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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 7, 2026

7.1M+

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

104 listings found

2013 Hyundai Elantra GT Base

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

2013 Hyundai Elantra GT Base

Franklin, OH

Unscored
$3,500Mileage not verified

Comparison: 10 similar vehicles

Franklin, OH

2009 Jeep Liberty Sport

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

2009 Jeep Liberty Sport

Franklin, OH

Unscored
$3,500140,300 mi

Comparison: 8 similar vehicles

Franklin, OH

2010 Hyundai Accent GS

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

2010 Hyundai Accent GS

Franklin, OH

UnscoredInsufficient · 0
$3,995192,971 mi

Franklin, OH

1995 Buick Riviera

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

1995 Buick Riviera

Franklin, OH

UnscoredInsufficient · 0
$3,995165,120 mi

Franklin, OH

2003 Ford F-150 XLT

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

2003 Ford F-150 XLT

Franklin, OH

Unscored
$4,295170,850 mi

Comparison: 10 similar vehicles

Franklin, OH

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

Franklin, OH

Unscored
$4,300Mileage not verified

Comparison: 7 similar vehicles

Franklin, OH

2013 Ford Escape S

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

2013 Ford Escape S

Franklin, OH

UnscoredInsufficient · 3
$4,495146,515 mi

Comparison: 3 similar vehicles

Franklin, OH

2016 Hyundai Elantra SE

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

2016 Hyundai Elantra SE

Franklin, OH

Unscored
$4,700Mileage not verified

Comparison: 6 similar vehicles

Franklin, OH

2017 Dodge Journey SE

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

2017 Dodge Journey SE

Franklin, OH

Unscored
$4,995142,131 mi

Comparison: 8 similar vehicles

Franklin, OH

2008 Nissan Frontier SE

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

2008 Nissan Frontier SE

Franklin, OH

UnscoredInsufficient · 4
$4,995210,473 mi

Comparison: 4 similar vehicles

Franklin, OH

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Franklin, OH

Unscored
$5,000140,106 mi

Comparison: 68 similar vehicles

Franklin, OH

2012 Honda Pilot Touring

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

2012 Honda Pilot Touring

Franklin, OH

Unscored
$5,000Mileage not verified

Comparison: 12 similar vehicles

Franklin, OH

2014 Ford Escape SE

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

2014 Ford Escape SE

Franklin, OH

Unscored
$5,250149,272 mi

Comparison: 7 similar vehicles

Franklin, OH

2006 Toyota Highlander Base

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

2006 Toyota Highlander Base

Franklin, OH

UnscoredInsufficient · 0
$5,495246,357 mi

Franklin, OH

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Franklin, OH

Unscored
$5,750142,000 mi

Comparison: 8 similar vehicles

Franklin, OH

2014 Hyundai Sonata SE

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

2014 Hyundai Sonata SE

Franklin, OH

Unscored
$5,900125,113 mi

Comparison: 15 similar vehicles

Franklin, OH

2019 Chevrolet Trax LS

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

2019 Chevrolet Trax LS

Franklin, OH

Unscored
$5,995106,777 mi

Comparison: 9 similar vehicles

Franklin, OH

2015 Dodge Dart SXT

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

2015 Dodge Dart SXT

Franklin, OH

UnscoredInsufficient · 4
$5,995129,187 mi

Comparison: 4 similar vehicles

Franklin, OH

2011 Ford Focus SE

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

2011 Ford Focus SE

Franklin, OH

Unscored
$5,995143,120 mi

Comparison: 10 similar vehicles

Franklin, OH

2011 Chevrolet Traverse LS

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

2011 Chevrolet Traverse LS

Franklin, OH

Unscored
$5,995127,418 mi

Comparison: 21 similar vehicles

Franklin, OH

2008 Lexus IS 250

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

2008 Lexus IS 250

Franklin, OH

Unscored
$5,995224,059 mi

Comparison: 5 similar vehicles

Franklin, OH

1997 Dodge Ram Pickup LT

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

1997 Dodge Ram Pickup LT

Franklin, OH

UnscoredInsufficient · 3
$5,995215,016 mi

Comparison: 3 similar vehicles

Franklin, OH

2009 Acura RDX Base

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

2009 Acura RDX Base

Franklin, OH

UnscoredInsufficient · 0
$6,250145,325 mi

Franklin, OH

2007 Honda CR-V EX-L

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

2007 Honda CR-V EX-L

Franklin, OH

Unscored
$6,495191,656 mi

Comparison: 6 similar vehicles

Franklin, OH

2017 Kia Optima LX

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

2017 Kia Optima LX

Franklin, OH

Great DealLimited · 19
$6,500105,607 mi

Market: $8,348 – $10,985

Comparison: 19 similar vehicles

Competitively priced ~22% below the typical range compared to similar vehicles · 164 days listed (based on current market benchmarks)

