United States 2026 · Data

Every political advertiser

The 24,034 Facebook and Instagram pages that ran a domestic political ad paid in dollars from 4 May 2026, from Meta’s archive as pulled on 4 November 2026. Every page links to its own Vipima page, with its weekly spend, tone and costliest ads, and from there to Meta’s Ad Library; a party’s or candidate’s page links to that party or candidate.

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FederalStateBallot measuresLocalNo specific race
Candidate resultWonLostNot yet called

24,034 pages · 740,568 ads · $484M · page 83 of 121

#PageTypeSideRaceResultAdsSpendImpressionsAttackLast ad
16401Re-Elect Greg BanksPaid for by Committee to Re-Elect Greg BanksCandidateNoneLocal11$545~36.6K0.0%25 Oct
16402Holliday for PUD District 2Paid for by Holliday for Benton PUD Commissioner District 2CandidateNoneLocal, WA11$545~45.5K0.0%25 Oct
16403Tippecanoe County Democratic PartyPaid for by Tippecanoe County Democratic Central CommitteePartyDem.Local, IN11$545~27.5K27%25 Oct
16404People to Elect Gil Humphreys CandidateNoneNone11$545~35.1K0.0%24 Oct
16405Allen Dahlgren for School Board - District 742Paid for by Al Dahlgren for School BoardCandidateNoneLocal11$545~35.5K24 Oct
16406Michael Passalacqua For Seneca County SheriffCandidateNoneLocal, NY11$545~13.8K0.0%24 Oct
16407James Stewart For Caddo District AttorneyCandidateDem.Local, LA11$545~119.5K0.0%23 Oct
16408Gary Brotz for Mount Holly Fire CommissionerCandidateNoneLocal, NJ11$545~23.6K27%23 Oct
16409 Valerie Frost for Clark County School Board - District 4Paid for by Campaign Fund of Valerie FrostCandidateNoneLocal, NV11$545~22.7K0.0%22 Oct
16410A New Wave Right NewsMediaRep.None11$545~6K82%25 Oct
16411Ben DeSmidt for Assembly - District 65Paid for by DeSmidt For WisconsinCandidateDem.Legislature, WI11$545~46.5K22 Oct
16412Randy Lee for Chino Basin Water Conservation District, District 7CandidateNoneLocal, CA11$545~9.4K0.0%21 Oct
16413Protect Grove CityPaid for by Friends of Protect Grove CityGroupNoneBallot measure, OH11$545~20.6K45%26 Oct
16414David Allen CrossCandidateNoneLocal, AR11$545~26.6K0.0%20 Oct
16415Idaho Solutions, Inc.UnknownNoneNone11$545~18.5K27%19 Oct
16416One HurleyPaid for by One Hurley CommitteePartyNoneNone11$545~22.6K0.0%19 Oct
16417Westside Democratic ClubPartyDem.None11$545~7.9K0.0%17 Oct
16418The Trucking AlliancePaid for by The Trucking Alliance for Driver Safety & SecurityGroupNoneNone11$545~20.6K0.0%16 Oct
16419Zachary HuloPaid for by Hulo for Virginia House of DelegatesCandidateRep.Legislature, VA11$545~5.5K36%17 Oct
16420Reyes for MayorUnknownNoneNone11$545~3.5K2 Nov
16421Minnesota's 7th Congressional District DFLPartyDem.House MN-711$545~23.2K73%6 Oct
16422Rob Knisley for Lancaster City CouncilPaid for by Friends of Rob KnisleyCandidateNoneLocal, PA11$545~3.5K0.0%3 Oct
16423Blue Ridge Environmental Defense LeaguePaid for by BLUE RIDGE ENVIRONMENTAL DEFENSE LEAGUEGroupNoneNone11$545~22.1K0.0%28 Aug
16424Rafael Lebron For Osceola County Commissioner District 4CandidateNoneLocal, FL11$545~20.6K9.1%15 Aug
16425Wynfred Russell for MN HouseCandidateDem.Legislature, MN11$545~88.6K0.0%9 Aug
16426Cody Mayer for Marquette County Commission District 1CandidateNoneLocal, MI11$545~21.3K0.0%8 Aug
16427Shawn White WolfGroupNoneNone11$545~7K18%6 Aug
