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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

248 listings found

2012 Honda Civic LX

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

2012 Honda Civic LX

North Vernon, IN

Unscored
$3,104213,645 mi

Comparison: 88 similar vehicles

North Vernon, IN

1994 Ford Ranger XL

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

1994 Ford Ranger XL

North Vernon, IN

UnscoredInsufficient · 0
$5,104138,570 mi

North Vernon, IN

2011 Toyota Sienna Base

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

2011 Toyota Sienna Base

North Vernon, IN

UnscoredInsufficient · 0
$6,204153,190 mi

North Vernon, IN

2011 Kia Forte EX

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

2011 Kia Forte EX

North Vernon, IN

UnscoredInsufficient · 3
$7,154128,779 mi

Comparison: 3 similar vehicles

North Vernon, IN

2013 Kia Forte LX

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

2013 Kia Forte LX

North Vernon, IN

UnscoredInsufficient · 0
$7,45493,460 mi

North Vernon, IN

2009 Chevrolet Impala LS

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

2009 Chevrolet Impala LS

North Vernon, IN

Unscored
$7,654140,921 mi

Comparison: 11 similar vehicles

North Vernon, IN

2018 Chevrolet Trax LS

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

2018 Chevrolet Trax LS

North Vernon, IN

Fair PriceRobust · 83
$8,154101,977 mi

Market: $4,995 – $16,900

Comparison: 83 similar vehicles

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

North Vernon, IN

2018 Dodge Grand Caravan SE

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

2018 Dodge Grand Caravan SE

North Vernon, IN

Unscored
$8,454139,440 mi

Comparison: 39 similar vehicles

North Vernon, IN

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

North Vernon, IN

OverpricedLimited · 11
$8,654122,211 mi

Market: $5,702 – $7,512

Comparison: 11 similar vehicles

Priced ~15% above the typical market range for similar vehicles (based on current market benchmarks)

North Vernon, IN

2017 Chevrolet Malibu 1FL

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

2017 Chevrolet Malibu 1FL

North Vernon, IN

UnscoredInsufficient · 3
$9,654144,650 mi

Comparison: 3 similar vehicles

North Vernon, IN

2012 Ford F-150 XL

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

2012 Ford F-150 XL

North Vernon, IN

Unscored
$9,995165,416 mi

Comparison: 21 similar vehicles

North Vernon, IN

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

North Vernon, IN

Unscored
$10,154144,111 mi

Comparison: 9 similar vehicles

North Vernon, IN

2018 Hyundai Sonata SEL

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

2018 Hyundai Sonata SEL

North Vernon, IN

Unscored
$10,654115,492 mi

Comparison: 5 similar vehicles

North Vernon, IN

2018 Kia Optima LX

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

2018 Kia Optima LX

North Vernon, IN

Fair PriceRobust · 60
$10,654117,862 mi

Market: $7,495 – $15,800

Comparison: 60 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

North Vernon, IN

2017 Kia Sorento LX

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

2017 Kia Sorento LX

North Vernon, IN

Fair PriceRobust · 122
$10,654113,485 mi

Market: $4,999 – $16,037

Comparison: 122 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 77 days listed (based on current market benchmarks)

North Vernon, IN

2018 Kia Optima LX

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

2018 Kia Optima LX

North Vernon, IN

Fair PriceRobust · 60
$11,154105,902 mi

Market: $7,495 – $15,800

Comparison: 60 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

North Vernon, IN

2016 Hyundai Elantra Value Edition

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

2016 Hyundai Elantra Value Edition

North Vernon, IN

Fair PriceModerate · 30
$11,19982,476 mi

Market: $5,599 – $13,990

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 251 days listed (based on current market benchmarks)

North Vernon, IN

2016 Subaru Impreza Premium

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

2016 Subaru Impreza Premium

North Vernon, IN

Unscored
$11,454117,644 mi

Comparison: 9 similar vehicles

North Vernon, IN

2019 Kia Optima LX

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

2019 Kia Optima LX

North Vernon, IN

Fair PriceRobust · 88
$11,654116,553 mi

Market: $5,999 – $14,359

Comparison: 88 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

North Vernon, IN

2019 Hyundai Elantra Value Edition

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

2019 Hyundai Elantra Value Edition

North Vernon, IN

Fair PriceModerate · 22
$11,654107,674 mi

Market: $8,500 – $14,049

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

North Vernon, IN

2011 Toyota RAV4 Base

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

2011 Toyota RAV4 Base

North Vernon, IN

Fair PriceModerate · 26
$11,654112,013 mi

Market: $6,200 – $15,796

Comparison: 26 similar vehicles

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

North Vernon, IN

2013 GMC Sierra 1500 SLE

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

2013 GMC Sierra 1500 SLE

North Vernon, IN

Fair PriceRobust · 54
$11,704111,098 mi

Market: $4,000 – $26,535

Comparison: 54 similar vehicles

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

North Vernon, IN

2018 Hyundai Sonata SEL

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

2018 Hyundai Sonata SEL

North Vernon, IN

Unscored
$12,154106,921 mi

Comparison: 5 similar vehicles

North Vernon, IN

2016 Hyundai Tucson SE

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

2016 Hyundai Tucson SE

North Vernon, IN

Unscored
$12,154124,243 mi

Comparison: 45 similar vehicles

North Vernon, IN

2013 Subaru Forester X Premium Package

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

2013 Subaru Forester X Premium Package

North Vernon, IN

Unscored
$12,15473,400 mi

Comparison: 9 similar vehicles

North Vernon, IN

2020 Ford Fusion SEL

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

2020 Ford Fusion SEL

North Vernon, IN

Unscored
$12,199132,315 mi

Comparison: 40 similar vehicles

North Vernon, IN

2020 Buick Encore Preferred

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

2020 Buick Encore Preferred

North Vernon, IN

UnscoredInsufficient · 3
$12,65498,638 mi

Comparison: 3 similar vehicles

North Vernon, IN

2019 Kia Soul +

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

2019 Kia Soul +

North Vernon, IN

Fair PriceModerate · 41
$12,654103,860 mi

Market: $6,242 – $17,295

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 205 days listed (based on current market benchmarks)

