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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

1,222 listings found

2016 Buick Enclave Leather

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

2016 Buick Enclave Leather

Orange, TX

Unscored
$4,200181,004 mi

Comparison: 17 similar vehicles

Orange, TX

2009 Lexus RX 350

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

2009 Lexus RX 350

Orange, TX

Unscored
$4,500227,920 mi

Comparison: 39 similar vehicles

Orange, TX

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Orange, TX

Unscored
$7,995171,059 mi

Comparison: 9 similar vehicles

Orange, TX

2019 Chevrolet Trax LS

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

2019 Chevrolet Trax LS

Orange, TX

Unscored
$8,208170,463 mi

Comparison: 16 similar vehicles

Orange, TX

2017 Chevrolet Trax LT

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

2017 Chevrolet Trax LT

Orange, TX

Unscored
$8,39995,000 mi

Comparison: 9 similar vehicles

Orange, TX

2020 Hyundai Elantra SE

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

2020 Hyundai Elantra SE

Orange, TX

Unscored
$10,935126,291 mi

Comparison: 21 similar vehicles

Orange, TX

2019 Chevrolet Traverse LS

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

2019 Chevrolet Traverse LS

Orange, TX

UnscoredInsufficient · 3
$12,414117,756 mi

Comparison: 3 similar vehicles

Orange, TX

2020 Kia Optima LX

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

2020 Kia Optima LX

Orange, TX

Fair PriceRobust · 58
$12,99776,309 mi

Market: $4,950 – $19,592

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Orange, TX

2021 Ford Escape SE

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

2021 Ford Escape SE

Orange, TX

Unscored
$13,296125,181 mi

Comparison: 11 similar vehicles

Orange, TX

2021 Ford EcoSport SE

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

2021 Ford EcoSport SE

Orange, TX

Fair PriceModerate · 21
$13,40264,901 mi

Market: $9,995 – $15,220

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Orange, TX

2020 Lincoln Nautilus Reserve

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

2020 Lincoln Nautilus Reserve

Orange, TX

Unscored
$13,438140,000 mi

Comparison: 30 similar vehicles

Orange, TX

2014 Volkswagen Beetle 2.5

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

2014 Volkswagen Beetle 2.5

Orange, TX

UnscoredInsufficient · 0
$13,68061,591 mi

Orange, TX

2021 Jeep Grand Cherokee Limited

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

2021 Jeep Grand Cherokee Limited

Orange, TX

Unscored
$14,469128,213 mi

Comparison: 64 similar vehicles

Orange, TX

2018 Ford Edge SEL

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

2018 Ford Edge SEL

Orange, TX

Fair PriceModerate · 37
$14,48180,254 mi

Market: $5,500 – $16,999

Comparison: 37 similar vehicles

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

Orange, TX

2015 Chevrolet Silverado 1500 LT

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

2015 Chevrolet Silverado 1500 LT

Orange, TX

Unscored
$14,675147,995 mi

Comparison: 92 similar vehicles

Orange, TX

2022 Jeep Compass Latitude Lux

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

2022 Jeep Compass Latitude Lux

Orange, TX

UnscoredInsufficient · 0
$15,050110,871 mi

Orange, TX

2020 Chevrolet Malibu 1LT

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

2020 Chevrolet Malibu 1LT

Orange, TX

UnscoredInsufficient · 3
$15,31573,894 mi

Comparison: 3 similar vehicles

Orange, TX

2021 Chrysler Pacifica Touring L

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

2021 Chrysler Pacifica Touring L

Orange, TX

Fair PriceModerate · 31
$16,685102,886 mi

Market: $14,720 – $26,397

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Orange, TX

2021 Toyota C-HR XLE

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

2021 Toyota C-HR XLE

Orange, TX

Unscored
$16,815116,991 mi

Comparison: 5 similar vehicles

Orange, TX

2010 RAM 2500 Pickup SLT

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

2010 RAM 2500 Pickup SLT

Orange, TX

UnscoredInsufficient · 0
$17,027201,578 mi

Orange, TX

2023 Kia Soul LX

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

2023 Kia Soul LX

Orange, TX

Unscored
$17,07023,676 mi

Comparison: 6 similar vehicles

Orange, TX

2024 Volkswagen Taos S

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

2024 Volkswagen Taos S

Orange, TX

Fair PriceModerate · 23
$17,38759,740 mi

Market: $15,994 – $20,998

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Orange, TX

2019 Volkswagen Atlas SEL

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

2019 Volkswagen Atlas SEL

Orange, TX

UnscoredInsufficient · 4
$17,40487,424 mi

Comparison: 4 similar vehicles

Orange, TX

2015 Jeep Wrangler Sport

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

2015 Jeep Wrangler Sport

Orange, TX

Unscored
$17,65255,029 mi

Comparison: 6 similar vehicles

Orange, TX

2024 Kia Forte LXS

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

2024 Kia Forte LXS

Orange, TX

Fair PriceModerate · 36
$17,92458,299 mi

Market: $12,800 – $19,695

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Orange, TX

2023 Honda HR-V Sport

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

2023 Honda HR-V Sport

Orange, TX

Unscored
$18,328117,772 mi

Comparison: 11 similar vehicles

Orange, TX

2024 Jeep Compass Latitude

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

2024 Jeep Compass Latitude

Orange, TX

Unscored
$18,35262,949 mi

Comparison: 8 similar vehicles

Orange, TX

2023 Chrysler Voyager LX

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

2023 Chrysler Voyager LX

Orange, TX

Fair PriceRobust · 50
$18,38570,565 mi

Market: $14,720 – $28,558

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 days listed (based on current market benchmarks)