16428BigDaddyPaid for by WY Value PartnersGroupNoneNone11$545~16.3K0.0%4 Aug
16429Tiffany JeffersCandidateNoneLocal, FL11$545~25.6K0.0%31 Jul
16430Tupa'i for Hawai'iPaid for by Friends of Seaula JR Tupa'iCandidateNoneLocal, HI11$545~38.3K0.0%31 Jul
16431Adam Murphy for US HousePaid for by MURPHY4CONGRESSCandidateDem.House VA-911$545~16.6K18%28 Jul
16432Elaissia Sears - West Mesa Justice of the PeaceCandidateNoneLocal, NM11$545~19.6K0.0%18 Jul
16433Political Commentary & HumorPaid for by Confidential SolutionsUnknownNoneNone11$545~8.9K55%10 Jul
16434Secure Future AmericaPaid for by American Health Security GroupGroupNoneNone11$545~6.5K6 Jul
16435Jamie Hunter for Putnam County TrusteeCandidateNoneLocal11$545~27.2K0.0%19 Jun
16436Euniesha Davis For County CouncilCandidateDem.Local, MD11$545~75.5K0.0%18 Jun
16437Stephanie Steiner for IowaPaid for by Supporters of Stephanie SteinerCandidateDem.House IA-411$545~48.2K0.0%2 Jun
16438Franklin GOP 0805Paid for by franklin gopPartyRep.None11$545~18.7K1 Jun
16439Yes on Fairfax Measure JGroupNoneBallot measure, CA11$545~14.3K9.1%30 May
16440Dr. Joy EmmanuelPaid for by EMMANUEL FOR CHULA VISTA CITY COUNCIL DISTRICT 1CandidateNoneLocal, CA11$545~53.7K0.0%30 May
16441Sapp 4 JPCandidateNoneLocal, TX11$545~12.7K0.0%24 May
16442Mitchell Ray for Walker County Commissioner Precinct 2CandidateNoneLocal, TX11$545~18.6K0.0%23 May
16443Beatris RosasPaid for by The Black & Brown Coalition of North CarolinaGroupNoneNone11$545~6K44%20 May
16444Rob Melstein for Ossining School BoardCandidateNoneLocal, NY11$545~24.5K0.0%19 May
16445Lani Frank for State CommitteeCandidateNoneNone11$545~14.3K0.0%15 May
16446Emily Clouse for Thurston CountyCandidateNoneLocal, WA2$499~40K27 Oct
16447Samantha Wick for Burbank City Council 2026Paid for by Wick for Burbank City Council 2026CandidateNoneLocal, CA2$499~15K26 Oct
16448John Gilmour for Erie County LegislatorCandidateNoneLocal, NY2$499~50K26 Oct
16449Emily Thompson for Delaware State SenateCandidateNoneLegislature, DE2$499~30K26 Oct
16450Harriet HolmanPaid for by Harriet Holman for State HouseCandidateRep.Legislature, SC2$499~27K26 Oct
16451Penny Lawson for Chancery JudgeCandidateNoneLocal, MS2$499~50K26 Oct
16452Rebecca Jones for SupervisorPaid for by Jones for Supervisor 2026CandidateNoneLocal, CA2$499~45K26 Oct
16453Westfaul for JudgePaid for by The Committee to Elect Jay Westfaul CandidateNoneLocal, MS2$499~35K26 Oct
16454Gail Peak-Brown for Webster County Presiding CommissionerCandidateNoneLocal, MO2$499~65K26 Oct
16455Monterey County DemocratsPartyDem.None2$499~160K26 Oct
16456Lorena SorianoPaid for by El Centro de la RazaGroupNoneNone2$499~40K25 Oct
16457Republican Party of Pike County, KentuckyPaid for by Republican Party of Pike CountyPartyRep.None2$499~45K25 Oct
16458Re-elect Senator Karen KwanCandidateDem.Legislature, UT2$499~130K25 Oct
16459Nick For MilwaukiePaid for by Nick for MilwaukieCandidateNoneLocal, OR2$499~67.5K25 Oct
16460Delegate Jeff CampbellPaid for by Jeff Campbell for West VirginiaCandidateRep.Legislature, WV2$499~59.5K24 Oct
16461Kearney for AssemblyPaid for by KEARNEY FOR ASSEMBLYCandidateDem.None2$499~122.5K24 Oct
16462Devon ConleyCandidateNoneLocal, CA2$499~113K23 Oct
16463Julie Berkowicz for Illinois State SenatePaid for by COMMITTEE TO ELECT JULIE BERKOWICZCandidateDem.Legislature, IL2$499~45K23 Oct
