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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 21, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

3,819 listings found

1999 Jeep Grand Cherokee LAREDO

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

1999 Jeep Grand Cherokee LAREDO

New Church, VA

UnscoredInsufficient · 4
$4,495263,824 mi

Comparison: 4 similar vehicles

New Church, VA

2008 Kia Sorento LX

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

2008 Kia Sorento LX

Eden, MD

UnscoredInsufficient · 0
$6,500109,549 mi

Eden, MD

2016 Subaru Crosstrek Limited

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

2016 Subaru Crosstrek Limited

Salisbury, MD

UnscoredModerate · 42
$7,995178,669 mi

Comparison: 42 similar vehicles

Salisbury, MD

2016 Kia Sportage LX

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

2016 Kia Sportage LX

Salisbury, MD

UnscoredModerate · 44
$7,995124,318 mi

Comparison: 44 similar vehicles

Salisbury, MD

2013 Kia Sportage LX

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

2013 Kia Sportage LX

Salisbury, MD

UnscoredModerate · 21
$7,995123,469 mi

Comparison: 21 similar vehicles

Salisbury, MD

2017 Nissan Rogue SL

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

2017 Nissan Rogue SL

Salisbury, MD

UnscoredRobust · 174
$7,998124,255 mi

Comparison: 174 similar vehicles

Salisbury, MD

2019 Ford Escape SE

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

2019 Ford Escape SE

Pocomoke City, MD

UnscoredRobust · 183
$8,298140,344 mi

Comparison: 183 similar vehicles

Pocomoke City, MD

2015 Subaru Forester i

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

2015 Subaru Forester i

Salisbury, MD

UnscoredRobust · 111
$8,498146,495 mi

Comparison: 111 similar vehicles

Salisbury, MD

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

Salisbury, MD

UnscoredLimited · 11
$8,995130,007 mi

Comparison: 11 similar vehicles

Salisbury, MD

2017 Kia Sportage SX

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

2017 Kia Sportage SX

Pocomoke City, MD

UnscoredLimited · 18
$9,580133,700 mi

Comparison: 18 similar vehicles

Pocomoke City, MD

2011 Subaru Forester X Limited

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

2011 Subaru Forester X Limited

Pocomoke City, MD

UnscoredLimited · 5
$9,798127,471 mi

Comparison: 5 similar vehicles

Pocomoke City, MD

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Westover, MD

UnscoredLimited · 11
$9,900120,154 mi

Comparison: 11 similar vehicles

Westover, MD

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Salisbury, MD

UnscoredLimited · 6
$9,97992,741 mi

Comparison: 6 similar vehicles

Salisbury, MD

2017 Chevrolet Equinox LS

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

2017 Chevrolet Equinox LS

Salisbury, MD

Fair PriceModerate · 30
$9,99582,440 mi

Market: $2,995 – $15,485

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Salisbury, MD

2012 GMC Acadia Denali

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

2012 GMC Acadia Denali

Salisbury, MD

UnscoredLimited · 8
$10,000137,000 mi

Comparison: 8 similar vehicles

Salisbury, MD

2017 Jeep Renegade Latitude

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

2017 Jeep Renegade Latitude

Salisbury, MD

UnscoredRobust · 79
$10,497124,630 mi

Comparison: 79 similar vehicles

Salisbury, MD

2008 Toyota Highlander Sport

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

2008 Toyota Highlander Sport

Salisbury, MD

Fair PriceLimited · 16
$10,500117,604 mi

Market: $2,300 – $10,995

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 98 days listed (based on current market benchmarks)