Orange, TX

2021 Jeep Grand Cherokee L Laredo

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

2021 Jeep Grand Cherokee L Laredo

Orange, TX

Unscored
$18,422128,395 mi

Comparison: 10 similar vehicles

Orange, TX

2018 Chevrolet Tahoe LT

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

2018 Chevrolet Tahoe LT

Orange, TX

Unscored
$18,446125,260 mi

Comparison: 65 similar vehicles

Orange, TX

2018 Chevrolet Suburban LT

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

2018 Chevrolet Suburban LT

Orange, TX

Unscored
$18,465135,961 mi

Comparison: 8 similar vehicles

Orange, TX

2022 Volkswagen Atlas SEL

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

2022 Volkswagen Atlas SEL

Orange, TX

Unscored
$18,518115,323 mi

Comparison: 23 similar vehicles

Orange, TX

2022 GMC Terrain SLE

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

2022 GMC Terrain SLE

Orange, TX

Unscored
$18,88947,869 mi

Comparison: 5 similar vehicles

Orange, TX

2014 Ford F-150 STX

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

2014 Ford F-150 STX

Orange, TX

UnscoredInsufficient · 3
$18,978101,786 mi

Comparison: 3 similar vehicles

Orange, TX

2022 Hyundai Palisade SEL

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

2022 Hyundai Palisade SEL

Orange, TX

Fair PriceLimited · 10
$19,045100,037 mi

Market: $18,669 – $24,337

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 124 days listed (based on current market benchmarks)

Orange, TX

2022 Buick Enclave Essence

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

2022 Buick Enclave Essence

Orange, TX

Fair PriceLimited · 11
$19,198113,945 mi

Market: $18,995 – $24,220

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 166 days listed (based on current market benchmarks)

Orange, TX

2024 Jeep Compass Latitude

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

2024 Jeep Compass Latitude

Orange, TX

UnscoredInsufficient · 3
$19,23859,530 mi

Comparison: 3 similar vehicles

Orange, TX

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Orange, TX

Fair PriceLimited · 14
$19,49926,992 mi

Market: $13,900 – $26,795

Comparison: 14 similar vehicles

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

Orange, TX

2022 Subaru Ascent Premium

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

2022 Subaru Ascent Premium

Orange, TX

Fair PriceLimited · 12
$19,523111,467 mi

Market: $17,258 – $21,786

Comparison: 12 similar vehicles

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

Orange, TX

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Orange, TX

OverpricedLimited · 12
$19,52475,986 mi

Market: $16,922 – $18,676

Comparison: 12 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Orange, TX

2022 Volkswagen Atlas SE

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

2022 Volkswagen Atlas SE

Orange, TX

Unscored
$19,58563,427 mi

Comparison: 6 similar vehicles

Orange, TX

2023 Jeep Compass Trailhawk

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

2023 Jeep Compass Trailhawk

Orange, TX

UnscoredInsufficient · 3
$19,60866,366 mi

Comparison: 3 similar vehicles

Orange, TX

2024 Chevrolet Equinox Premier

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

2024 Chevrolet Equinox Premier

Orange, TX

UnscoredInsufficient · 3
$19,65288,605 mi

Comparison: 3 similar vehicles

Orange, TX

2017 Jeep Wrangler Unlimited Winter

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

2017 Jeep Wrangler Unlimited Winter

Orange, TX

UnscoredInsufficient · 0
$19,727123,327 mi

Orange, TX

2022 Chrysler 300 Touring

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

2022 Chrysler 300 Touring

Orange, TX

UnscoredInsufficient · 3
$19,78473,849 mi

Comparison: 3 similar vehicles

Orange, TX

2025 Volkswagen Taos S

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

2025 Volkswagen Taos S

Orange, TX

UnscoredInsufficient · 3
$19,82214,642 mi

Comparison: 3 similar vehicles

Orange, TX

2021 Honda HR-V EX

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

2021 Honda HR-V EX

Orange, TX

UnscoredInsufficient · 0
$19,87555,034 mi

Orange, TX

2021 Ford Explorer XLT

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

2021 Ford Explorer XLT

Orange, TX

Unscored
$19,90592,418 mi

Comparison: 9 similar vehicles

Orange, TX

2022 Kia Telluride S

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

2022 Kia Telluride S

Orange, TX

UnscoredInsufficient · 3
$19,97096,449 mi

Comparison: 3 similar vehicles

Orange, TX

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Orange, TX

Fair PriceLimited · 10
$20,16655,112 mi

Market: $20,166 – $21,385

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Orange, TX

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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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