MVIP badge
5K18k18hair.com22Pre-stage · Not yet citedK18 MVIP badge
6Redkenredken.com20Pre-stage · Not yet citedRedken MVIP badge
7Moroccanoilmoroccanoil.com20Pre-stage · Not yet citedMoroccanoil MVIP badge
8Bumble and Bumblebumbleandbumble.com19Pre-stage · Not yet citedBumble and Bumble MVIP badge
9Avedaaveda.com16Pre-stage · Not yet citedAveda MVIP badge
10Oribeoribe.com12Pre-stage · Not yet citedOribe MVIP badge
11Living Prooflivingproof.com10Pre-stage · Not yet citedLiving Proof MVIP badge
12Amikaloveamika.com5Pre-stage · Not yet citedAmika MVIP badge
13Function of Beautyfunctionofbeauty.com5Pre-stage · Not yet citedFunction of Beauty MVIP badge
14Ouaitheouai.com4Pre-stage · Not yet citedOuai MVIP badge
15Proseprose.com4Pre-stage · Not yet citedProse MVIP badge
16Color Wowcolorwowhair.com2Pre-stage · Not yet citedColor Wow MVIP badge
17Davinesdavines.com1Pre-stage · Not yet citedDavines MVIP badge
18Christophe Robinchristophe-robin.com1Pre-stage · Not yet citedChristophe Robin MVIP badge
19Hairstoryhairstory.com1Pre-stage · Not yet citedHairstory MVIP badge
20R+Corandco.com0Pre-stage · Not yet citedR+Co MVIP badge

Home Appliances

Full report →
RankBrandWebsiteMVITierBadge
1LGlg.com84Stage 3 · Default choiceLG MVIP badge
2Boschbosch-home.com77Stage 3 · Default choiceBosch MVIP badge
3Samsungsamsung.com73Stage 2 · Repeat useSamsung MVIP badge
4Whirlpoolwhirlpool.com65Stage 2 · Repeat useWhirlpool MVIP badge
5Mielemiele.com62Stage 2 · Repeat useMiele MVIP badge
6GE Appliancesgeappliances.com61Stage 2 · Repeat useGE Appliances MVIP badge
7KitchenAidkitchenaid.com45Stage 1 · First encounterKitchenAid MVIP badge
8Sub-Zerosubzero-wolf.com43Stage 1 · First encounterSub-Zero MVIP badge
9Maytagmaytag.com39Stage 1 · First encounterMaytag MVIP badge
10Wolfsubzero-wolf.com34Stage 1 · First encounterWolf MVIP badge
11Thermadorthermador.com25Stage 1 · First encounterThermador MVIP badge
12Frigidairefrigidaire.com21Pre-stage · Not yet citedFrigidaire MVIP badge
13Vikingvikingrange.com15Pre-stage · Not yet citedViking MVIP badge
14Cafécafeappliances.com10Pre-stage · Not yet citedCafé MVIP badge
15Amanaamana.com9Pre-stage · Not yet citedAmana MVIP badge
16Fisher & Paykelfisherpaykel.com5Pre-stage · Not yet citedFisher & Paykel MVIP badge
17Monogrammonogram.com4Pre-stage · Not yet citedMonogram MVIP badge
18Smegsmeg.com4Pre-stage · Not yet citedSmeg MVIP badge
19JennAirjennair.com3Pre-stage · Not yet citedJennAir MVIP badge
20Dacordacor.com1Pre-stage · Not yet citedDacor MVIP badge

