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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 · October 31, 2026

6.1M+

Unique vehicles analyzed

as of October 31, 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

63 listings found

2009 Volvo XC90 3.2

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

2009 Volvo XC90 3.2

Linton, IN

UnscoredInsufficient · 0
$2,097315,641 mi

Linton, IN

2014 Honda Odyssey EX-L

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

2014 Honda Odyssey EX-L

Linton, IN

Unscored
$5,797202,203 mi

Comparison: 91 similar vehicles

Linton, IN

2016 Chrysler Town & Country Touring

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

2016 Chrysler Town & Country Touring

Linton, IN

Fair PriceRobust · 107
$6,995120,000 mi

Market: $3,495 – $14,244

Comparison: 107 similar vehicles

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

Linton, IN

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

Linton, IN

Unscored
$6,995123,000 mi

Comparison: 51 similar vehicles

Linton, IN

2016 Jeep Compass High Altitude

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

2016 Jeep Compass High Altitude

Linton, IN

Unscored
$7,995122,000 mi

Comparison: 25 similar vehicles

Linton, IN

2012 FIAT 500 Pop

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

2012 FIAT 500 Pop

Linton, IN

Fair PriceModerate · 31
$8,09284,531 mi

Market: $3,000 – $10,995

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 211 days listed (based on current market benchmarks)

Linton, IN

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Linton, IN

Unscored
$9,092141,511 mi

Comparison: 190 similar vehicles

Linton, IN

2011 Nissan Altima S

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

2011 Nissan Altima S

Linton, IN

Fair PriceModerate · 22
$9,092119,339 mi

Market: $1,997 – $9,999

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Linton, IN

2011 Hyundai Sonata Limited

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

2011 Hyundai Sonata Limited

Linton, IN

Unscored
$9,092103,204 mi

Comparison: 8 similar vehicles

Linton, IN

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Linton, IN

OverpricedLimited · 12
$9,092146,063 mi

Market: $2,250 – $7,995

Comparison: 12 similar vehicles

Priced ~14% above the typical market range for similar vehicles (based on current market benchmarks)

Linton, IN

2015 FIAT 500c Pop

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

2015 FIAT 500c Pop

Linton, IN

UnscoredInsufficient · 0
$10,09245,126 mi

Linton, IN

2014 Buick Enclave Leather

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

2014 Buick Enclave Leather

Linton, IN

Unscored
$10,092127,067 mi

Comparison: 57 similar vehicles

Linton, IN

2010 Subaru Forester X Premium

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

2010 Subaru Forester X Premium

Linton, IN

OverpricedLimited · 10
$10,092111,217 mi

Market: $3,999 – $7,475

Comparison: 10 similar vehicles

Priced ~35% above the typical market range for similar vehicles (based on current market benchmarks)

Linton, IN

2008 Volvo V70 3.2

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

2008 Volvo V70 3.2

Linton, IN

UnscoredInsufficient · 0
$10,09283,071 mi

Linton, IN

2012 Toyota Prius Two

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

2012 Toyota Prius Two

Linton, IN

Unscored
$10,997156,477 mi

Comparison: 6 similar vehicles

Linton, IN

2010 Ford Expedition Limited

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

2010 Ford Expedition Limited

Linton, IN

Unscored
$10,997134,082 mi

Comparison: 6 similar vehicles

Linton, IN

2007 Toyota Highlander Base

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

2007 Toyota Highlander Base

Linton, IN

OverpricedLimited · 10
$11,092121,227 mi

Market: $4,711 – $9,500

Comparison: 10 similar vehicles

Priced ~17% above the typical market range for similar vehicles (based on current market benchmarks)

Linton, IN

2016 Kia Soul Base

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

2016 Kia Soul Base

Linton, IN

Fair PriceRobust · 85
$11,40098,000 mi

Market: $3,800 – $14,995

Comparison: 85 similar vehicles

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

Linton, IN

2013 Volkswagen Beetle 2.0

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

2013 Volkswagen Beetle 2.0

Linton, IN

Unscored
$11,997134,642 mi

Comparison: 11 similar vehicles

Linton, IN

2017 Jeep Compass 75th Anniversary Edition

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

2017 Jeep Compass 75th Anniversary Edition

Linton, IN

UnscoredInsufficient · 0
$12,09296,522 mi

Linton, IN

2014 Toyota Prius c Two

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

2014 Toyota Prius c Two

Linton, IN

OverpricedModerate · 26
$12,092112,273 mi

Market: $6,948 – $10,771

Comparison: 26 similar vehicles

Priced ~12% above the typical market range for similar vehicles (based on current market benchmarks)