16464NoticiasYa Palm SpringsPaid for by Entravision Communications CorporationMediaNoneLocal, CA2$499~122.5K23 Oct
16465Capital Program OfficePublic bodyNoneNone2$499~35K23 Oct
16466Keith GroverPaid for by Friends of Keith GroverCandidateRep.Legislature, UT2$499~95K22 Oct
16467NBC Palm SpringsPaid for by Entravision CorporationMediaNoneLocal, CA2$499~120K23 Oct
16468Graustein Memorial FundPaid for by WILLIAM CASPAR GRAUSTEIN MEMORIAL FUNDGroupNoneNone2$499~35K22 Oct
16469Richard Goldman for Maine House 53CandidateNoneLegislature, ME2$499~58.5K22 Oct
16470Jim Dill for RepresentativeCandidateNoneState2$499~48K22 Oct
16471American Energy AlliancePaid for by AMERICAN ENERGY ALLIANCEGroupRep.Senate, AK2$499~50K22 Oct
16472Catholic Medical AssociationGroupNoneNone2$499~12K21 Oct
16473Jade Simmons for U.S. SenatePaid for by JADE SIMMONS FOR SENATECandidateNoneSenate, TX2$499~195K21 Oct
16474WAMU 88.5 - American University RadioMediaNoneLocal, DC2$499~55K21 Oct
16475Sam Farruggia - 6th District Niagara County LegislatorCandidateNoneLocal, NY2$499~18K21 Oct
16476Judge Toni HigginbothamCandidateNoneLocal, LA2$499~45K20 Oct
16477SCV Mayor's Committee For Employment of Individuals With DisabilitiesPublic bodyNoneNone2$499~40K20 Oct
16478United to End HomelessnessGroupNoneBallot measure, CA2$499~185K20 Oct
16479YES for PUSDGroupNoneBallot measure, AZ2$499~97.5K20 Oct
16480New Jersey Citizen ActionPaid for by NEW JERSEY CITIZEN ACTIONGroupDem.None2$499~117.5K20 Oct
16481Schott 4 HaywardPaid for by Schott for Hayward City Council District 1 2026CandidateNoneLocal, CA2$499~30K19 Oct
16482Treneisha Hill for First Judicial District Court JudgeCandidateNoneLocal, LA2$499~36K19 Oct
16483Celina Leon for 94th District Court JUDGEPaid for by Elect Celina Lopez Leon CampaignCandidateNoneLocal, TX2$499~41K19 Oct
16484Representative Bryan BrinyarkPaid for by Friends of Bryan BrinyarkCandidateNoneState2$499~102.5K19 Oct
16485Bridget Belcastro for McHenry Regional Superintendent of SchoolsCandidateNoneLocal, IL2$499~30K19 Oct
16486Daschofsky for SheriffCandidateNoneLocal2$499~55K16 Oct
16487Kirkland for Congress 2026CandidateNoneHouse CA-212$499~65K16 Oct
16488Shawn Vedaa for McHenry County CommissionerPaid for by Shawn Vedaa for Mchenry County CommisionerCandidateNoneLocal, IL2$499~26K15 Oct
16489Malena Stevens for Summit County ClerkCandidateNoneLocal2$499~35K15 Oct
16490Mark For AlaskaCandidateNoneLegislature, AK2$499~40K15 Oct
16491Jakob Miles for Lewis & Clark County CommissionCandidateDem.Local, MT2$499~115K14 Oct
16492Center for Brooklyn HistoryPublic bodyNoneNone2$499~50K14 Oct
16493Sara Singer for CommissionerCandidateNoneLocal2$499~25K13 Oct
16494Dustin Vigneault for NH State Representative Paid for by Elect Dustin VigneaultCandidateNoneLegislature, NH2$499~19K13 Oct
16495State Representative Christopher J. EnglandPaid for by Committee to Elect Chris EnglandCandidateDem.Legislature, AL2$499~82.5K13 Oct
16496Concerned Veterans For America South CarolinaPaid for by Concerned Veterans for AmericaGroupRep.Legislature, SC2$499~75K13 Oct
16497John Goede For Naples Airport Authority Seat 4Paid for by JOHN GOEDE FOR Naples Airport Authority Seat 4CandidateNoneLocal, FL2$499~30K13 Oct
16498Dorchester County Democratic PartyPartyDem.None2$499~30K12 Oct