Salisbury, MD

2006 Lincoln Navigator Luxury

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

2006 Lincoln Navigator Luxury

Eden, MD

UnscoredInsufficient · 0
$10,50088,385 mi

Eden, MD

2019 Ford Escape S

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

2019 Ford Escape S

Cape Charles, VA

UnscoredLimited · 7
$10,78091,098 mi

Comparison: 7 similar vehicles

Cape Charles, VA

2013 GMC Terrain SLT-2

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

2013 GMC Terrain SLT-2

Salisbury, MD

UnscoredInsufficient · 3
$10,83994,568 mi

Comparison: 3 similar vehicles

Salisbury, MD

2017 Jeep Compass Latitude

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

2017 Jeep Compass Latitude

Salisbury, MD

Fair PriceLimited · 12
$10,879119,767 mi

Market: $6,999 – $11,995

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Salisbury, MD

2012 Ford Expedition Limited

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

2012 Ford Expedition Limited

Eden, MD

UnscoredLimited · 10
$10,900128,290 mi

Comparison: 10 similar vehicles

Eden, MD

2014 Buick Encore Convenience

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

2014 Buick Encore Convenience

Salisbury, MD

Fair PriceLimited · 12
$10,979119,761 mi

Market: $1,995 – $11,990

Comparison: 12 similar vehicles

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

Salisbury, MD

No Photo

2016 Jeep Cherokee Latitude

Fruitland, MD

UnscoredRobust · 80
$10,995147,298 mi

Comparison: 80 similar vehicles

Fruitland, MD

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Salisbury, MD

UnscoredInsufficient · 3
$10,995105,147 mi

Comparison: 3 similar vehicles

Salisbury, MD

2017 Kia Sorento SX

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

2017 Kia Sorento SX

Westover, MD

UnscoredLimited · 10
$11,488125,928 mi

Comparison: 10 similar vehicles

Westover, MD

2014 Kia Sorento EX

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

2014 Kia Sorento EX

Salisbury, MD

UnscoredLimited · 6
$11,59999,680 mi

Comparison: 6 similar vehicles

Salisbury, MD

2011 Honda Pilot EX

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

2011 Honda Pilot EX

Salisbury, MD

UnscoredRobust · 51
$11,671130,419 mi

Comparison: 51 similar vehicles

Salisbury, MD

2017 Lincoln MKC Select

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

2017 Lincoln MKC Select

Salisbury, MD

UnscoredModerate · 34
$11,898132,521 mi

Comparison: 34 similar vehicles

Salisbury, MD

2019 Kia Sorento EX

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

2019 Kia Sorento EX

Pocomoke City, MD

UnscoredModerate · 23
$11,900128,599 mi

Comparison: 23 similar vehicles

Pocomoke City, MD

No Photo

2016 Chevrolet Trax LT

Salisbury, MD

OverpricedRobust · 56
$11,91977,003 mi

Market: $4,995 – $11,531

Comparison: 56 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Salisbury, MD

2017 Chevrolet Equinox LS

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

2017 Chevrolet Equinox LS

Salisbury, MD

Fair PriceModerate · 30
$11,979102,466 mi

Market: $2,995 – $15,485

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Salisbury, MD

2022 Chevrolet Trax LT

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

2022 Chevrolet Trax LT

Salisbury, MD

Fair PriceLimited · 17
$11,995115,068 mi

Market: $11,893 – $18,895

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 131 days listed (based on current market benchmarks)

Salisbury, MD

2015 Nissan Rogue SL

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

2015 Nissan Rogue SL

Salisbury, MD

Fair PriceRobust · 92
$11,995106,970 mi

Market: $3,500 – $17,295

Comparison: 92 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Salisbury, MD

2015 Mazda CX-5 Grand Touring

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

2015 Mazda CX-5 Grand Touring

Fruitland, MD

UnscoredRobust · 71
$11,995160,142 mi

Comparison: 71 similar vehicles

Fruitland, MD

2010 Lexus RX 450h

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

2010 Lexus RX 450h

Pocomoke City, MD

UnscoredLimited · 12
$12,298143,420 mi

Comparison: 12 similar vehicles

Pocomoke City, MD

2016 Jeep Renegade Latitude

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

2016 Jeep Renegade Latitude

Salisbury, MD

Fair PriceRobust · 70
$12,50084,655 mi

Market: $2,700 – $16,900

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 167 days listed (based on current market benchmarks)

Salisbury, MD

2018 Jeep Renegade Sport

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

2018 Jeep Renegade Sport

Salisbury, MD

Fair PriceLimited · 16
$12,87991,331 mi

Market: $4,495 – $14,397

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Salisbury, MD

2017 Jeep Renegade Sport

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

2017 Jeep Renegade Sport

Salisbury, MD

Fair PriceModerate · 24
$12,90894,466 mi

Market: $3,500 – $15,995

Comparison: 24 similar vehicles

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

Salisbury, MD

2014 Honda CR-V LX

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

2014 Honda CR-V LX

Salisbury, MD

UnscoredRobust · 159
$12,915148,058 mi

Comparison: 159 similar vehicles

Salisbury, MD

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Salisbury, MD

UnscoredLimited · 19
$12,979121,131 mi

Comparison: 19 similar vehicles

Salisbury, MD

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Salisbury, MD

UnscoredInsufficient · 3
$12,979119,901 mi

Comparison: 3 similar vehicles

Salisbury, MD

2018 Jeep Compass Limited

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

2018 Jeep Compass Limited

Salisbury, MD

UnscoredInsufficient · 3
$12,995121,520 mi

Comparison: 3 similar vehicles

Salisbury, MD

2015 Acura MDX Base

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

2015 Acura MDX Base

Fruitland, MD

UnscoredLimited · 9
$12,995176,772 mi

Comparison: 9 similar vehicles

Fruitland, MD

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

Salisbury, MD

UnscoredLimited · 11
$12,998103,244 mi

Comparison: 11 similar vehicles

Salisbury, MD

2018 GMC Acadia SLE-2

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

2018 GMC Acadia SLE-2

Salisbury, MD

UnscoredLimited · 16
$13,242120,748 mi

Comparison: 16 similar vehicles

Salisbury, MD

2018 Ford Ecosport Titanium

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

2018 Ford Ecosport Titanium

Salisbury, MD

Fair PriceModerate · 32
$13,49862,687 mi

Market: $6,950 – $19,999

Comparison: 32 similar vehicles

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

Salisbury, MD

2012 Lincoln MKX Base

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

2012 Lincoln MKX Base

Salisbury, MD

UnscoredInsufficient · 3
$13,54488,951 mi

Comparison: 3 similar vehicles

Salisbury, MD

2019 Hyundai Tucson SE

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

2019 Hyundai Tucson SE

Salisbury, MD

Fair PriceRobust · 232
$13,77595,557 mi

Market: $5,900 – $18,395

Comparison: 232 similar vehicles

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

Salisbury, MD

2018 Hyundai Tucson SE Plus

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

2018 Hyundai Tucson SE Plus

Salisbury, MD

Fair PriceModerate · 38
$13,879108,852 mi

Market: $12,600 – $18,845

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Salisbury, MD

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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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