Hotels

Full report →
RankBrandWebsiteMVITierBadge
1Marriottmarriott.com55Stage 2 · Repeat useMarriott MVIP badge
2Hiltonhilton.com50Stage 2 · Repeat useHilton MVIP badge
3Hyatthyatt.com44Stage 1 · First encounterHyatt MVIP badge
4Ritz-Carltonritzcarlton.com36Stage 1 · First encounterRitz-Carlton MVIP badge
5Four Seasonsfourseasons.com35Stage 1 · First encounterFour Seasons MVIP badge
6IHGihg.com21Pre-stage · Not yet citedIHG MVIP badge
7Best Westernbestwestern.com10Pre-stage · Not yet citedBest Western MVIP badge
8Amanaman.com10Pre-stage · Not yet citedAman MVIP badge
9St. Regismarriott.com/st-regis10Pre-stage · Not yet citedSt. Regis MVIP badge
10Waldorf Astoriawaldorfastoria.com10Pre-stage · Not yet citedWaldorf Astoria MVIP badge
11Rosewoodrosewoodhotels.com9Pre-stage · Not yet citedRosewood MVIP badge
12Club Medclubmed.com9Pre-stage · Not yet citedClub Med MVIP badge
13Mandarin Orientalmandarinoriental.com7Pre-stage · Not yet citedMandarin Oriental MVIP badge
14Six Sensessixsenses.com6Pre-stage · Not yet citedSix Senses MVIP badge
15Accoraccor.com6Pre-stage · Not yet citedAccor MVIP badge
16W Hotelsmarriott.com/w-hotels6Pre-stage · Not yet citedW Hotels MVIP badge
17Sandals Resortssandals.com6Pre-stage · Not yet citedSandals Resorts MVIP badge
18Choice Hotelschoicehotels.com4Pre-stage · Not yet citedChoice Hotels MVIP badge
19Motel 6motel6.com3Pre-stage · Not yet citedMotel 6 MVIP badge
20Wyndhamwyndhamhotels.com2Pre-stage · Not yet citedWyndham MVIP badge

Investing & Wealth

Full report →
RankBrandWebsiteMVITierBadge
1Fidelityfidelity.com59Stage 2 · Repeat useFidelity MVIP badge
2Charles Schwabschwab.com43Stage 1 · First encounterCharles Schwab MVIP badge
3Vanguardvanguard.com37Stage 1 · First encounterVanguard MVIP badge
4Robinhoodrobinhood.com35Stage 1 · First encounterRobinhood MVIP badge
5Wealthfrontwealthfront.com33Stage 1 · First encounterWealthfront MVIP badge
6Bettermentbetterment.com31Stage 1 · First encounterBetterment MVIP badge
7Interactive Brokersinteractivebrokers.com20Pre-stage · Not yet citedInteractive Brokers MVIP badge
8Acornsacorns.com18Pre-stage · Not yet citedAcorns MVIP badge
9Wealthsimplewealthsimple.com17Pre-stage · Not yet citedWealthsimple MVIP badge
10E*TRADEetrade.com11Pre-stage · Not yet citedE*TRADE MVIP badge
11Webullwebull.com11Pre-stage · Not yet citedWebull MVIP badge
12M1 Financem1.com10Pre-stage · Not yet citedM1 Finance MVIP badge
13SoFisofi.com8Pre-stage · Not yet citedSoFi MVIP badge
14eToroetoro.com8Pre-stage · Not yet citedeToro MVIP badge
15Merrill Edgemerrilledge.com7Pre-stage · Not yet citedMerrill Edge MVIP badge
16Coinbasecoinbase.com7Pre-stage · Not yet citedCoinbase MVIP badge
17Publicpublic.com5Pre-stage · Not yet citedPublic MVIP badge
18Empowerempower.com4Pre-stage · Not yet citedEmpower MVIP badge
19Ellevestellevest.com4Pre-stage · Not yet citedEllevest MVIP badge
20Stashstash.com3Pre-stage · Not yet citedStash MVIP badge

Laptops

Full report →
RankBrandWebsiteMVITierBadge
1Lenovolenovo.com72Stage 2 · Repeat useLenovo MVIP badge
2Delldell.com63Stage 2 · Repeat useDell MVIP badge
3Apple Macapple.com/mac60Stage 2 · Repeat useApple Mac MVIP badge
4ASUSasus.com58Stage 2 · Repeat useASUS MVIP badge
5HPhp.com47Stage 1 · First encounterHP MVIP badge
6Aceracer.com27Stage 1 · First encounterAcer MVIP badge
7Razerrazer.com17Pre-stage · Not yet citedRazer MVIP badge
8MSImsi.com14Pre-stage · Not yet citedMSI MVIP badge
9Frameworkframe.work9Pre-stage · Not yet citedFramework MVIP badge
10Microsoft Surfacemicrosoft.com/surface6Pre-stage · Not yet citedMicrosoft Surface MVIP badge
11Alienwarealienware.com4Pre-stage · Not yet citedAlienware MVIP badge
12Samsung Galaxy Booksamsung.com/us/computing2Pre-stage · Not yet citedSamsung Galaxy Book MVIP badge
13System76system76.com2Pre-stage · Not yet citedSystem76 MVIP badge
14LG Gramlg.com1Pre-stage · Not yet citedLG Gram MVIP badge
15Origin PCoriginpc.com1Pre-stage · Not yet citedOrigin PC MVIP badge
16Vaiovaio.com0Pre-stage · Not yet citedVaio MVIP badge
17Gigabyte AORUSgigabyte.com0Pre-stage · Not yet citedGigabyte AORUS MVIP badge
18Maingearmaingear.com0Pre-stage · Not yet citedMaingear MVIP badge
19Eluktronicseluktronics.com0Pre-stage · Not yet citedEluktronics MVIP badge
20Tuxedo Computerstuxedocomputers.com0Pre-stage · Not yet citedTuxedo Computers MVIP badge