16499Dobson for AlabamaCandidateRep.Senate, AL2$499~73.5K9 Oct
16500Jason Woolford for State RepresentativeCandidateNoneState2$499~34K9 Oct
16501Michael Carter for ColoradoCandidateNoneNone2$499~66.5K9 Oct
16502Bernards Township RepublicansPaid for by Bernards Township Republican Municipal CommitteePartyRep.Local, NJ2$499~49K7 Oct
16503Rebecca King for Coronado City Council 2026CandidateNoneLocal, CA2$499~23K7 Oct
16504Sarah LightnerCandidateRep.Legislature, MI2$499~55.5K5 Oct
16505Michael J Kalagias for ARPaid for by Kalagias for ARCandidateNoneOther statewide, AR2$499~21K5 Oct
16506Judge Mark HenryPaid for by Judge Mark Henry CampaignCandidateRep.Local, TX2$499~52K4 Oct
16507The Jewish Federation of DetroitPaid for by JEWISH FEDERATION OF DETROITGroupNoneNone2$499~31K4 Oct
16508Amber Gustafson for Clay County AttorneyCandidateNoneLocal2$499~132.5K2 Oct
16509Progress North CarolinaGroupDem.None2$499~45K2 Oct
16510Wicomico Transparency ProjectGroupNoneLocal, MD2$499~120K1 Oct
16511Central Joint Professional Firefighter's IAFF Local 4273GroupNoneBallot measure, OH2$499~125K22 Sep
16512Roy Caldwell for Montana State House CandidateRep.Legislature, MT2$499~45K20 Sep
16513Monroe County Community CollegePublic bodyNoneNone2$499~50K18 Sep
16514Parker Fairbairn - State RepresentativePaid for by Michigan House RepublicansPartyRep.Legislature, MI2$499~120K18 Sep
16515Andy HopperPaid for by Hopper4TexasCandidateRep.Legislature, TX2$499~37K17 Sep
16516Salt Lake City CouncilPublic bodyNoneNone2$499~30K16 Sep
16517Michael Slaughter for Collin County Pct 2 CommissionerPaid for by Michael Slaughter For Collin County Commissioner Pct 2CandidateNoneLocal, TX2$499~58.5K15 Sep
16518Scott Rosenzweig for Montana State LegislaturePaid for by Rosenzweig for MontanaCandidateNoneLegislature, MT2$499~20K11 Sep
16519Asm. Matt HaneyPaid for by California State AssemblyPublic bodyNoneNone2$499~35K1 Sep
16520Will MbahPaid for by Committee to Elect Wilfred MbahCandidateDem.Legislature, MA2$499~120K24 Aug
16521Sunshine Local NewsPaid for by Surround Sound NewsMediaNoneNone2$499~40K19 Aug
16522Missouri Farm BureauGroupNoneNone2$499~177.5K19 Aug
16523PA State Rep. Martina WhiteCandidateRep.Legislature, PA2$499~40K13 Aug
16524Joel Schmidt for Benton County SheriffPaid for by Joel M Schmidt for Benton County SheriffCandidateNoneLocal, MN2$499~47K11 Aug
16525Martin Radinsky for Judge of the Orphans CourtUnknownNoneNone2$499~24K5 Aug
16526WLNS-TVMediaNoneBallot measure, MI2$499~170K20 Jul
16527Congressman Suhas SubramanyamPaid for by Suhas SubramanyamPublic bodyNoneNone2$499~51K9 Jul
16528Green River MarinaPaid for by GREEN RIVER MARINA, LLCUnknownNoneMeasure2$499~70K2 Jul
16529Robert Michael WallacePaid for by Robert for Arizona State SenateCandidateDem.Legislature, AZ2$499~33K30 Jun
16530John Myrick for Governor of MarylandCandidateRep.Governor, MD2$499~45K22 Jun
16531Boston For Eagle County SheriffPaid for by BostonCandidateDem.Local, CO2$499~40K10 Jun
16532Curt Vanderwall - State RepresentativePaid for by Michigan House RepublicansPartyRep.None2$499~160K8 Jun
16533Cal Forrest for HouseCandidateNoneFederal2$499~45K7 Jun
16534Woods4CongressPaid for by Todd Woods for CongressCandidateRep.House OK-12$499~23K3 Jun
16535Steve Podrygula for Minot City CouncilPaid for by Steve Podrygula CandidateNoneLocal, ND2$499~45K2 Jun
