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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 13, 2026

7.2M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

244 listings found

2005 Pontiac Montana Base

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

2005 Pontiac Montana Base

White Settlement, TX

UnscoredInsufficient · 0
$3,500218,740 mi

White Settlement, TX

2008 Pontiac Grand Prix GP

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

2008 Pontiac Grand Prix GP

White Settlement, TX

UnscoredInsufficient · 0
$6,490113,556 mi

White Settlement, TX

2005 Acura TL Base

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

2005 Acura TL Base

White Settlement, TX

Unscored
$6,890130,128 mi

Comparison: 9 similar vehicles

White Settlement, TX

2011 Hyundai Santa Fe SE

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

2011 Hyundai Santa Fe SE

White Settlement, TX

UnscoredInsufficient · 0
$7,000118,140 mi

White Settlement, TX

2007 Chevrolet Equinox LT

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

2007 Chevrolet Equinox LT

White Settlement, TX

UnscoredInsufficient · 0
$7,50080,081 mi

White Settlement, TX

2008 Mercedes-Benz M-Class ML320

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

2008 Mercedes-Benz M-Class ML320

White Settlement, TX

UnscoredInsufficient · 0
$7,590181,763 mi

White Settlement, TX

2002 Volkswagen New Beetle GLS

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

2002 Volkswagen New Beetle GLS

White Settlement, TX

UnscoredInsufficient · 0
$7,800109,011 mi

White Settlement, TX

2003 Ford F-250 Super Duty XL

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

2003 Ford F-250 Super Duty XL

White Settlement, TX

UnscoredInsufficient · 3
$7,900166,657 mi

Comparison: 3 similar vehicles

White Settlement, TX

2008 Ford Ranger XL

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

2008 Ford Ranger XL

White Settlement, TX

UnscoredInsufficient · 0
$8,000254,134 mi

White Settlement, TX

2008 Mercedes-Benz S-Class S550

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

2008 Mercedes-Benz S-Class S550

White Settlement, TX

UnscoredInsufficient · 4
$8,490165,236 mi

Comparison: 4 similar vehicles

White Settlement, TX

2017 Dodge Journey SE

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

2017 Dodge Journey SE

White Settlement, TX

Unscored
$8,500111,128 mi

Comparison: 6 similar vehicles

White Settlement, TX

2010 Mercedes-Benz GL-Class GL450

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

2010 Mercedes-Benz GL-Class GL450

White Settlement, TX

UnscoredInsufficient · 0
$8,600145,311 mi

White Settlement, TX

2014 Mercedes-Benz GL-Class GL450

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

2014 Mercedes-Benz GL-Class GL450

White Settlement, TX

Unscored
$9,490201,624 mi

Comparison: 6 similar vehicles

White Settlement, TX

2010 Chevrolet Suburban LS

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

2010 Chevrolet Suburban LS

White Settlement, TX

UnscoredInsufficient · 0
$9,950185,299 mi

White Settlement, TX

2010 Ford F-150 XL

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

2010 Ford F-150 XL

White Settlement, TX

Unscored
$10,890148,932 mi

Comparison: 8 similar vehicles

White Settlement, TX

2024 Mitsubishi Mirage ES

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

2024 Mitsubishi Mirage ES

White Settlement, TX

Fair PriceLimited · 13
$12,76553,874 mi

Market: $9,988 – $13,135

Comparison: 13 similar vehicles

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

White Settlement, TX

2017 Nissan Titan S

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

2017 Nissan Titan S

White Settlement, TX

Unscored
$14,890141,880 mi

Comparison: 7 similar vehicles

White Settlement, TX

2008 Pontiac Solstice GXP

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

2008 Pontiac Solstice GXP

White Settlement, TX

UnscoredInsufficient · 0
$14,99069,150 mi

White Settlement, TX

2023 Hyundai Elantra SEL

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

2023 Hyundai Elantra SEL

White Settlement, TX

Fair PriceLimited · 19
$15,86280,649 mi

Market: $14,995 – $18,801

Comparison: 19 similar vehicles

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

White Settlement, TX

2023 Kia Rio S

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

2023 Kia Rio S

White Settlement, TX

UnscoredInsufficient · 0
$16,12824,147 mi

White Settlement, TX

2022 Nissan Rogue Sport S

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

2022 Nissan Rogue Sport S

White Settlement, TX

UnscoredInsufficient · 3
$16,46644,261 mi

Comparison: 3 similar vehicles

White Settlement, TX

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

White Settlement, TX

Fair PriceRobust · 55
$16,96074,497 mi

Market: $12,999 – $27,046

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

White Settlement, TX

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

White Settlement, TX

Fair PriceModerate · 37
$17,15163,007 mi

Market: $14,599 – $25,775

Comparison: 37 similar vehicles

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

White Settlement, TX

2019 Tesla Model 3 Base

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

2019 Tesla Model 3 Base

White Settlement, TX

Great DealLimited · 10
$17,215105,515 mi

Market: $18,624 – $36,850

Comparison: 10 similar vehicles

Competitively priced ~8% below the typical range compared to similar vehicles · 40 days listed (based on current market benchmarks)