Luxury & EV OEMs

Full report →
RankBrandWebsiteMVITierBadge
1Teslatesla.com77Stage 3 · Default choiceTesla MVIP badge
2BMWbmwusa.com77Stage 3 · Default choiceBMW MVIP badge
3Porscheporsche.com69Stage 2 · Repeat usePorsche MVIP badge
4Mercedes-Benzmbusa.com68Stage 2 · Repeat useMercedes-Benz MVIP badge
5Lucid Motorslucidmotors.com61Stage 2 · Repeat useLucid Motors MVIP badge
6Audiaudi.com49Stage 1 · First encounterAudi MVIP badge
7Lexuslexus.com26Stage 1 · First encounterLexus MVIP badge
8Polestarpolestar.com20Pre-stage · Not yet citedPolestar MVIP badge
9Rivianrivian.com19Pre-stage · Not yet citedRivian MVIP badge
10Genesisgenesis.com18Pre-stage · Not yet citedGenesis MVIP badge
11Cadillaccadillac.com14Pre-stage · Not yet citedCadillac MVIP badge
12Volvovolvocars.com11Pre-stage · Not yet citedVolvo MVIP badge
13Acuraacura.com8Pre-stage · Not yet citedAcura MVIP badge
14Jaguarjaguarusa.com6Pre-stage · Not yet citedJaguar MVIP badge
15Bentleybentleymotors.com6Pre-stage · Not yet citedBentley MVIP badge
16Land Roverlandroverusa.com3Pre-stage · Not yet citedLand Rover MVIP badge
17Alfa Romeoalfaromeousa.com2Pre-stage · Not yet citedAlfa Romeo MVIP badge
18Aston Martinastonmartin.com2Pre-stage · Not yet citedAston Martin MVIP badge
19Infinitiinfinitiusa.com1Pre-stage · Not yet citedInfiniti MVIP badge
20Maseratimaserati.com1Pre-stage · Not yet citedMaserati MVIP badge

Makeup

Full report →
RankBrandWebsiteMVITierBadge
1Maybellinemaybelline.com48Stage 1 · First encounterMaybelline MVIP badge
2MAC Cosmeticsmaccosmetics.com45Stage 1 · First encounterMAC Cosmetics MVIP badge
3Fenty Beautyfentybeauty.com40Stage 1 · First encounterFenty Beauty MVIP badge
4NARSnarscosmetics.com37Stage 1 · First encounterNARS MVIP badge
5Estée Lauderesteelauder.com35Stage 1 · First encounterEstée Lauder MVIP badge
6Charlotte Tilburycharlottetilbury.com31Stage 1 · First encounterCharlotte Tilbury MVIP badge
7Urban Decayurbandecay.com28Stage 1 · First encounterUrban Decay MVIP badge
8L'Oréallorealparis.com28Stage 1 · First encounterL'Oréal MVIP badge
9Anastasia Beverly Hillsanastasiabeverlyhills.com18Pre-stage · Not yet citedAnastasia Beverly Hills MVIP badge
10Revlonrevlon.com16Pre-stage · Not yet citedRevlon MVIP badge
11e.l.f. Cosmeticselfcosmetics.com15Pre-stage · Not yet citede.l.f. Cosmetics MVIP badge
12Diordior.com11Pre-stage · Not yet citedDior MVIP badge
13Wet n Wildwetnwildbeauty.com10Pre-stage · Not yet citedWet n Wild MVIP badge
14Rare Beautyrarebeauty.com9Pre-stage · Not yet citedRare Beauty MVIP badge
15Iliailiabeauty.com8Pre-stage · Not yet citedIlia MVIP badge
16NYX Cosmeticsnyxcosmetics.com8Pre-stage · Not yet citedNYX Cosmetics MVIP badge
17Too Facedtoofaced.com8Pre-stage · Not yet citedToo Faced MVIP badge
18Pat McGrath Labspatmcgrath.com6Pre-stage · Not yet citedPat McGrath Labs MVIP badge
19Kosaskosas.com2Pre-stage · Not yet citedKosas MVIP badge
20RMS Beautyrmsbeauty.com2Pre-stage · Not yet citedRMS Beauty MVIP badge