Linton, IN

2009 Lexus RX 350

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

2009 Lexus RX 350

Linton, IN

Fair PriceLimited · 12
$12,092115,291 mi

Market: $7,800 – $16,995

Comparison: 12 similar vehicles

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

Linton, IN

2010 Volvo XC90 3.2

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

2010 Volvo XC90 3.2

Linton, IN

UnscoredInsufficient · 3
$13,092123,771 mi

Comparison: 3 similar vehicles

Linton, IN

2020 Volkswagen Passat S

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

2020 Volkswagen Passat S

Linton, IN

UnscoredInsufficient · 0
$14,092100,846 mi

Linton, IN

2016 Nissan Rogue SL

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

2016 Nissan Rogue SL

Linton, IN

Fair PriceRobust · 81
$14,09292,840 mi

Market: $3,650 – $16,995

Comparison: 81 similar vehicles

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

Linton, IN

2015 Volkswagen Golf TDI S

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

2015 Volkswagen Golf TDI S

Linton, IN

UnscoredInsufficient · 0
$14,092103,734 mi

Linton, IN

2020 Kia Soul EX

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

2020 Kia Soul EX

Linton, IN

Unscored
$14,59272,838 mi

Comparison: 6 similar vehicles

Linton, IN

2021 Kia Forte LXS

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

2021 Kia Forte LXS

Linton, IN

Fair PriceRobust · 54
$15,09265,384 mi

Market: $7,995 – $17,395

Comparison: 54 similar vehicles

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

Linton, IN

2010 Toyota Tundra Grade

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

2010 Toyota Tundra Grade

Linton, IN

Unscored
$15,092188,444 mi

Comparison: 15 similar vehicles

Linton, IN

2021 Jeep Renegade Limited

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

2021 Jeep Renegade Limited

Linton, IN

Fair PriceLimited · 19
$16,092100,879 mi

Market: $13,175 – $17,152

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Linton, IN

2017 Nissan Murano Platinum

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

2017 Nissan Murano Platinum

Linton, IN

Fair PriceModerate · 30
$16,092106,104 mi

Market: $7,999 – $17,990

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Linton, IN

2019 Subaru Crosstrek Limited

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

2019 Subaru Crosstrek Limited

Linton, IN

Fair PriceRobust · 69
$17,092108,454 mi

Market: $11,750 – $21,363

Comparison: 69 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Linton, IN

2013 Ford F-150 King Ranch

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

2013 Ford F-150 King Ranch

Linton, IN

Unscored
$17,092151,488 mi

Comparison: 6 similar vehicles

Linton, IN

2006 Chrysler 300 C SRT8

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

2006 Chrysler 300 C SRT8

Linton, IN

UnscoredInsufficient · 0
$17,09290,327 mi

Linton, IN

2015 Ford F-350 Super Duty Chassis Cab XL

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

2015 Ford F-350 Super Duty Chassis Cab XL

Linton, IN

Unscored
$17,692174,938 mi

Comparison: 28 similar vehicles

Linton, IN

2019 Buick Enclave Essence

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

2019 Buick Enclave Essence

Linton, IN

Fair PriceRobust · 92
$18,09289,384 mi

Market: $8,995 – $20,990

Comparison: 92 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Linton, IN

2019 Ford Mustang EcoBoost

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

2019 Ford Mustang EcoBoost

Linton, IN

Fair PriceModerate · 22
$19,09280,141 mi

Market: $15,498 – $19,397

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 118 days listed (based on current market benchmarks)

Linton, IN

2019 Honda Civic Hatchback EX

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

2019 Honda Civic Hatchback EX

Linton, IN

Fair PriceRobust · 57
$19,092107,139 mi

Market: $14,900 – $23,990

Comparison: 57 similar vehicles

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

Linton, IN

2018 Volvo S90 Momentum

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

2018 Volvo S90 Momentum

Linton, IN

Fair PriceModerate · 27
$19,09273,815 mi

Market: $10,495 – $19,172

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Linton, IN

2017 Jeep Wrangler Unlimited Chief

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

2017 Jeep Wrangler Unlimited Chief

Linton, IN

UnscoredInsufficient · 4
$19,092139,156 mi

Comparison: 4 similar vehicles

Linton, IN

2013 Audi A8 Base

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

2013 Audi A8 Base

Linton, IN

UnscoredInsufficient · 0
$19,09267,042 mi

Linton, IN

2005 Jeep Wrangler Unlimited

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

2005 Jeep Wrangler Unlimited

Linton, IN

UnscoredInsufficient · 4
$19,092110,320 mi

Comparison: 4 similar vehicles

Linton, IN

2002 Chevrolet Corvette Base

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

2002 Chevrolet Corvette Base

Linton, IN

Fair PriceLimited · 17
$19,09269,070 mi

Market: $16,230 – $23,500

Comparison: 17 similar vehicles

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

Linton, IN

2021 Nissan Rogue SV

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

2021 Nissan Rogue SV

Linton, IN

Fair PriceRobust · 281
$20,09290,549 mi

Market: $9,995 – $22,418

Comparison: 281 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 171 days listed (based on current market benchmarks)

Linton, IN

2018 Jeep Wrangler JK Unlimited Freedom Edition

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

2018 Jeep Wrangler JK Unlimited Freedom Edition

Linton, IN

UnscoredInsufficient · 4
$20,092119,198 mi

Comparison: 4 similar vehicles

Linton, IN

2016 Lexus NX 200t

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

2016 Lexus NX 200t

Linton, IN

Fair PriceModerate · 33
$20,09284,628 mi

Market: $15,065 – $21,045

Comparison: 33 similar vehicles

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

Linton, IN

2013 RAM 1500 Pickup Laramie

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

2013 RAM 1500 Pickup Laramie

Linton, IN

OverpricedModerate · 20
$20,092143,071 mi

Market: $11,500 – $18,879

Comparison: 20 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Linton, IN

2020 Jeep Grand Cherokee Limited

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

2020 Jeep Grand Cherokee Limited

Linton, IN

Fair PriceRobust · 172
$21,09297,146 mi

Market: $12,495 – $22,240

Comparison: 172 similar vehicles

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

Linton, IN

2020 Chrysler Pacifica Limited

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

2020 Chrysler Pacifica Limited

Linton, IN

Fair PriceRobust · 129
$21,09289,035 mi

Market: $8,995 – $24,275

Comparison: 129 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Linton, IN

2018 Maserati Levante GranLusso

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

2018 Maserati Levante GranLusso

Linton, IN

UnscoredInsufficient · 0
$21,09258,294 mi

Linton, IN

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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