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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

7.3M+

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

1,618 listings found

2011 Honda Civic LX

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

2011 Honda Civic LX

Milford, DE

Unscored
$6,500141,583 mi

Comparison: 65 similar vehicles

Milford, DE

2010 Honda Fit Sport

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

2010 Honda Fit Sport

Milford, DE

Unscored
$6,500159,902 mi

Comparison: 21 similar vehicles

Milford, DE

2014 Subaru Outback 2.5i Premium

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

2014 Subaru Outback 2.5i Premium

Milford, DE

Unscored
$6,900165,240 mi

Comparison: 71 similar vehicles

Milford, DE

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Milford, DE

Unscored
$7,500130,955 mi

Comparison: 301 similar vehicles

Milford, DE

2014 Ford Taurus SE

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

2014 Ford Taurus SE

Milford, DE

UnscoredInsufficient · 3
$7,500131,744 mi

Comparison: 3 similar vehicles

Milford, DE

2014 Ford Edge SE

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

2014 Ford Edge SE

Milford, DE

Unscored
$7,900158,892 mi

Comparison: 44 similar vehicles

Milford, DE

2013 Buick Encore Convenience

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

2013 Buick Encore Convenience

Milford, DE

UnscoredInsufficient · 0
$7,900149,665 mi

Milford, DE

2017 Chevrolet Spark LS

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

2017 Chevrolet Spark LS

Milford, DE

UnscoredInsufficient · 3
$7,995104,903 mi

Comparison: 3 similar vehicles

Milford, DE

2016 Ford Edge SE

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

2016 Ford Edge SE

Milford, DE

Unscored
$7,995142,015 mi

Comparison: 15 similar vehicles

Milford, DE

2004 Ford F-150 XLT

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

2004 Ford F-150 XLT

Milford, DE

Unscored
$7,995141,091 mi

Comparison: 21 similar vehicles

Milford, DE

2009 Honda Odyssey EX

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

2009 Honda Odyssey EX

Milford, DE

OverpricedLimited · 11
$8,000124,664 mi

Market: $2,495 – $7,994

Comparison: 11 similar vehicles

Milford, DE

2017 Jeep Patriot Sport

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

2017 Jeep Patriot Sport

Milford, DE

Unscored
$8,500139,847 mi

Comparison: 49 similar vehicles

Milford, DE

2017 Kia Forte5 LX

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

2017 Kia Forte5 LX

Milford, DE

Unscored
$8,500154,858 mi

Comparison: 27 similar vehicles

Milford, DE

2016 Chevrolet Trax LT

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

2016 Chevrolet Trax LT

Milford, DE

Unscored
$8,500139,915 mi

Comparison: 50 similar vehicles

Milford, DE

2016 Kia Forte Koup SX

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

2016 Kia Forte Koup SX

Milford, DE

UnscoredInsufficient · 0
$8,500159,335 mi

Milford, DE

2015 Ford Edge SE

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

2015 Ford Edge SE

Milford, DE

UnscoredInsufficient · 4
$8,794154,789 mi

Comparison: 4 similar vehicles

Milford, DE

2018 Hyundai Elantra SE

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

2018 Hyundai Elantra SE

Milford, DE

Unscored
$9,000135,489 mi

Comparison: 75 similar vehicles

Milford, DE

2014 Mazda MAZDA3 i Touring

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

2014 Mazda MAZDA3 i Touring

Milford, DE

Unscored
$9,000141,650 mi

Comparison: 52 similar vehicles

Milford, DE

2011 Toyota Sienna LE

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

2011 Toyota Sienna LE

Milford, DE

Unscored
$9,000159,717 mi

Comparison: 58 similar vehicles

Milford, DE

2017 Hyundai Sonata Base

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

2017 Hyundai Sonata Base

Milford, DE

Unscored
$9,500148,824 mi

Comparison: 12 similar vehicles

Milford, DE

2016 Kia Soul +

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

2016 Kia Soul +

Milford, DE

Fair PriceRobust · 92
$9,50071,186 mi

Market: $2,800 – $13,494

Comparison: 92 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Milford, DE

2012 Nissan Armada SV

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

2012 Nissan Armada SV

Milford, DE

UnscoredInsufficient · 0
$9,500167,058 mi

Milford, DE

2020 Buick Encore Preferred

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

2020 Buick Encore Preferred

Milford, DE

Unscored
$9,800164,258 mi

Comparison: 36 similar vehicles

Milford, DE

2018 Hyundai Sonata SEL

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

2018 Hyundai Sonata SEL

Milford, DE

Unscored
$9,995133,159 mi

Comparison: 84 similar vehicles

Milford, DE

2016 Chevrolet Express Cutaway Base

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

2016 Chevrolet Express Cutaway Base

Milford, DE

Unscored
$9,995200,596 mi

Comparison: 15 similar vehicles

Milford, DE

2012 Toyota Corolla LE

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

2012 Toyota Corolla LE

Milford, DE

Unscored
$9,995139,205 mi

Comparison: 58 similar vehicles

Milford, DE

2012 Chevrolet Equinox LS

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

2012 Chevrolet Equinox LS

Milford, DE

Fair PriceModerate · 22