Mass-Market OEMs

Full report →
RankBrandWebsiteMVITierBadge
1Toyotatoyota.com87Stage 3 · Default choiceToyota MVIP badge
2Hondahonda.com84Stage 3 · Default choiceHonda MVIP badge
3Hyundaihyundai.com66Stage 2 · Repeat useHyundai MVIP badge
4Fordford.com54Stage 2 · Repeat useFord MVIP badge
5Kiakia.com50Stage 2 · Repeat useKia MVIP badge
6Chevroletchevrolet.com32Stage 1 · First encounterChevrolet MVIP badge
7Mazdamazdausa.com26Stage 1 · First encounterMazda MVIP badge
8Subarusubaru.com25Stage 1 · First encounterSubaru MVIP badge
9Ramramtrucks.com17Pre-stage · Not yet citedRam MVIP badge
10Nissannissanusa.com11Pre-stage · Not yet citedNissan MVIP badge
11Chryslerchrysler.com6Pre-stage · Not yet citedChrysler MVIP badge
12Volkswagenvw.com5Pre-stage · Not yet citedVolkswagen MVIP badge
13GMCgmc.com3Pre-stage · Not yet citedGMC MVIP badge
14Jeepjeep.com2Pre-stage · Not yet citedJeep MVIP badge
15Dodgedodge.com2Pre-stage · Not yet citedDodge MVIP badge
16Fiatfiatusa.com2Pre-stage · Not yet citedFiat MVIP badge
17Miniminiusa.com2Pre-stage · Not yet citedMini MVIP badge
18Buickbuick.com1Pre-stage · Not yet citedBuick MVIP badge
19Mitsubishimitsubishicars.com1Pre-stage · Not yet citedMitsubishi MVIP badge
20Lincolnlincoln.com1Pre-stage · Not yet citedLincoln MVIP badge

Men's Fashion

Full report →
RankBrandWebsiteMVITierBadge
1Uniqlouniqlo.com61Stage 2 · Repeat useUniqlo MVIP badge
2Lululemonlululemon.com55Stage 2 · Repeat useLululemon MVIP badge
3J.Crewjcrew.com53Stage 2 · Repeat useJ.Crew MVIP badge
4Bonobosbonobos.com47Stage 1 · First encounterBonobos MVIP badge
5Brooks Brothersbrooksbrothers.com34Stage 1 · First encounterBrooks Brothers MVIP badge
6Banana Republicbananarepublic.com33Stage 1 · First encounterBanana Republic MVIP badge
7Suitsupplysuitsupply.com27Stage 1 · First encounterSuitsupply MVIP badge
8Tom Fordtomford.com26Stage 1 · First encounterTom Ford MVIP badge
9Brunello Cucinellibrunellocucinelli.com26Stage 1 · First encounterBrunello Cucinelli MVIP badge
10Buck Masonbuckmason.com25Stage 1 · First encounterBuck Mason MVIP badge
11Ralph Laurenralphlauren.com24Pre-stage · Not yet citedRalph Lauren MVIP badge
12Gapgap.com21Pre-stage · Not yet citedGap MVIP badge
13Levi'slevi.com20Pre-stage · Not yet citedLevi's MVIP badge
14Hugo Bosshugoboss.com20Pre-stage · Not yet citedHugo Boss MVIP badge
15Patagoniapatagonia.com18Pre-stage · Not yet citedPatagonia MVIP badge
16Allbirdsallbirds.com18Pre-stage · Not yet citedAllbirds MVIP badge
17Theorytheory.com11Pre-stage · Not yet citedTheory MVIP badge
18Carharttcarhartt.com5Pre-stage · Not yet citedCarhartt MVIP badge
19Vineyard Vinesvineyardvines.com1Pre-stage · Not yet citedVineyard Vines MVIP badge
20Fahertyfahertybrand.com1Pre-stage · Not yet citedFaherty MVIP badge

