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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

3,325 listings found

2005 Acura TL Base

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

2005 Acura TL Base

Bedford, OH

UnscoredInsufficient · 0
$2,950189,576 mi

Bedford, OH

2007 Nissan Sentra 2.0 S

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

2007 Nissan Sentra 2.0 S

Bedford, OH

UnscoredInsufficient · 0
$3,295177,589 mi

Bedford, OH

2010 Honda Civic LX

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

2010 Honda Civic LX

Bedford, OH

Unscored
$3,299253,282 mi

Comparison: 30 similar vehicles

Bedford, OH

2007 Buick Lucerne CX

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

2007 Buick Lucerne CX

Bedford, OH

Unscored
$4,250108,617 mi

Comparison: 5 similar vehicles

Bedford, OH

2017 Nissan Versa Note SV

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

2017 Nissan Versa Note SV

Bedford, OH

Unscored
$4,897167,581 mi

Comparison: 11 similar vehicles

Bedford, OH

2010 Lincoln Town Car Signature Limited

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

2010 Lincoln Town Car Signature Limited

Bedford, OH

UnscoredInsufficient · 0
$4,90091,099 mi

Bedford, OH

2007 Volvo C70 T5

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

2007 Volvo C70 T5

Bedford, OH

UnscoredInsufficient · 0
$4,950114,653 mi

Bedford, OH

2005 Lexus ES 330

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

2005 Lexus ES 330

Bedford, OH

UnscoredInsufficient · 3
$4,950143,881 mi

Comparison: 3 similar vehicles

Bedford, OH

2007 Honda CR-V EX

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

2007 Honda CR-V EX

Bedford, OH

Unscored
$4,995291,085 mi

Comparison: 5 similar vehicles

Bedford, OH

2009 Pontiac G6 GT

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

2009 Pontiac G6 GT

Bedford, OH

UnscoredInsufficient · 0
$5,250112,254 mi

Bedford, OH

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Bedford, OH

Unscored
$5,395162,590 mi

Comparison: 6 similar vehicles

Bedford, OH

2011 Ford Escape Limited

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

2011 Ford Escape Limited

Bedford, OH

Unscored
$5,395145,090 mi

Comparison: 13 similar vehicles

Bedford, OH

2010 Subaru Legacy I Limited

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

2010 Subaru Legacy I Limited

Bedford, OH

UnscoredInsufficient · 4
$5,495128,708 mi

Comparison: 4 similar vehicles

Bedford, OH

2007 Hyundai Veracruz GLS

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

2007 Hyundai Veracruz GLS

Bedford, OH

UnscoredInsufficient · 0
$5,499171,322 mi

Bedford, OH

2008 Lexus RX 350

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

2008 Lexus RX 350

Bedford, OH

Unscored
$5,650188,028 mi

Comparison: 15 similar vehicles

Bedford, OH

2009 Honda Fit Sport

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

2009 Honda Fit Sport

Bedford, OH

Unscored
$5,750168,001 mi

Comparison: 10 similar vehicles

Bedford, OH

2012 Ford Taurus SEL

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

2012 Ford Taurus SEL

Bedford, OH

Unscored
$5,995161,955 mi

Comparison: 10 similar vehicles

Bedford, OH

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Bedford, OH

OverpricedLimited · 13
$5,995151,655 mi

Market: $3,900 – $5,990

Comparison: 13 similar vehicles

Bedford, OH

2012 Chevrolet Cruze LTZ

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

2012 Chevrolet Cruze LTZ

Bedford, OH

Unscored
$5,995148,380 mi

Comparison: 5 similar vehicles

Bedford, OH

2012 Mazda MAZDA5 Touring

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

2012 Mazda MAZDA5 Touring

Bedford, OH

UnscoredInsufficient · 0
$5,995152,897 mi

Bedford, OH

2010 Honda CR-V EX-L

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

2010 Honda CR-V EX-L

Bedford, OH

Unscored
$5,995231,995 mi

Comparison: 8 similar vehicles

Bedford, OH

2008 Honda Odyssey EX-L

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

2008 Honda Odyssey EX-L

Bedford, OH

Unscored
$5,995189,109 mi

Comparison: 6 similar vehicles

Bedford, OH

2011 Chevrolet Cruze 1LT

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

2011 Chevrolet Cruze 1LT

Bedford, OH

Unscored
$6,44385,081 mi

Comparison: 9 similar vehicles

Bedford, OH

2018 Mitsubishi Mirage ES

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

2018 Mitsubishi Mirage ES

Bedford, OH

UnscoredInsufficient · 0
$6,44490,269 mi

Bedford, OH

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

Bedford, OH

Unscored
$6,495141,495 mi

Comparison: 10 similar vehicles

Bedford, OH

2016 Chevrolet Impala Limited 2FL

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

2016 Chevrolet Impala Limited 2FL

Bedford, OH

Unscored
$6,495142,190 mi

Comparison: 16 similar vehicles

Bedford, OH

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Bedford, OH

Unscored
$6,495170,224 mi

Comparison: 12 similar vehicles

