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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · November 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

131 listings found

2020 Chevrolet Spark 1LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Chevrolet Spark 1LT

Sparta, WI

UnscoredInsufficient · 0
$9,29632,759 mi

Sparta, WI

2015 Volkswagen Passat SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Volkswagen Passat SE

Sparta, WI

Fair PriceLimited · 10
$9,298117,202 mi

Market: $6,500 – $19,395

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Sparta, WI

2017 Chevrolet Equinox LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Chevrolet Equinox LT

Sparta, WI

Fair PriceRobust · 186
$10,201102,685 mi

Market: $3,630 – $18,695

Comparison: 186 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Sparta, WI

2016 Mazda CX-5 Touring

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Mazda CX-5 Touring

Sparta, WI

Unscored
$10,298150,855 mi

Comparison: 34 similar vehicles

Sparta, WI

2019 Hyundai Elantra SEL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Hyundai Elantra SEL

Sparta, WI

Fair PriceModerate · 24
$11,012104,761 mi

Market: $8,950 – $14,998

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Sparta, WI

2019 Volkswagen Atlas SE w/Tech

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Volkswagen Atlas SE w/Tech

Sparta, WI

Unscored
$13,698136,131 mi

Comparison: 20 similar vehicles

Sparta, WI

2019 Chevrolet Traverse 1LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Chevrolet Traverse 1LT

Sparta, WI

Unscored
$14,418123,930 mi

Comparison: 109 similar vehicles

Sparta, WI

2020 Chevrolet Equinox LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Chevrolet Equinox LT

Sparta, WI

Unscored
$14,48795,716 mi

Comparison: 9 similar vehicles

Sparta, WI

2020 Kia Sportage LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Kia Sportage LX

Sparta, WI

Fair PriceModerate · 30
$15,06983,235 mi

Market: $8,665 – $16,877

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Sparta, WI

2017 Lincoln MKZ Select

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Lincoln MKZ Select

Sparta, WI

UnscoredInsufficient · 0
$16,29954,690 mi

Sparta, WI

2020 Subaru Outback Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Subaru Outback Limited

Sparta, WI

UnscoredInsufficient · 3
$17,29696,768 mi

Comparison: 3 similar vehicles

Sparta, WI

2017 GMC Yukon XL Denali

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 GMC Yukon XL Denali

Sparta, WI

Unscored
$17,298150,516 mi

Comparison: 35 similar vehicles

Sparta, WI

2022 Buick Envision Essence

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Buick Envision Essence

Sparta, WI

Unscored
$17,787127,257 mi

Comparison: 22 similar vehicles

Sparta, WI

2019 Volkswagen Golf Alltrack SEL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Volkswagen Golf Alltrack SEL

Sparta, WI

Unscored
$17,99980,216 mi

Comparison: 7 similar vehicles

Sparta, WI

2017 Chevrolet Tahoe LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Chevrolet Tahoe LT

Sparta, WI

Unscored
$18,294142,175 mi

Comparison: 36 similar vehicles

Sparta, WI

2021 Ford Escape SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Ford Escape SE

Sparta, WI

UnscoredInsufficient · 3
$18,53226,261 mi

Comparison: 3 similar vehicles

Sparta, WI

2014 GMC Sierra 1500 SLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 GMC Sierra 1500 SLT

Sparta, WI

Fair PriceRobust · 67
$19,098108,915 mi

Market: $7,504 – $20,175

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Sparta, WI

2023 Kia Seltos SX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Kia Seltos SX

Sparta, WI

UnscoredInsufficient · 0
$19,39966,178 mi

Sparta, WI

2023 Nissan Rogue SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Nissan Rogue SV

Sparta, WI

Unscored
$19,78960,997 mi

Comparison: 9 similar vehicles

Sparta, WI

2023 Chrysler Pacifica Touring L

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Chrysler Pacifica Touring L

Sparta, WI

Great DealLimited · 13
$20,28470,073 mi

Market: $21,274 – $22,656

Comparison: 13 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 41 days listed (based on current market benchmarks)

Sparta, WI

2018 Ford F-150 XL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Ford F-150 XL

Sparta, WI

Fair PriceRobust · 135
$20,284108,596 mi

Market: $9,330 – $26,799

Comparison: 135 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Sparta, WI

2017 GMC Sierra 1500 SLE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 GMC Sierra 1500 SLE

Sparta, WI

Fair PriceRobust · 53
$20,799109,139 mi

Market: $10,995 – $26,394

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Sparta, WI

2018 Ford F-150 XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Ford F-150 XLT

Sparta, WI

Fair PriceLimited · 18
$21,098112,364 mi

Market: $15,499 – $26,889

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Sparta, WI

2024 Ford Escape Platinum

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Ford Escape Platinum

Sparta, WI

Fair PriceRobust · 177
$22,62343,778 mi

Market: $21,845 – $25,980

Comparison: 177 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Sparta, WI

2015 GMC Sierra 2500HD SLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 GMC Sierra 2500HD SLT

Sparta, WI

Unscored
$23,098103,365 mi

Comparison: 8 similar vehicles

Sparta, WI

2025 Jeep Compass Trailhawk

Image from the dealer's site. OAV does not own, control, or store dealer images.