Mortgages & Home Loans

Full report →
RankBrandWebsiteMVITierBadge
1Rocket Mortgagerocketmortgage.com80Stage 3 · Default choiceRocket Mortgage MVIP badge
2Chasechase.com65Stage 2 · Repeat useChase MVIP badge
3Betterbetter.com55Stage 2 · Repeat useBetter MVIP badge
4Wells Fargowellsfargo.com53Stage 2 · Repeat useWells Fargo MVIP badge
5Bank of America Mortgagebankofamerica.com/mortgage45Stage 1 · First encounterBank of America Mortgage MVIP badge
6loanDepotloandepot.com33Stage 1 · First encounterloanDepot MVIP badge
7LendingTreelendingtree.com25Stage 1 · First encounterLendingTree MVIP badge
8Guild Mortgageguildmortgage.com20Pre-stage · Not yet citedGuild Mortgage MVIP badge
9Veterans Unitedveteransunited.com17Pre-stage · Not yet citedVeterans United MVIP badge
10Navy Federalnavyfederal.org15Pre-stage · Not yet citedNavy Federal MVIP badge
11Bankratebankrate.com15Pre-stage · Not yet citedBankrate MVIP badge
12Guaranteed Raterate.com12Pre-stage · Not yet citedGuaranteed Rate MVIP badge
13PennyMacpennymac.com10Pre-stage · Not yet citedPennyMac MVIP badge
14NerdWalletnerdwallet.com7Pre-stage · Not yet citedNerdWallet MVIP badge
15Fairway Independent Mortgagefairwayindependentmc.com6Pre-stage · Not yet citedFairway Independent Mortgage MVIP badge
16United Wholesale Mortgageuwm.com5Pre-stage · Not yet citedUnited Wholesale Mortgage MVIP badge
17New American Fundingnewamericanfunding.com5Pre-stage · Not yet citedNew American Funding MVIP badge
18AmeriSaveamerisave.com3Pre-stage · Not yet citedAmeriSave MVIP badge
19Caliber Home Loanscaliberhomeloans.com3Pre-stage · Not yet citedCaliber Home Loans MVIP badge
20Mr. Coopermrcooper.com0Pre-stage · Not yet citedMr. Cooper MVIP badge

OTAs & Travel Booking

Full report →
RankBrandWebsiteMVITierBadge
1Booking.combooking.com56Stage 2 · Repeat useBooking.com MVIP badge
2Kayakkayak.com53Stage 2 · Repeat useKayak MVIP badge
3Expediaexpedia.com52Stage 2 · Repeat useExpedia MVIP badge
4Airbnbairbnb.com49Stage 1 · First encounterAirbnb MVIP badge
5Google Flightsgoogle.com/flights31Stage 1 · First encounterGoogle Flights MVIP badge
6Skyscannerskyscanner.com31Stage 1 · First encounterSkyscanner MVIP badge
7Vrbovrbo.com30Stage 1 · First encounterVrbo MVIP badge
8Hotels.comhotels.com19Pre-stage · Not yet citedHotels.com MVIP badge
9Tripadvisortripadvisor.com18Pre-stage · Not yet citedTripadvisor MVIP badge
10Travelocitytravelocity.com10Pre-stage · Not yet citedTravelocity MVIP badge
11Hostelworldhostelworld.com8Pre-stage · Not yet citedHostelworld MVIP badge
12Agodaagoda.com7Pre-stage · Not yet citedAgoda MVIP badge
13Costco Travelcostcotravel.com7Pre-stage · Not yet citedCostco Travel MVIP badge
14Hopperhopper.com6Pre-stage · Not yet citedHopper MVIP badge
15Orbitzorbitz.com5Pre-stage · Not yet citedOrbitz MVIP badge
16Virtuosovirtuoso.com5Pre-stage · Not yet citedVirtuoso MVIP badge
17Pricelinepriceline.com4Pre-stage · Not yet citedPriceline MVIP badge
18Goinggoing.com3Pre-stage · Not yet citedGoing MVIP badge
19Trivagotrivago.com2Pre-stage · Not yet citedTrivago MVIP badge
20Trip.comtrip.com2Pre-stage · Not yet citedTrip.com MVIP badge

