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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 8, 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

144 listings found

2007 Hyundai Accent GS

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

2007 Hyundai Accent GS

Moraine, OH

UnscoredInsufficient · 0
$3,432161,631 mi

Moraine, OH

2013 GMC Terrain SLE-2

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

2013 GMC Terrain SLE-2

Moraine, OH

UnscoredInsufficient · 3
$4,432176,010 mi

Comparison: 3 similar vehicles

Moraine, OH

2011 Ford Focus SEL

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

2011 Ford Focus SEL

Moraine, OH

UnscoredInsufficient · 0
$4,432221,601 mi

Moraine, OH

2016 Nissan Versa Sedan SV

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

2016 Nissan Versa Sedan SV

Moraine, OH

UnscoredInsufficient · 4
$4,999113,025 mi

Comparison: 4 similar vehicles

Moraine, OH

2014 Chevrolet Sonic LS

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

2014 Chevrolet Sonic LS

Moraine, OH

Unscored
$5,432122,972 mi

Comparison: 7 similar vehicles

Moraine, OH

2014 Chevrolet Cruze LS

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

2014 Chevrolet Cruze LS

Moraine, OH

Unscored
$5,432122,082 mi

Comparison: 14 similar vehicles

Moraine, OH

2013 Chevrolet Equinox LS

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

2013 Chevrolet Equinox LS

Moraine, OH

UnscoredInsufficient · 4
$5,432145,441 mi

Comparison: 4 similar vehicles

Moraine, OH

2011 Jeep Liberty Sport

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

2011 Jeep Liberty Sport

Moraine, OH

Fair PriceModerate · 42
$5,432117,330 mi

Market: $1,992 – $9,997

Comparison: 42 similar vehicles

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

Moraine, OH

2013 Subaru Outback Limited

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

2013 Subaru Outback Limited

Moraine, OH

Unscored
$5,499142,120 mi

Comparison: 34 similar vehicles

Moraine, OH

2013 Nissan Murano SL

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

2013 Nissan Murano SL

Moraine, OH

Fair PriceModerate · 29
$5,76190,575 mi

Market: $3,899 – $9,239

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Moraine, OH

2015 Ford Escape SE

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

2015 Ford Escape SE

Moraine, OH

Unscored
$5,799128,230 mi

Comparison: 7 similar vehicles

Moraine, OH

2017 Chevrolet Trax LS

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

2017 Chevrolet Trax LS

Moraine, OH

UnscoredInsufficient · 3
$5,999115,270 mi

Comparison: 3 similar vehicles

Moraine, OH

2012 Ford Edge Limited

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

2012 Ford Edge Limited

Moraine, OH

Unscored
$5,999132,725 mi

Comparison: 10 similar vehicles

Moraine, OH

1985 Mercedes-Benz 380

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

1985 Mercedes-Benz 380

Moraine, OH

UnscoredInsufficient · 0
$6,000104,000 mi

Moraine, OH

2014 Chevrolet Equinox LS

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

2014 Chevrolet Equinox LS

Moraine, OH

UnscoredInsufficient · 3
$6,232114,043 mi

Comparison: 3 similar vehicles

Moraine, OH

2017 Kia Forte LX

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

2017 Kia Forte LX

Moraine, OH

UnscoredInsufficient · 4
$6,432119,700 mi

Comparison: 4 similar vehicles

Moraine, OH

2017 Chevrolet City Express 1LS

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

2017 Chevrolet City Express 1LS

Moraine, OH

UnscoredInsufficient · 0
$6,432142,551 mi

Moraine, OH

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Moraine, OH

Unscored
$6,432139,868 mi

Comparison: 6 similar vehicles

Moraine, 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

Moraine, OH

Unscored
$6,432105,988 mi

Comparison: 8 similar vehicles

Moraine, OH

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Moraine, OH

Unscored
$6,432135,414 mi

Comparison: 14 similar vehicles

Moraine, OH

2016 Dodge Journey R/T

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

2016 Dodge Journey R/T

Moraine, OH

Fair PriceModerate · 40
$6,432106,551 mi

Market: $4,995 – $13,900

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 213 days listed (based on current market benchmarks)

