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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 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 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

108 listings found

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Crystal City, MO

Unscored
$2,500176,777 mi

Comparison: 11 similar vehicles

Crystal City, MO

2015 Ford Escape SE

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

2015 Ford Escape SE

Crystal City, MO

Unscored
$5,200150,000 mi

Comparison: 8 similar vehicles

Crystal City, MO

2010 Chevrolet Silverado 1500 LT

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

2010 Chevrolet Silverado 1500 LT

Crystal City, MO

UnscoredInsufficient · 4
$5,800232,317 mi

Comparison: 4 similar vehicles

Crystal City, MO

2013 Volkswagen Eos Komfort

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

2013 Volkswagen Eos Komfort

Crystal City, MO

UnscoredInsufficient · 0
$5,99589,014 mi

Crystal City, MO

2011 Kia Sorento EX

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

2011 Kia Sorento EX

Crystal City, MO

UnscoredInsufficient · 4
$5,995105,450 mi

Comparison: 4 similar vehicles

Crystal City, MO

2016 Kia Soul Base

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

2016 Kia Soul Base

Crystal City, MO

Unscored
$5,999155,050 mi

Comparison: 6 similar vehicles

Crystal City, MO

2005 Ford F-350 Super Duty XLT

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

2005 Ford F-350 Super Duty XLT

Crystal City, MO

UnscoredInsufficient · 0
$5,999260,750 mi

Crystal City, MO

2019 Chevrolet Cruze LT

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

2019 Chevrolet Cruze LT

Crystal City, MO

Unscored
$6,500166,039 mi

Comparison: 5 similar vehicles

Crystal City, MO

2018 Chevrolet Trax LT

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

2018 Chevrolet Trax LT

Crystal City, MO

Unscored
$6,795128,452 mi

Comparison: 8 similar vehicles

Crystal City, MO

2011 Chevrolet Traverse 2LT

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

2011 Chevrolet Traverse 2LT

Crystal City, MO

UnscoredInsufficient · 3
$6,895161,094 mi

Comparison: 3 similar vehicles

Crystal City, MO

2005 Chrysler PT Cruiser GT

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

2005 Chrysler PT Cruiser GT

Crystal City, MO

UnscoredInsufficient · 0
$6,90058,000 mi

Crystal City, MO

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Crystal City, MO

Unscored
$7,000148,322 mi

Comparison: 11 similar vehicles

Crystal City, MO

2017 Buick Verano 1SH

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

2017 Buick Verano 1SH

Crystal City, MO

UnscoredInsufficient · 0
$7,200103,000 mi

Crystal City, MO

2013 Dodge Dart SXT

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

2013 Dodge Dart SXT

Crystal City, MO

Unscored
$7,200123,000 mi

Comparison: 10 similar vehicles

Crystal City, MO

2012 Honda Odyssey EX

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

2012 Honda Odyssey EX

Crystal City, MO

UnscoredInsufficient · 3
$7,200169,000 mi

Comparison: 3 similar vehicles

Crystal City, MO

2016 Ford Escape SE

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

2016 Ford Escape SE

Crystal City, MO

Unscored
$7,500172,800 mi

Comparison: 11 similar vehicles

Crystal City, MO

2017 Kia Forte LX

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

2017 Kia Forte LX

Crystal City, MO

UnscoredInsufficient · 3
$7,800129,000 mi

Comparison: 3 similar vehicles

Crystal City, MO

2014 Volkswagen Tiguan SEL

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

2014 Volkswagen Tiguan SEL

Crystal City, MO

UnscoredInsufficient · 0
$7,800112,000 mi

Crystal City, MO

2016 Ford Flex SEL

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

2016 Ford Flex SEL

Crystal City, MO

UnscoredInsufficient · 3
$7,900171,000 mi

Comparison: 3 similar vehicles

Crystal City, MO

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Crystal City, MO

Fair PriceModerate · 20
$7,900117,500 mi

Market: $6,200 – $11,204

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 759 days listed (based on current market benchmarks)