Property & Casualty Insurance

Full report →
RankBrandWebsiteMVITierBadge
1State Farmstatefarm.com81Stage 3 · Default choiceState Farm MVIP badge
2Progressiveprogressive.com69Stage 2 · Repeat useProgressive MVIP badge
3Allstateallstate.com66Stage 2 · Repeat useAllstate MVIP badge
4Geicogeico.com62Stage 2 · Repeat useGeico MVIP badge
5USAAusaa.com39Stage 1 · First encounterUSAA MVIP badge
6Liberty Mutuallibertymutual.com24Pre-stage · Not yet citedLiberty Mutual MVIP badge
7Travelerstravelers.com23Pre-stage · Not yet citedTravelers MVIP badge
8Chubbchubb.com22Pre-stage · Not yet citedChubb MVIP badge
9Lemonadelemonade.com20Pre-stage · Not yet citedLemonade MVIP badge
10Nationwidenationwide.com13Pre-stage · Not yet citedNationwide MVIP badge
11Farmersfarmers.com10Pre-stage · Not yet citedFarmers MVIP badge
12AIGaig.com9Pre-stage · Not yet citedAIG MVIP badge
13American Familyamfam.com7Pre-stage · Not yet citedAmerican Family MVIP badge
14The Hartfordthehartford.com7Pre-stage · Not yet citedThe Hartford MVIP badge
15Root Insurancejoinroot.com7Pre-stage · Not yet citedRoot Insurance MVIP badge
16Erie Insuranceerieinsurance.com5Pre-stage · Not yet citedErie Insurance MVIP badge
17Hippohippo.com5Pre-stage · Not yet citedHippo MVIP badge
18Auto-Ownersauto-owners.com3Pre-stage · Not yet citedAuto-Owners MVIP badge
19MetLife Auto & Homemetlife.com3Pre-stage · Not yet citedMetLife Auto & Home MVIP badge
20AAA Insuranceace.aaa.com2Pre-stage · Not yet citedAAA Insurance MVIP badge

Residential Telecom

Full report →
RankBrandWebsiteMVITierBadge
1Verizonverizon.com78Stage 3 · Default choiceVerizon MVIP badge
2T-Mobilet-mobile.com76Stage 3 · Default choiceT-Mobile MVIP badge
3AT&Tatt.com74Stage 2 · Repeat useAT&T MVIP badge
4AT&T Fiberatt.com/internet/fiber67Stage 2 · Repeat useAT&T Fiber MVIP badge
5T-Mobile Home Internett-mobile.com/home-internet67Stage 2 · Repeat useT-Mobile Home Internet MVIP badge
6Verizon Fiosverizon.com/home/fios65Stage 2 · Repeat useVerizon Fios MVIP badge
7Verizon 5G Home Internetverizon.com/home/5g-home-internet64Stage 2 · Repeat useVerizon 5G Home Internet MVIP badge
8Xfinityxfinity.com60Stage 2 · Repeat useXfinity MVIP badge
9Starlinkstarlink.com57Stage 2 · Repeat useStarlink MVIP badge
10Spectrumspectrum.com35Stage 1 · First encounterSpectrum MVIP badge
11AT&T Internet Airatt.com/internet/air35Stage 1 · First encounterAT&T Internet Air MVIP badge
12Google Fiberfiber.google.com32Stage 1 · First encounterGoogle Fiber MVIP badge
13Mint Mobilemintmobile.com23Pre-stage · Not yet citedMint Mobile MVIP badge
14Visiblevisible.com19Pre-stage · Not yet citedVisible MVIP badge
15Cox Communicationscox.com12Pre-stage · Not yet citedCox Communications MVIP badge
16US Cellularuscellular.com8Pre-stage · Not yet citedUS Cellular MVIP badge
17Frontierfrontier.com5Pre-stage · Not yet citedFrontier MVIP badge
18Cricket Wirelesscricketwireless.com4Pre-stage · Not yet citedCricket Wireless MVIP badge
19Boost Mobileboostmobile.com4Pre-stage · Not yet citedBoost Mobile MVIP badge
20Optimumoptimum.com1Pre-stage · Not yet citedOptimum MVIP badge