White Settlement, TX

2020 Chevrolet Tahoe Fleet

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

2020 Chevrolet Tahoe Fleet

White Settlement, TX

Unscored
$17,500137,325 mi

Comparison: 15 similar vehicles

White Settlement, TX

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

White Settlement, TX

Fair PriceRobust · 55
$17,58365,191 mi

Market: $12,999 – $27,046

Comparison: 55 similar vehicles

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

White Settlement, TX

2020 Ford Explorer XLT

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

2020 Ford Explorer XLT

White Settlement, TX

Fair PriceRobust · 62
$17,62295,879 mi

Market: $11,900 – $23,135

Comparison: 62 similar vehicles

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

White Settlement, TX

2023 Mitsubishi Outlander SE

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

2023 Mitsubishi Outlander SE

White Settlement, TX

Unscored
$17,62983,350 mi

Comparison: 6 similar vehicles

White Settlement, TX

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

White Settlement, TX

Fair PriceModerate · 27
$17,74852,280 mi

Market: $14,799 – $25,702

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

White Settlement, TX

2024 Mitsubishi Eclipse Cross LE

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

2024 Mitsubishi Eclipse Cross LE

White Settlement, TX

UnscoredInsufficient · 0
$17,76643,131 mi

White Settlement, TX

2021 Kia K5 GT-Line

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

2021 Kia K5 GT-Line

White Settlement, TX

UnscoredInsufficient · 3
$17,93159,802 mi

Comparison: 3 similar vehicles

White Settlement, TX

2022 Dodge Charger SXT

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

2022 Dodge Charger SXT

White Settlement, TX

Fair PriceModerate · 40
$17,94798,980 mi

Market: $13,500 – $25,900

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

White Settlement, TX

2023 Kia K5 LXS

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

2023 Kia K5 LXS

White Settlement, TX

Fair PriceLimited · 12
$18,03670,416 mi

Market: $15,149 – $21,074

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

White Settlement, TX

2025 Hyundai Elantra SEL

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

2025 Hyundai Elantra SEL

White Settlement, TX

Fair PriceModerate · 25
$18,21453,614 mi

Market: $16,987 – $22,360

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

White Settlement, TX

2023 Kia K5 LXS

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

2023 Kia K5 LXS

White Settlement, TX

Fair PriceLimited · 12
$18,56968,323 mi

Market: $15,149 – $21,074

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

White Settlement, TX

2025 Mitsubishi Outlander Sport SE

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

2025 Mitsubishi Outlander Sport SE

White Settlement, TX

Fair PriceModerate · 28
$18,66936,337 mi

Market: $16,389 – $22,995

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

White Settlement, TX

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

White Settlement, TX

Fair PriceRobust · 51
$18,67351,263 mi

Market: $16,436 – $23,002

Comparison: 51 similar vehicles

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

White Settlement, TX

2023 Toyota Corolla LE

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

2023 Toyota Corolla LE

White Settlement, TX

Fair PriceLimited · 17
$18,82063,111 mi

Market: $14,999 – $19,887

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

White Settlement, TX

2017 Ford F-150 XL

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

2017 Ford F-150 XL

White Settlement, TX

Fair PriceModerate · 25
$19,01575,195 mi

Market: $10,800 – $22,590

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

White Settlement, TX

2025 Kia Soul LX

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

2025 Kia Soul LX

White Settlement, TX

Fair PriceModerate · 24
$19,16911,755 mi

Market: $16,998 – $21,500

Comparison: 24 similar vehicles

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

White Settlement, TX

2021 Nissan Altima Platinum

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

2021 Nissan Altima Platinum

White Settlement, TX

Unscored
$19,21063,403 mi

Comparison: 9 similar vehicles

White Settlement, TX

2024 Toyota Corolla SE

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

2024 Toyota Corolla SE

White Settlement, TX

Fair PriceLimited · 10
$19,34782,941 mi

Market: $14,000 – $23,500

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

White Settlement, TX

2021 Chevrolet Camaro 1LS

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

2021 Chevrolet Camaro 1LS

White Settlement, TX

UnscoredInsufficient · 3
$19,35878,217 mi

Comparison: 3 similar vehicles

White Settlement, TX

2021 RAM 1500 Pickup Big Horn/Lone Star

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

2021 RAM 1500 Pickup Big Horn/Lone Star

White Settlement, TX

Fair PriceRobust · 59
$19,52299,521 mi

Market: $13,500 – $37,995

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 113 days listed (based on current market benchmarks)

White Settlement, TX

2025 Chevrolet Equinox LT

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

2025 Chevrolet Equinox LT

White Settlement, TX

Unscored
$19,76694,097 mi

Comparison: 18 similar vehicles

White Settlement, TX

2015 Jeep Wrangler Rubicon

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

2015 Jeep Wrangler Rubicon

White Settlement, TX

UnscoredInsufficient · 0
$19,82060,981 mi

White Settlement, TX

2021 Chevrolet Express Cargo Work Van

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

2021 Chevrolet Express Cargo Work Van

White Settlement, TX

Fair PriceLimited · 11
$19,83885,378 mi

Market: $9,995 – $23,000

Comparison: 11 similar vehicles

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

White Settlement, TX

2023 Dodge Durango SXT

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

2023 Dodge Durango SXT

White Settlement, TX

Unscored
$19,89899,617 mi

Comparison: 5 similar vehicles

White Settlement, TX

2019 Nissan Maxima Platinum

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

2019 Nissan Maxima Platinum

White Settlement, TX

UnscoredInsufficient · 0
$19,90179,187 mi

White Settlement, TX

2022 Tesla Model 3 Base

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

2022 Tesla Model 3 Base

White Settlement, TX

Unscored
$19,97291,142 mi

Comparison: 8 similar vehicles

White Settlement, TX

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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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