North Vernon, IN

2014 Ford E-Series Econoline Van Commercial

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

2014 Ford E-Series Econoline Van Commercial

North Vernon, IN

Unscored
$12,654173,191 mi

Comparison: 22 similar vehicles

North Vernon, IN

2020 Hyundai Veloster Base

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

2020 Hyundai Veloster Base

North Vernon, IN

Fair PriceLimited · 13
$13,15467,935 mi

Market: $10,901 – $14,341

Comparison: 13 similar vehicles

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

North Vernon, IN

2017 Chrysler Pacifica Touring-L

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

2017 Chrysler Pacifica Touring-L

North Vernon, IN

Fair PriceLimited · 10
$13,154113,491 mi

Market: $9,997 – $18,999

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

North Vernon, IN

2021 Hyundai Kona SEL

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

2021 Hyundai Kona SEL

North Vernon, IN

Unscored
$13,199121,299 mi

Comparison: 37 similar vehicles

North Vernon, IN

2016 Subaru Crosstrek Limited

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

2016 Subaru Crosstrek Limited

North Vernon, IN

UnscoredInsufficient · 4
$13,199142,890 mi

Comparison: 4 similar vehicles

North Vernon, IN

2016 Jeep Wrangler Unlimited Sahara

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

2016 Jeep Wrangler Unlimited Sahara

North Vernon, IN

UnscoredInsufficient · 4
$13,244162,470 mi

Comparison: 4 similar vehicles

North Vernon, IN

2022 Chevrolet Malibu 1LS

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

2022 Chevrolet Malibu 1LS

North Vernon, IN

Fair PriceRobust · 88
$13,654115,624 mi

Market: $7,490 – $17,451

Comparison: 88 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

North Vernon, IN

2020 Chevrolet Malibu 1FL

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

2020 Chevrolet Malibu 1FL

North Vernon, IN

Fair PriceModerate · 26
$14,199101,927 mi

Market: $9,995 – $19,393

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 127 days listed (based on current market benchmarks)

North Vernon, IN

2020 Hyundai Tucson SEL

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

2020 Hyundai Tucson SEL

North Vernon, IN

Unscored
$14,199121,148 mi

Comparison: 19 similar vehicles

North Vernon, IN

2021 Hyundai Tucson SEL

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

2021 Hyundai Tucson SEL

North Vernon, IN

Fair PriceModerate · 20
$14,654106,776 mi

Market: $13,752 – $16,263

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 279 days listed (based on current market benchmarks)

North Vernon, IN

2020 Kia Sorento LX

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

2020 Kia Sorento LX

North Vernon, IN

Fair PriceRobust · 90
$14,65498,228 mi

Market: $5,980 – $17,672

Comparison: 90 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 205 days listed (based on current market benchmarks)

North Vernon, IN

2017 Chrysler Pacifica Limited

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

2017 Chrysler Pacifica Limited

North Vernon, IN

Fair PriceRobust · 71
$14,654109,279 mi

Market: $7,900 – $17,344

Comparison: 71 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

North Vernon, IN

2016 Chevrolet Silverado 1500 LT

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

2016 Chevrolet Silverado 1500 LT

North Vernon, IN

Unscored
$14,704138,279 mi

Comparison: 13 similar vehicles

North Vernon, IN

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

North Vernon, IN

Unscored
$14,99591,477 mi

Comparison: 9 similar vehicles

North Vernon, IN

2019 Hyundai Santa Fe SE

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

2019 Hyundai Santa Fe SE

North Vernon, IN

Fair PriceRobust · 108
$15,05476,730 mi

Market: $6,599 – $20,395

Comparison: 108 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 366 days listed (based on current market benchmarks)

North Vernon, IN

2016 Chevrolet Colorado LT

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

2016 Chevrolet Colorado LT

North Vernon, IN

Unscored
$15,099140,986 mi

Comparison: 69 similar vehicles

North Vernon, IN

2020 Mazda MAZDA6 Touring

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

2020 Mazda MAZDA6 Touring

North Vernon, IN

Unscored
$15,154117,908 mi

Comparison: 12 similar vehicles

North Vernon, IN

2020 Jeep Cherokee Latitude

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

2020 Jeep Cherokee Latitude

North Vernon, IN

Fair PriceRobust · 74
$15,19978,503 mi

Market: $6,995 – $16,398

Comparison: 74 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 233 days listed (based on current market benchmarks)

North Vernon, IN

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

North Vernon, IN

Fair PriceModerate · 23
$15,654106,648 mi

Market: $8,775 – $18,240

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

North Vernon, IN

2017 Subaru Outback Limited

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

2017 Subaru Outback Limited

North Vernon, IN

Unscored
$15,654123,045 mi

Comparison: 50 similar vehicles

North Vernon, IN

2020 Ford Fusion SEL

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

2020 Ford Fusion SEL

North Vernon, IN

Fair PriceModerate · 40
$15,70484,473 mi

Market: $7,495 – $16,578

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 491 days listed (based on current market benchmarks)

North Vernon, IN

2017 Honda Accord EX-L

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

2017 Honda Accord EX-L

North Vernon, IN

Fair PriceModerate · 24
$16,154115,843 mi

Market: $8,995 – $18,939

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

North Vernon, IN

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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