16536Pasco County Supervisor of ElectionsPublic bodyNoneNone2$499~60K1 Jun
16537Brandon Lane For SDPaid for by Brandon Lane For SD CandidateNoneLegislature, SD2$499~35K29 May
16538Lindsey Seachris, Rapid City Councilwoman, Ward 2CandidateNoneLocal, SD2$499~29K27 May
16539Susan Junker for Bandera County JudgePaid for by Junker for JudgeCandidateRep.Local, TX2$499~40K24 May
16540Fernando Alvarez for Fresno City Council Paid for by Alvarez for Fresno City CouncilCandidateNoneLocal, CA2$499~172K23 May
16541Scott Silveira Merced County Supervisor District 5CandidateNoneLocal, CA2$499~55K21 May
16542Jabo Waggoner for Senate District 16Paid for by Waggoner for Senate CommitteeCandidateRep.Legislature, AL2$499~37K18 May
16543City of Corona - City GovernmentPaid for by City of CoronaPublic bodyNoneNone2$499~97.5K17 May
16544Julie Rowe for Sharon School CommitteeCandidateNoneLocal, MA2$499~49K16 May
16545Gerrick Wilkins for ALGOP State Executive CommitteeCandidateRep.None2$499~35K16 May
16546Randy Chamberlin for MontanaCandidateRep.House, district not named2$499~140K15 May
16547Elect Danny Reynolds for DeRidder MayorPaid for by Campaign to Elect Danny ReynoldsCandidateNoneLocal, LA2$499~65K15 May
16548Michael LyonUnknownNoneNone2$499~56.5K8 May
16549Tarah Combs LeBlanc For KY 33Paid for by Campaign to Elect Tarah LeBlancCandidateDem.Legislature, KY2$499~39K8 May
16550Planned Parenthood of IllinoisGroupNoneNone2$499~35K7 May
16551Adrienne SimmonsPaid for by The Committee to Elect Adrienne SimmonsCandidateNoneLocal, GA2$499~55K5 May
16552Jay Jackson for LegislatureCandidateNoneLegislature, NE2$499~36K4 May
16553Elect Kyle Walker To County Commisioner District 7Paid for by ECUHero CandidateNoneLocal, NC2$499~50K1 May
16554Elect Juana Lombard For JudgeCandidateNoneLocal2$499~55K26 Oct
16555Mainstream RevolutionGroupNoneBallot measure, CA4$498~22K26 Oct
16556Anthony Rubinacci for Vigo County Council, District 2 Paid for by Committee to Elect Anthony RubinacciCandidateNoneLocal, IN4$498~65K26 Oct
16557Red Wave Suffolk CountyCandidateRep.Legislature, NY4$498~15K26 Oct
16558Tracy Marra for CTCandidateRep.Legislature, CT4$498~25K27 Oct
16559Jeremy J GordonPaid for by Committee to Elect Jeremy Gordon PAC ID 21770CandidateNoneLocal, OR4$498~39K26 Oct
16560Safer AvondaleGroupNoneBallot measure, AZ4$498~20K26 Oct
16561Odalys Valladares for Santa Fe Springs City CouncilPaid for by Valladares for City Council 2026CandidateNoneLocal, CA4$498~34K26 Oct
16562Eric Arias for Bakersfield City CouncilCandidateNoneLocal, CA4$498~42K26 Oct
16563Old North NewsPaid for by Metric Media LLCNetwork pageRep.House, district not named4$498~36K26 Oct
16564Herman Cole for Titusville City CouncilCandidateNoneLocal, FL4$498~70K26 Oct
16565Mothers Out FrontPaid for by MOTHERS OUT FRONTGroupNoneNone4$498~68K26 Oct
16566Hyman, Gilbert-Floyd and Calandrillo for Egg Harbor Township CommitteeCandidateNoneLocal, NJ4$498~67.5K26 Oct
16567Lower Makefield-Yardley Democratic CommitteePartyDem.House PA-14$498~82K26 Oct
16568Re-Elect J. D. Prescott for State RepresentativePaid for by JD Prescott for State Representative CandidateNoneLegislature, IN4$498~25K26 Oct
16569Heather Leonard for Grass Valley School DistrictPaid for by Heather LeonardCandidateNoneLocal, CA4$498~13.6K25 Oct