Skincare

Full report →
RankBrandWebsiteMVITierBadge
1CeraVecerave.com68Stage 2 · Repeat useCeraVe MVIP badge
2La Roche-Posaylaroche-posay.us64Stage 2 · Repeat useLa Roche-Posay MVIP badge
3The Ordinarytheordinary.com57Stage 2 · Repeat useThe Ordinary MVIP badge
4Neutrogenaneutrogena.com39Stage 1 · First encounterNeutrogena MVIP badge
5Paula's Choicepaulaschoice.com39Stage 1 · First encounterPaula's Choice MVIP badge
6SkinCeuticalsskinceuticals.com33Stage 1 · First encounterSkinCeuticals MVIP badge
7La Mercremedelamer.com28Stage 1 · First encounterLa Mer MVIP badge
8EltaMDeltamd.com27Stage 1 · First encounterEltaMD MVIP badge
9Drunk Elephantdrunkelephant.com23Pre-stage · Not yet citedDrunk Elephant MVIP badge
10Cetaphilcetaphil.com18Pre-stage · Not yet citedCetaphil MVIP badge
11Augustinus Baderaugustinusbader.com16Pre-stage · Not yet citedAugustinus Bader MVIP badge
12Vanicreamvanicream.com16Pre-stage · Not yet citedVanicream MVIP badge
13Aveenoaveeno.com10Pre-stage · Not yet citedAveeno MVIP badge
14Tatchatatcha.com9Pre-stage · Not yet citedTatcha MVIP badge
15Olayolay.com9Pre-stage · Not yet citedOlay MVIP badge
16Summer Fridayssummerfridays.com6Pre-stage · Not yet citedSummer Fridays MVIP badge
17Glow Recipeglowrecipe.com5Pre-stage · Not yet citedGlow Recipe MVIP badge
18Glossierglossier.com2Pre-stage · Not yet citedGlossier MVIP badge
19Dr. Dennis Grossdrdennisgross.com1Pre-stage · Not yet citedDr. Dennis Gross MVIP badge
20Rhoderhodeskin.com0Pre-stage · Not yet citedRhode MVIP badge

Smart Home & Connected Devices

Full report →
RankBrandWebsiteMVITierBadge
1Google Neststore.google.com/nest64Stage 2 · Repeat useGoogle Nest MVIP badge
2Philips Huephilips-hue.com55Stage 2 · Repeat usePhilips Hue MVIP badge
3Amazon Alexaalexa.amazon.com52Stage 2 · Repeat useAmazon Alexa MVIP badge
4Apple HomeKitapple.com/home34Stage 1 · First encounterApple HomeKit MVIP badge
5Ecobeeecobee.com33Stage 1 · First encounterEcobee MVIP badge
6Arloarlo.com22Pre-stage · Not yet citedArlo MVIP badge
7Wyzewyze.com19Pre-stage · Not yet citedWyze MVIP badge
8Samsung SmartThingssmartthings.com18Pre-stage · Not yet citedSamsung SmartThings MVIP badge
9Augustaugust.com18Pre-stage · Not yet citedAugust MVIP badge
10Nanoleafnanoleaf.me12Pre-stage · Not yet citedNanoleaf MVIP badge
11iRobotirobot.com10Pre-stage · Not yet citediRobot MVIP badge
12Roborockroborock.com10Pre-stage · Not yet citedRoborock MVIP badge
13Lutronlutron.com9Pre-stage · Not yet citedLutron MVIP badge
14Logitechlogitech.com8Pre-stage · Not yet citedLogitech MVIP badge
15Yale Homeyalehome.com8Pre-stage · Not yet citedYale Home MVIP badge
16Aqaraaqara.com7Pre-stage · Not yet citedAqara MVIP badge
17Schlageschlage.com6Pre-stage · Not yet citedSchlage MVIP badge
18Eufyeufy.com5Pre-stage · Not yet citedEufy MVIP badge
19SwitchBotswitch-bot.com2Pre-stage · Not yet citedSwitchBot MVIP badge
20Goveegovee.com2Pre-stage · Not yet citedGovee MVIP badge