Franklin, OH

2013 Honda Accord EX

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

2013 Honda Accord EX

Franklin, OH

Unscored
$6,500Mileage not verified

Comparison: 14 similar vehicles

Franklin, OH

2010 Toyota Camry LE

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

2010 Toyota Camry LE

Franklin, OH

Unscored
$6,500151,571 mi

Comparison: 16 similar vehicles

Franklin, OH

2013 Mercedes-Benz C-Class C300 Sport

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

2013 Mercedes-Benz C-Class C300 Sport

Franklin, OH

Unscored
$6,700141,900 mi

Comparison: 5 similar vehicles

Franklin, OH

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Franklin, OH

Unscored
$6,995147,460 mi

Comparison: 6 similar vehicles

Franklin, OH

1998 Honda Accord EX

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

1998 Honda Accord EX

Franklin, OH

UnscoredInsufficient · 0
$6,99592,464 mi

Franklin, OH

2018 Kia Sorento LX

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

2018 Kia Sorento LX

Franklin, OH

Fair PriceLimited · 11
$7,59998,064 mi

Market: $4,780 – $10,793

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 91 days listed (based on current market benchmarks)

Franklin, OH

2012 Volkswagen Jetta SportWagen TDI

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

2012 Volkswagen Jetta SportWagen TDI

Franklin, OH

Unscored
$7,950177,958 mi

Comparison: 6 similar vehicles

Franklin, OH

2015 GMC Acadia SLT1

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

2015 GMC Acadia SLT1

Franklin, OH

UnscoredInsufficient · 3
$7,995175,922 mi

Comparison: 3 similar vehicles

Franklin, OH

2014 Kia Optima LX

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

2014 Kia Optima LX

Franklin, OH

Unscored
$7,995104,709 mi

Comparison: 7 similar vehicles

Franklin, OH

2006 Dodge Ram 1500 Pickup SLT

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

2006 Dodge Ram 1500 Pickup SLT

Franklin, OH

Unscored
$7,995193,339 mi

Comparison: 11 similar vehicles

Franklin, OH

2017 Nissan Murano Platinum

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

2017 Nissan Murano Platinum

Franklin, OH

UnscoredInsufficient · 3
$7,999135,851 mi

Comparison: 3 similar vehicles

Franklin, OH

2014 Acura MDX Advance and Entertainment Package

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

2014 Acura MDX Advance and Entertainment Package

Franklin, OH

Unscored
$7,999143,172 mi

Comparison: 9 similar vehicles

Franklin, OH

2020 Hyundai Elantra SEL

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

2020 Hyundai Elantra SEL

Franklin, OH

Unscored
$8,000121,377 mi

Comparison: 37 similar vehicles

Franklin, OH

2015 Buick Enclave Leather

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

2015 Buick Enclave Leather

Franklin, OH

UnscoredInsufficient · 4
$8,000104,065 mi

Comparison: 4 similar vehicles

Franklin, OH

2021 Chevrolet Spark LS

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

2021 Chevrolet Spark LS

Franklin, OH

Unscored
$8,50074,312 mi

Comparison: 27 similar vehicles

Franklin, OH

2017 Mitsubishi Outlander Sport LE

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

2017 Mitsubishi Outlander Sport LE

Franklin, OH

UnscoredInsufficient · 3
$8,50099,531 mi

Comparison: 3 similar vehicles

Franklin, OH

2016 Nissan Rogue S

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

2016 Nissan Rogue S

Franklin, OH

Unscored
$8,50098,811 mi

Comparison: 6 similar vehicles

Franklin, OH

2015 Subaru Forester i Premium

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

2015 Subaru Forester i Premium

Franklin, OH

Unscored
$8,500Mileage not verified

Comparison: 51 similar vehicles

Franklin, OH

2013 Honda Civic LX

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

2013 Honda Civic LX

Franklin, OH

Unscored
$8,799169,595 mi

Comparison: 7 similar vehicles

Franklin, OH

2019 Hyundai Elantra SEL

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

2019 Hyundai Elantra SEL

Franklin, OH

Fair PriceModerate · 35
$8,90096,307 mi

Market: $4,900 – $12,664

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Franklin, OH

2018 Honda Civic LX

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

2018 Honda Civic LX

Franklin, OH

Fair PriceLimited · 11
$8,995109,798 mi

Market: $8,499 – $15,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Franklin, OH

2016 Kia Sorento EX

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

2016 Kia Sorento EX

Franklin, OH

UnscoredInsufficient · 3
$8,99594,295 mi

Comparison: 3 similar vehicles

Franklin, OH

2015 Dodge Grand Caravan American Value Package

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

2015 Dodge Grand Caravan American Value Package

Franklin, OH

Fair PriceLimited · 10
$8,995107,850 mi

Market: $3,351 – $12,456

Comparison: 10 similar vehicles

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

Franklin, OH

2001 Toyota 4Runner SR5

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

2001 Toyota 4Runner SR5

Franklin, OH

UnscoredInsufficient · 0
$8,995201,341 mi

Franklin, OH

2013 Hyundai Santa Fe Sport

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

2013 Hyundai Santa Fe Sport

Franklin, OH

UnscoredInsufficient · 0
$8,99953,000 mi

Franklin, OH

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 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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