Moraine, OH

2015 Jeep Patriot Latitude

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

2015 Jeep Patriot Latitude

Moraine, OH

Unscored
$6,432136,474 mi

Comparison: 9 similar vehicles

Moraine, OH

2014 Chevrolet Equinox LS

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

2014 Chevrolet Equinox LS

Moraine, OH

UnscoredInsufficient · 3
$6,432119,073 mi

Comparison: 3 similar vehicles

Moraine, OH

2014 BMW 3 Series 320i

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

2014 BMW 3 Series 320i

Moraine, OH

Unscored
$6,432150,943 mi

Comparison: 15 similar vehicles

Moraine, OH

2013 BMW X5 xDrive35i

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

2013 BMW X5 xDrive35i

Moraine, OH

Unscored
$6,432139,199 mi

Comparison: 16 similar vehicles

Moraine, OH

2012 Nissan Pathfinder SV

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

2012 Nissan Pathfinder SV

Moraine, OH

UnscoredInsufficient · 0
$6,432125,874 mi

Moraine, OH

2016 Kia Soul +

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

2016 Kia Soul +

Moraine, OH

Unscored
$6,499132,250 mi

Comparison: 6 similar vehicles

Moraine, OH

2011 Kia Sportage EX

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

2011 Kia Sportage EX

Moraine, OH

UnscoredInsufficient · 0
$6,499109,665 mi

Moraine, OH

2015 Volvo XC60 T5

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

2015 Volvo XC60 T5

Moraine, OH

UnscoredInsufficient · 0
$6,500152,950 mi

Moraine, OH

2014 BMW X1 28i

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

2014 BMW X1 28i

Moraine, OH

Fair PriceModerate · 25
$6,799108,100 mi

Market: $3,900 – $12,990

Comparison: 25 similar vehicles

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

Moraine, OH

2012 Honda Civic HYBRID

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

2012 Honda Civic HYBRID

Moraine, OH

Unscored
$6,999146,450 mi

Comparison: 6 similar vehicles

Moraine, OH

2019 Kia Sorento LX

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

2019 Kia Sorento LX

Moraine, OH

Unscored
$7,432135,636 mi

Comparison: 20 similar vehicles

Moraine, OH

2018 Ford Escape SE

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

2018 Ford Escape SE

Moraine, OH

Fair PriceLimited · 15
$7,432117,944 mi

Market: $5,988 – $12,594

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 210 days listed (based on current market benchmarks)

Moraine, OH

2017 Chevrolet Traverse 1LT

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

2017 Chevrolet Traverse 1LT

Moraine, OH

Fair PriceLimited · 15
$7,432111,742 mi

Market: $6,500 – $10,999

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Moraine, OH

2017 Hyundai Santa Fe Sport

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

2017 Hyundai Santa Fe Sport

Moraine, OH

Unscored
$7,432113,812 mi

Comparison: 7 similar vehicles

Moraine, OH

2017 Hyundai Elantra Limited

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

2017 Hyundai Elantra Limited

Moraine, OH

UnscoredInsufficient · 4
$7,432106,063 mi

Comparison: 4 similar vehicles

Moraine, OH

2017 Jeep Renegade Trailhawk

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

2017 Jeep Renegade Trailhawk

Moraine, OH

Great DealModerate · 30
$7,432101,975 mi

Market: $7,995 – $16,180

Comparison: 30 similar vehicles

Competitively priced ~7% below the typical range compared to similar vehicles · 209 days listed (based on current market benchmarks)

Moraine, OH

2016 Volkswagen e-Golf SE

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

2016 Volkswagen e-Golf SE

Moraine, OH

UnscoredInsufficient · 0
$7,43276,250 mi

Moraine, OH

2015 Chrysler 200 S

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

2015 Chrysler 200 S

Moraine, OH

UnscoredInsufficient · 4
$7,432117,822 mi

Comparison: 4 similar vehicles

Moraine, OH

2015 Kia Optima LX

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

2015 Kia Optima LX

Moraine, OH

Fair PriceLimited · 11
$7,43289,314 mi

Market: $5,995 – $8,500

Comparison: 11 similar vehicles

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

Moraine, OH

2015 Nissan Rogue Select S

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

2015 Nissan Rogue Select S

Moraine, OH

UnscoredInsufficient · 3
$7,43289,018 mi

Comparison: 3 similar vehicles

Moraine, OH

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Moraine, OH

Unscored
$7,432142,131 mi

Comparison: 12 similar vehicles

Moraine, OH

2013 Chevrolet Sonic LT

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

2013 Chevrolet Sonic LT

Moraine, OH

Unscored
$7,43283,482 mi

Comparison: 6 similar vehicles

Moraine, OH

2013 Hyundai Veloster Base

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

2013 Hyundai Veloster Base

Moraine, OH

UnscoredInsufficient · 3
$7,432105,091 mi

Comparison: 3 similar vehicles

Moraine, OH

2013 BMW 1 Series 128i

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

2013 BMW 1 Series 128i

Moraine, OH

Unscored
$7,43288,994 mi

Comparison: 5 similar vehicles

Moraine, OH

2012 Mitsubishi Eclipse Spyder SE

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

2012 Mitsubishi Eclipse Spyder SE

Moraine, OH

UnscoredInsufficient · 0
$7,432131,165 mi

Moraine, OH

2012 Nissan Armada SL

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

2012 Nissan Armada SL

Moraine, OH

UnscoredInsufficient · 0
$7,432163,429 mi

Moraine, OH

2011 Ford F-150 Lariat

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

2011 Ford F-150 Lariat

Moraine, OH

Unscored
$7,432144,771 mi

Comparison: 18 similar vehicles

Moraine, OH

2010 Ford F-150 XL

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

2010 Ford F-150 XL

Moraine, OH

Unscored
$7,432139,656 mi

Comparison: 50 similar vehicles

Moraine, OH

2009 BMW 3 Series 328xi

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

2009 BMW 3 Series 328xi

Moraine, OH

Unscored
$7,43299,424 mi

Comparison: 6 similar vehicles

Moraine, 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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