2025 Jeep Compass Trailhawk

Sparta, WI

Unscored
$23,15428,198 mi

Comparison: 5 similar vehicles

Sparta, WI

2024 Ford Escape ST-Line

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Ford Escape ST-Line

Sparta, WI

Fair PriceRobust · 53
$23,29433,092 mi

Market: $19,905 – $28,803

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Sparta, WI

2024 Volkswagen Tiguan S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Volkswagen Tiguan S

Sparta, WI

Unscored
$23,99820,652 mi

Comparison: 9 similar vehicles

Sparta, WI

2025 Volkswagen Taos SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2025 Volkswagen Taos SE

Sparta, WI

Fair PriceLimited · 16
$24,05411,774 mi

Market: $19,995 – $25,746

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Sparta, WI

2019 Chevrolet Silverado 1500 LD LT Z71

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Chevrolet Silverado 1500 LD LT Z71

Sparta, WI

Fair PriceModerate · 28
$24,54378,908 mi

Market: $17,435 – $25,989

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Sparta, WI

2024 Volkswagen Tiguan SE R-LINE BLACK

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Volkswagen Tiguan SE R-LINE BLACK

Sparta, WI

UnscoredInsufficient · 3
$24,89846,677 mi

Comparison: 3 similar vehicles

Sparta, WI

2024 Ford Edge SEL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Ford Edge SEL

Sparta, WI

Fair PriceModerate · 26
$24,94732,607 mi

Market: $24,850 – $28,293

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Sparta, WI

2024 Ford Edge SEL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Ford Edge SEL

Sparta, WI

Unscored
$25,78725,115 mi

Comparison: 5 similar vehicles

Sparta, WI

2023 Ford Bronco Sport Badlands

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Ford Bronco Sport Badlands

Sparta, WI

Great DealLimited · 11
$26,11944,619 mi

Market: $27,882 – $27,996

Comparison: 11 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 26 days listed (based on current market benchmarks)

Sparta, WI

2026 Chevrolet Trax LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Chevrolet Trax LT

Sparta, WI

Fair PriceModerate · 35
$26,216Mileage not verified

Market: $24,729 – $28,046

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Sparta, WI

2026 Chevrolet Trax LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Chevrolet Trax LT

Sparta, WI

Fair PriceModerate · 35
$26,216Mileage not verified

Market: $24,729 – $28,046

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Sparta, WI

2021 Toyota Highlander XLE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Toyota Highlander XLE

Sparta, WI

Unscored
$26,499102,889 mi

Comparison: 9 similar vehicles

Sparta, WI

2020 Chevrolet Silverado 1500 RST

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Chevrolet Silverado 1500 RST

Sparta, WI

Unscored
$26,59866,409 mi

Comparison: 7 similar vehicles

Sparta, WI

2026 Chevrolet Trax RS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Chevrolet Trax RS

Sparta, WI

Fair PriceModerate · 27
$26,732Mileage not verified

Market: $25,091 – $29,623

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 93 days listed (based on current market benchmarks)

Sparta, WI

2026 Chevrolet Trax Activ

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Chevrolet Trax Activ

Sparta, WI

Fair PriceLimited · 13
$27,287Mileage not verified

Market: $25,580 – $28,935

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Sparta, WI

2023 Buick Envision Essence

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Buick Envision Essence

Sparta, WI

UnscoredInsufficient · 4
$27,79438,698 mi

Comparison: 4 similar vehicles

Sparta, WI

2021 GMC Sierra 1500 AT4

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 GMC Sierra 1500 AT4

Sparta, WI

UnscoredInsufficient · 4
$28,29293,049 mi

Comparison: 4 similar vehicles

Sparta, WI

2026 Chevrolet Trailblazer LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Chevrolet Trailblazer LT

Sparta, WI

Fair PriceModerate · 24
$29,0265,918 mi

Market: $27,355 – $34,050

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Sparta, WI

2023 Ford Explorer XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Ford Explorer XLT

Sparta, WI

Great DealLimited · 10
$29,09845,668 mi

Market: $30,950 – $32,317

Comparison: 10 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 4 days listed (based on current market benchmarks)

Sparta, WI

2024 Mazda CX-90 Premium Package

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Mazda CX-90 Premium Package

Sparta, WI

UnscoredInsufficient · 0
$29,99824,351 mi

Sparta, WI

2019 Toyota Tacoma TRD Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Toyota Tacoma TRD Sport

Sparta, WI

Fair PriceModerate · 29
$30,19973,983 mi

Market: $24,399 – $32,694

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Sparta, WI

2020 Ford F-150 XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Ford F-150 XLT

Sparta, WI

Fair PriceModerate · 22
$30,24747,949 mi

Market: $21,995 – $34,288

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Sparta, WI

2023 Buick Enclave Essence

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Buick Enclave Essence

Sparta, WI

Unscored
$30,51830,259 mi

Comparison: 7 similar vehicles

Sparta, WI

2023 Buick Enclave Essence

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Buick Enclave Essence

Sparta, WI

Unscored
$30,79836,555 mi

Comparison: 8 similar vehicles

Sparta, WI

2023 Chevrolet Colorado Z71

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Chevrolet Colorado Z71

Sparta, WI

Fair PriceLimited · 13
$30,89985,554 mi

Market: $28,532 – $36,249

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Sparta, WI

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical sell-time, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers route inbound buyer inquiries and control verified contact information.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

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