$10,79685,064 mi

Market: $2,100 – $14,099

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Milford, DE

2016 Honda Pilot EX-L

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

2016 Honda Pilot EX-L

Milford, DE

Unscored
$10,994215,855 mi

Comparison: 236 similar vehicles

Milford, DE

2012 Ford F-150 XLT

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

2012 Ford F-150 XLT

Milford, DE

Unscored
$10,995169,517 mi

Comparison: 53 similar vehicles

Milford, DE

2014 Jeep Grand Cherokee Laredo

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

2014 Jeep Grand Cherokee Laredo

Milford, DE

Unscored
$11,000139,926 mi

Comparison: 108 similar vehicles

Milford, DE

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Milford, DE

UnscoredInsufficient · 3
$11,000124,560 mi

Comparison: 3 similar vehicles

Milford, DE

2013 Jeep Grand Cherokee Limited

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

2013 Jeep Grand Cherokee Limited

Milford, DE

Fair PriceModerate · 22
$11,00074,247 mi

Market: $2,900 – $18,900

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Milford, DE

2012 Dodge Durango Crew

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

2012 Dodge Durango Crew

Milford, DE

Unscored
$11,000154,419 mi

Comparison: 8 similar vehicles

Milford, DE

2011 Ford Explorer Limited

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

2011 Ford Explorer Limited

Milford, DE

Unscored
$11,000154,619 mi

Comparison: 13 similar vehicles

Milford, DE

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Milford, DE

Fair PriceRobust · 89
$11,408115,302 mi

Market: $3,200 – $16,999

Comparison: 89 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Milford, DE

2016 Acura MDX Base

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

2016 Acura MDX Base

Milford, DE

Unscored
$11,500156,670 mi

Comparison: 31 similar vehicles

Milford, DE

2016 Jeep Renegade Latitude

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

2016 Jeep Renegade Latitude

Milford, DE

Fair PriceRobust · 91
$11,995107,599 mi

Market: $2,700 – $16,900

Comparison: 91 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Milford, DE

2010 Chevrolet Silverado 1500 LS

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

2010 Chevrolet Silverado 1500 LS

Milford, DE

UnscoredInsufficient · 0
$11,995108,191 mi

Milford, DE

2018 Nissan NV Cargo SV

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

2018 Nissan NV Cargo SV

Milford, DE

Unscored
$12,000156,514 mi

Comparison: 16 similar vehicles

Milford, DE

2017 Jeep Renegade Latitude

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

2017 Jeep Renegade Latitude

Milford, DE

Fair PriceRobust · 78
$12,388100,791 mi

Market: $5,751 – $19,995

Comparison: 78 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Milford, DE

2015 Ford Transit Connect XLT

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

2015 Ford Transit Connect XLT

Milford, DE

Fair PriceModerate · 23
$12,500115,618 mi

Market: $6,985 – $14,882

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 112 days listed (based on current market benchmarks)

Milford, DE

2015 Ford Transit Connect XLT

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

2015 Ford Transit Connect XLT

Milford, DE

Unscored
$12,794165,218 mi

Comparison: 23 similar vehicles

Milford, DE

2020 Nissan Murano SV

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

2020 Nissan Murano SV

Milford, DE

Unscored
$12,995141,596 mi

Comparison: 20 similar vehicles

Milford, DE

2015 Honda Pilot EX-L

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

2015 Honda Pilot EX-L

Milford, DE

Unscored
$13,274132,616 mi

Comparison: 75 similar vehicles

Milford, DE

2018 Subaru Impreza Base

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

2018 Subaru Impreza Base

Milford, DE

Fair PriceModerate · 39
$13,29495,394 mi

Market: $7,995 – $14,500

Comparison: 39 similar vehicles

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

Milford, DE

2015 GMC Acadia SLT1

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

2015 GMC Acadia SLT1

Milford, DE

Fair PriceModerate · 29
$13,29992,197 mi

Market: $2,900 – $18,998

Comparison: 29 similar vehicles

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

Milford, DE

2017 GMC Acadia SLT-2

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

2017 GMC Acadia SLT-2

Milford, DE

UnscoredInsufficient · 4
$13,430113,493 mi

Comparison: 4 similar vehicles

Milford, DE

2018 Chevrolet Traverse 1LT

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

2018 Chevrolet Traverse 1LT

Milford, DE

Fair PriceRobust · 65
$13,50076,576 mi

Market: $3,900 – $19,998

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Milford, DE

2018 Ford Explorer XLT

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

2018 Ford Explorer XLT

Milford, DE

Unscored
$13,721135,594 mi

Comparison: 273 similar vehicles

Milford, DE

2022 Toyota Corolla LE

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

2022 Toyota Corolla LE

Milford, DE

Unscored
$13,776129,286 mi

Comparison: 187 similar vehicles

Milford, DE

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 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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