Crystal City, MO

2013 Hyundai Santa Fe GLS

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

2013 Hyundai Santa Fe GLS

Crystal City, MO

UnscoredInsufficient · 0
$7,999143,700 mi

Crystal City, MO

2019 Ford Ecosport SE

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

2019 Ford Ecosport SE

Crystal City, MO

Unscored
$8,200126,543 mi

Comparison: 8 similar vehicles

Crystal City, MO

2015 Ford Edge SEL

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

2015 Ford Edge SEL

Crystal City, MO

UnscoredInsufficient · 4
$8,300130,000 mi

Comparison: 4 similar vehicles

Crystal City, MO

2016 Hyundai Elantra Limited

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

2016 Hyundai Elantra Limited

Crystal City, MO

UnscoredInsufficient · 0
$8,500Mileage not verified

Crystal City, MO

2014 Ford Explorer Limited

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

2014 Ford Explorer Limited

Crystal City, MO

Unscored
$8,900148,000 mi

Comparison: 5 similar vehicles

Crystal City, MO

2018 Nissan Pathfinder SV

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

2018 Nissan Pathfinder SV

Crystal City, MO

Unscored
$9,200204,317 mi

Comparison: 6 similar vehicles

Crystal City, MO

2015 Audi A4 Premium

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

2015 Audi A4 Premium

Crystal City, MO

UnscoredInsufficient · 0
$9,250109,632 mi

Crystal City, MO

2016 BMW 2 Series 228i

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

2016 BMW 2 Series 228i

Crystal City, MO

UnscoredInsufficient · 0
$9,999132,585 mi

Crystal City, MO

2013 Ford Explorer Base

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

2013 Ford Explorer Base

Crystal City, MO

Unscored
$9,99996,015 mi

Comparison: 5 similar vehicles

Crystal City, MO

2017 Volkswagen Tiguan Limited Base

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

2017 Volkswagen Tiguan Limited Base

Crystal City, MO

Fair PriceLimited · 11
$10,00096,200 mi

Market: $6,495 – $10,495

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Crystal City, MO

2016 Chevrolet Malibu Limited 1LT

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

2016 Chevrolet Malibu Limited 1LT

Crystal City, MO

Unscored
$10,999101,000 mi

Comparison: 5 similar vehicles

Crystal City, MO

2016 Chevrolet Cruze LT

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

2016 Chevrolet Cruze LT

Crystal City, MO

Unscored
$11,000110,137 mi

Comparison: 7 similar vehicles

Crystal City, MO

2019 Lincoln Nautilus Select

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

2019 Lincoln Nautilus Select

Crystal City, MO

UnscoredInsufficient · 4
$11,995159,002 mi

Comparison: 4 similar vehicles

Crystal City, MO

2017 RAM 2500 Pickup Tradesman

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

2017 RAM 2500 Pickup Tradesman

Crystal City, MO

UnscoredInsufficient · 3
$11,999213,120 mi

Comparison: 3 similar vehicles

Crystal City, MO

2014 Jeep Grand Cherokee Limited

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

2014 Jeep Grand Cherokee Limited

Crystal City, MO

Fair PriceLimited · 10
$11,99996,150 mi

Market: $6,995 – $13,988

Comparison: 10 similar vehicles

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

Crystal City, MO

2006 Ford F-250 Super Duty

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

2006 Ford F-250 Super Duty

Crystal City, MO

UnscoredInsufficient · 0
$11,999246,000 mi

Crystal City, MO

2017 Ford Transit Van Base

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

2017 Ford Transit Van Base

Crystal City, MO

Unscored
$12,000194,000 mi

Comparison: 13 similar vehicles

Crystal City, MO

2016 Nissan Frontier S

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

2016 Nissan Frontier S

Crystal City, MO

UnscoredInsufficient · 0
$13,200113,000 mi

Crystal City, MO

2013 Ford F-150 XL

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

2013 Ford F-150 XL

Crystal City, MO

Unscored
$13,500170,000 mi

Comparison: 5 similar vehicles

Crystal City, MO

2015 Ford Transit Base

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

2015 Ford Transit Base

Crystal City, MO

UnscoredInsufficient · 3
$13,995150,000 mi

Comparison: 3 similar vehicles

Crystal City, MO

2020 Ford Edge SEL

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

2020 Ford Edge SEL

Crystal City, MO

Fair PriceModerate · 39
$13,99994,350 mi

Market: $10,200 – $19,650

Comparison: 39 similar vehicles

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

Crystal City, MO

2018 Hyundai Santa Fe SE

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

2018 Hyundai Santa Fe SE

Crystal City, MO

Fair PriceLimited · 10
$13,99987,050 mi

Market: $8,999 – $18,970

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Crystal City, MO

2014 Chevrolet Silverado 1500 Work Truck 1WT

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

2014 Chevrolet Silverado 1500 Work Truck 1WT

Crystal City, MO

Fair PriceLimited · 18
$13,999106,560 mi

Market: $4,986 – $14,098

Comparison: 18 similar vehicles

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

Crystal City, MO

2023 Chevrolet Malibu 1FL

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

2023 Chevrolet Malibu 1FL

Crystal City, MO

Unscored
$14,99994,100 mi

Comparison: 7 similar vehicles

Crystal City, MO

2022 Chevrolet Malibu 1LT

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

2022 Chevrolet Malibu 1LT

Crystal City, MO

Fair PriceLimited · 16
$14,99982,050 mi

Market: $12,998 – $16,295

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 121 days listed (based on current market benchmarks)

Crystal City, MO

2020 Jeep Grand Cherokee Laredo E

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

2020 Jeep Grand Cherokee Laredo E

Crystal City, MO

UnscoredInsufficient · 4
$14,999129,150 mi

Comparison: 4 similar vehicles

Crystal City, MO

2019 Chevrolet Traverse 2FL

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

2019 Chevrolet Traverse 2FL

Crystal City, MO

UnscoredInsufficient · 0
$14,999105,230 mi

Crystal City, MO

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Crystal City, MO

Fair PriceModerate · 36
$14,99969,300 mi

Market: $6,995 – $19,995

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 100 days listed (based on current market benchmarks)

Crystal City, MO

2014 Chevrolet Silverado 3500 Chassis Cab Work Truck

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

2014 Chevrolet Silverado 3500 Chassis Cab Work Truck

Crystal City, MO

UnscoredInsufficient · 3
$15,800123,000 mi

Comparison: 3 similar vehicles

Crystal City, MO

2022 Ford Escape SE

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

2022 Ford Escape SE

Crystal City, MO

Fair PriceModerate · 40
$15,99996,575 mi

Market: $11,000 – $20,563

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 114 days listed (based on current market benchmarks)

Crystal City, MO

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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