16570Arian Borghei for Montgomery County Council - District 2CandidateNoneLocal, MD4$498~45K25 Oct
16571mpetershd50Paid for by Mark PetersCandidateNoneState4$498~85K26 Oct
16572Blake Sanders for State HousePaid for by Vote Blake SandersCandidateNoneState4$498~38K25 Oct
16573Scott Montgomery for State HouseCandidateRep.Legislature, SC4$498~29K25 Oct
16574Charlie Hartz for State HousePaid for by Hartz for HouseCandidateNoneLegislature, SC4$498~38K25 Oct
16575Crystal Hill & Peter Orphanos for Darien BOEPaid for by Crystal & Peter for Darien Board of Education 2026CandidateDem.Local, CT4$498~25K25 Oct
16576Seneca County Democratic Committee of NYPartyDem.House NY-244$498~32K25 Oct
16577Zablow & Zablow for Roseland Borough Council ‘26Paid for by Election Fund Zablow & ZablowCandidateNoneLocal, NJ4$498~61K24 Oct
16578Steve Luking 4 NCCandidateDem.Legislature, NC4$498~48K24 Oct
16579Will Campbell For TexasPaid for by Will Campbell for TexasCandidateNoneNone4$498~33K24 Oct
16580Trustee Taylor KayattaGroupNoneBallot measure, CA4$498~47.5K24 Oct
16581Jividen for WV HouseCandidateNoneLegislature, WV4$498~23K23 Oct
16582Midland Public SchoolsPaid for by MIDLAND PUBLIC SCHOOLSPublic bodyNoneBallot measure, MI4$498~51K23 Oct
16583Corynne Courpas for State DelegateCandidateNoneLegislature, MD4$498~121K23 Oct
16584AMCPPaid for by Academy Of Managed Care Pharmacy A New Jersey NonProfit CorporationGroupNoneNone4$498~15.6K23 Oct
16585Defend Brooks RangeGroupNoneNone4$498~18.1K23 Oct
16586City of Orlando - GovernmentPublic bodyNoneNone4$498~80.5K23 Oct
16587Schenectady County Republican CommitteePartyRep.Local, NY4$498~28K23 Oct
16588Utah Judicial Performance Evaluation CommissionPaid for by Judicial Performance Evaluation CommissionPublic bodyNoneNone4$498~68K23 Oct
16589Jeremy RowePaid for by Rowe for MayorCandidateNoneLocal4$498~14K23 Oct
16590Charles for MNPaid for by McConaughay For House 27BCandidateNoneLegislature, MN4$498~29K23 Oct
16591Assemblyman BergenPaid for by Bergen For AssemblyCandidateRep.Legislature, NJ4$498~60.6K25 Oct
16592Sally Cluchey for State RepresentativeCandidateDem.Legislature, ME4$498~29K22 Oct
16593Maggie Ullman, Asheville City CouncilPaid for by Friends of Maggie UllmanCandidateNoneLocal, NC4$498~73K22 Oct
16594Howard County Jewish Advocacy Group - HocojagPaid for by Howard County Jewish Advocacy GroupGroupNoneNone4$498~31.5K22 Oct
16595City Councilor Kevin StinePaid for by Committee to Elect Kevin StineCandidateNoneLocal, OR4$498~54K26 Oct
16596Freestone County Republican PartyPartyRep.None4$498~30K21 Oct
16597Megan Romano for Rockford School BoardCandidateNoneLocal4$498~23K21 Oct
16598Wendi Morse for Bellflower City CouncilPaid for by Wendi Morse for Council 2024 ID #1469986CandidateNoneLocal, CA4$498~43K20 Oct
16599Rebekah for VallejoPaid for by REBEKAH TRUEMPER FOR VALLEJO CITY COUNCIL DISTRICT 5 2026CandidateDem.Local, CA4$498~39K20 Oct
16600Covrett for Ohio 87CandidateDem.Legislature, OH4$498~37K20 Oct

Spend and impressions are midpoints of Meta’s ranges, impressions capped at “1M+” per ad. Type, side and race come from a model reading each ad; a page shows the side and race most of its spend went to. Attack is the share of a page’s classified ads that attack a named opponent, shown from five ads. See the methodology.