TVs

Full report →
RankBrandWebsiteMVITierBadge
1LGlg.com76Stage 3 · Default choiceLG MVIP badge
2Samsungsamsung.com74Stage 2 · Repeat useSamsung MVIP badge
3Sonysony.com64Stage 2 · Repeat useSony MVIP badge
4TCLtcl.com56Stage 2 · Repeat useTCL MVIP badge
5Hisensehisense-usa.com30Stage 1 · First encounterHisense MVIP badge
6Roku TVroku.com7Pre-stage · Not yet citedRoku TV MVIP badge
7Viziovizio.com4Pre-stage · Not yet citedVizio MVIP badge
8Panasonicpanasonic.com4Pre-stage · Not yet citedPanasonic MVIP badge
9Insigniabestbuy.com/insignia4Pre-stage · Not yet citedInsignia MVIP badge
10Toshibatoshiba-tv.com3Pre-stage · Not yet citedToshiba MVIP badge
11Philipsusa.philips.com2Pre-stage · Not yet citedPhilips MVIP badge
12Element TVelementelectronics.com2Pre-stage · Not yet citedElement TV MVIP badge
13Sceptresceptre.com0Pre-stage · Not yet citedSceptre MVIP badge
14Westinghouse TVwestinghouseelectronics.com0Pre-stage · Not yet citedWestinghouse TV MVIP badge
15JVCjvc.com0Pre-stage · Not yet citedJVC MVIP badge
16onn.onnstore.com0Pre-stage · Not yet citedonn. MVIP badge
17Sansuisansuielectronics.com0Pre-stage · Not yet citedSansui MVIP badge
18Skyworthskyworth.com0Pre-stage · Not yet citedSkyworth MVIP badge
19Konkakonkaus.com0Pre-stage · Not yet citedKonka MVIP badge
20Caixuncaixunelectronics.com0Pre-stage · Not yet citedCaixun MVIP badge

Women's Fashion

Full report →
RankBrandWebsiteMVITierBadge
1Everlaneeverlane.com75Stage 3 · Default choiceEverlane MVIP badge
2Reformationthereformation.com59Stage 2 · Repeat useReformation MVIP badge
3Lululemonlululemon.com56Stage 2 · Repeat useLululemon MVIP badge
4H&Mhm.com42Stage 1 · First encounterH&M MVIP badge
5Madewellmadewell.com38Stage 1 · First encounterMadewell MVIP badge
6Athletaathleta.com36Stage 1 · First encounterAthleta MVIP badge
7Theorytheory.com32Stage 1 · First encounterTheory MVIP badge
8Banana Republicbananarepublic.com29Stage 1 · First encounterBanana Republic MVIP badge
9Coscosstores.com15Pre-stage · Not yet citedCos MVIP badge
10Eileen Fishereileenfisher.com12Pre-stage · Not yet citedEileen Fisher MVIP badge
11Zarazara.com10Pre-stage · Not yet citedZara MVIP badge
12Aritziaaritzia.com8Pre-stage · Not yet citedAritzia MVIP badge
13Sezanesezane.com7Pre-stage · Not yet citedSezane MVIP badge
14Free Peoplefreepeople.com5Pre-stage · Not yet citedFree People MVIP badge
15Loftloft.com5Pre-stage · Not yet citedLoft MVIP badge
16Anthropologieanthropologie.com3Pre-stage · Not yet citedAnthropologie MVIP badge
17Khaitekhaite.com3Pre-stage · Not yet citedKhaite MVIP badge
18Veronica Beardveronicabeard.com2Pre-stage · Not yet citedVeronica Beard MVIP badge
19SKIMSskims.com1Pre-stage · Not yet citedSKIMS MVIP badge
20Tory Burchtoryburch.com1Pre-stage · Not yet citedTory Burch MVIP badge

Embed your MVIP badge

Tracked brands can drop a live SVG badge anywhere on their site. It refreshes monthly with the panel.

<a href="https://mapou.ai/research/mvip">
  <img src="https://mapou.ai/research/mvip/[your-brand-slug]/badge.svg"
       alt="mapou Visibility Index Panel" width="300" />
</a>

Replace [your-brand-slug] with the slug shown next to your brand above.

Roster refreshes on the first of each month with the next monthly research run. Methodology · State of AI Search.

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