Bedford, OH

2015 Nissan Altima S

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

2015 Nissan Altima S

Bedford, OH

Unscored
$6,495134,950 mi

Comparison: 13 similar vehicles

Bedford, OH

2014 Chrysler 200 Limited

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

2014 Chrysler 200 Limited

Bedford, OH

Unscored
$6,495125,823 mi

Comparison: 17 similar vehicles

Bedford, OH

2014 Volkswagen Jetta S

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

2014 Volkswagen Jetta S

Bedford, OH

UnscoredInsufficient · 3
$6,495116,937 mi

Comparison: 3 similar vehicles

Bedford, OH

2014 Subaru XV Crosstrek Limited

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

2014 Subaru XV Crosstrek Limited

Bedford, OH

Unscored
$6,989181,778 mi

Comparison: 5 similar vehicles

Bedford, OH

2017 Chevrolet Malibu 1LS

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

2017 Chevrolet Malibu 1LS

Bedford, OH

Unscored
$6,995133,203 mi

Comparison: 8 similar vehicles

Bedford, OH

2017 Dodge Grand Caravan SE

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

2017 Dodge Grand Caravan SE

Bedford, OH

Unscored
$6,995198,661 mi

Comparison: 7 similar vehicles

Bedford, OH

2015 Ford Explorer Limited

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

2015 Ford Explorer Limited

Bedford, OH

UnscoredInsufficient · 4
$6,995166,711 mi

Comparison: 4 similar vehicles

Bedford, OH

2012 Honda Odyssey EX-L

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

2012 Honda Odyssey EX-L

Bedford, OH

UnscoredInsufficient · 4
$6,995218,122 mi

Comparison: 4 similar vehicles

Bedford, OH

2011 Ford Mustang V6 Premium

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

2011 Ford Mustang V6 Premium

Bedford, OH

Salvage title
$6,99576,042 mi

Bedford, OH

2010 Subaru Forester X Limited

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

2010 Subaru Forester X Limited

Bedford, OH

Unscored
$6,995123,771 mi

Comparison: 8 similar vehicles

Bedford, OH

2012 Chevrolet Malibu 1LS

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

2012 Chevrolet Malibu 1LS

Bedford, OH

Fair PriceModerate · 21
$7,39561,511 mi

Market: $2,999 – $9,840

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Bedford, OH

2011 Ford Fusion SEL

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

2011 Ford Fusion SEL

Bedford, OH

UnscoredInsufficient · 3
$7,44784,414 mi

Comparison: 3 similar vehicles

Bedford, OH

2009 Chevrolet Malibu 2LT

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

2009 Chevrolet Malibu 2LT

Bedford, OH

Unscored
$7,447104,590 mi

Comparison: 8 similar vehicles

Bedford, OH

2018 Nissan Sentra SV

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

2018 Nissan Sentra SV

Bedford, OH

Unscored
$7,495115,770 mi

Comparison: 7 similar vehicles

Bedford, OH

2015 Cadillac ATS Luxury Collection

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

2015 Cadillac ATS Luxury Collection

Bedford, OH

Fair PriceLimited · 10
$7,495114,296 mi

Market: $6,960 – $13,999

Comparison: 10 similar vehicles

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

Bedford, OH

2013 Honda Accord EX-L V6

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

2013 Honda Accord EX-L V6

Bedford, OH

Unscored
$7,495185,516 mi

Comparison: 7 similar vehicles

Bedford, OH

2016 Buick Enclave Leather

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

2016 Buick Enclave Leather

Bedford, OH

Unscored
$7,648151,490 mi

Comparison: 7 similar vehicles

Bedford, OH

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Bedford, OH

Fair PriceLimited · 11
$7,79594,612 mi

Market: $4,123 – $7,900

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Bedford, OH

2014 Hyundai Tucson GLS

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

2014 Hyundai Tucson GLS

Bedford, OH

UnscoredInsufficient · 3
$7,840104,272 mi

Comparison: 3 similar vehicles

Bedford, OH

2014 Chevrolet Malibu 1LS

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

2014 Chevrolet Malibu 1LS

Bedford, OH

Fair PriceLimited · 17
$7,847117,136 mi

Market: $2,200 – $8,995

Comparison: 17 similar vehicles

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

Bedford, OH

2014 Buick Encore Convenience

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

2014 Buick Encore Convenience

Bedford, OH

UnscoredInsufficient · 3
$7,89588,205 mi

Comparison: 3 similar vehicles

Bedford, OH

2009 Lexus RX 350

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

2009 Lexus RX 350

Bedford, OH

Unscored
$7,950150,164 mi

Comparison: 13 similar vehicles

Bedford, OH

2019 Nissan Sentra SR

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

2019 Nissan Sentra SR

Bedford, OH

UnscoredInsufficient · 3
$7,995135,905 mi

Comparison: 3 similar vehicles

Bedford, OH

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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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