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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

52 listings found

2011 Chrysler Town & Country Touring

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

2011 Chrysler Town & Country Touring

Irvine, KY

Unscored
$6,099127,948 mi

Comparison: 16 similar vehicles

Irvine, KY

2006 Ford Mustang Standard

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

2006 Ford Mustang Standard

Irvine, KY

UnscoredInsufficient · 0
$6,64993,047 mi

Irvine, KY

2017 Chevrolet Traverse Premier

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

2017 Chevrolet Traverse Premier

Irvine, KY

Unscored
$6,900207,471 mi

Comparison: 9 similar vehicles

Irvine, KY

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Irvine, KY

Unscored
$7,099172,422 mi

Comparison: 15 similar vehicles

Irvine, KY

2014 Chrysler 200 Touring

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

2014 Chrysler 200 Touring

Irvine, KY

Fair PriceModerate · 22
$7,09986,735 mi

Market: $3,899 – $10,393

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Irvine, KY

2011 Ford Fiesta SE

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

2011 Ford Fiesta SE

Irvine, KY

Unscored
$7,900117,026 mi

Comparison: 7 similar vehicles

Irvine, KY

2011 Ford Fiesta SES

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

2011 Ford Fiesta SES

Irvine, KY

Unscored
$7,900115,653 mi

Comparison: 5 similar vehicles

Irvine, KY

2017 Ford Fiesta SE

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

2017 Ford Fiesta SE

Irvine, KY

Unscored
$8,900129,852 mi

Comparison: 40 similar vehicles

Irvine, KY

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Irvine, KY

Unscored
$8,900146,442 mi

Comparison: 12 similar vehicles

Irvine, KY

2017 Hyundai Accent Value Edition

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

2017 Hyundai Accent Value Edition

Irvine, KY

Unscored
$8,900145,376 mi

Comparison: 5 similar vehicles

Irvine, KY

2015 Dodge Grand Caravan SXT

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

2015 Dodge Grand Caravan SXT

Irvine, KY

Unscored
$8,900152,184 mi

Comparison: 24 similar vehicles

Irvine, KY

2015 Kia Forte LX

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

2015 Kia Forte LX

Irvine, KY

UnscoredInsufficient · 3
$8,900126,939 mi

Comparison: 3 similar vehicles

Irvine, KY

2014 Hyundai Elantra GT Base

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

2014 Hyundai Elantra GT Base

Irvine, KY

Unscored
$8,900146,156 mi

Comparison: 6 similar vehicles

Irvine, KY

2012 Jeep Patriot Latitude

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

2012 Jeep Patriot Latitude

Irvine, KY

Unscored
$8,900134,564 mi

Comparison: 8 similar vehicles

Irvine, KY

2017 Buick LaCrosse Preferred

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

2017 Buick LaCrosse Preferred

Irvine, KY

UnscoredInsufficient · 0
$9,900150,574 mi

Irvine, KY

2017 Nissan Sentra SV

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

2017 Nissan Sentra SV

Irvine, KY

Unscored
$9,900120,892 mi

Comparison: 6 similar vehicles

Irvine, KY

2017 Kia Optima LX

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

2017 Kia Optima LX

Irvine, KY

Unscored
$9,900154,249 mi

Comparison: 37 similar vehicles

Irvine, KY

2014 Ford Escape SE

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

2014 Ford Escape SE

Irvine, KY

UnscoredInsufficient · 4
$9,900117,085 mi

Comparison: 4 similar vehicles

Irvine, KY

2014 Buick Enclave Leather

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

2014 Buick Enclave Leather

Irvine, KY

Unscored
$9,900144,631 mi

Comparison: 56 similar vehicles

Irvine, KY

2013 Dodge Grand Caravan SE

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

2013 Dodge Grand Caravan SE

Irvine, KY

Unscored
$9,900131,143 mi

Comparison: 22 similar vehicles

Irvine, KY

2013 Buick Enclave Premium

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

2013 Buick Enclave Premium

Irvine, KY

Unscored
$9,900127,893 mi

Comparison: 22 similar vehicles

Irvine, KY

2013 Kia Sorento LX

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

2013 Kia Sorento LX

Irvine, KY

Fair PriceModerate · 25
$9,900115,505 mi

Market: $5,500 – $11,245

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Irvine, KY

2012 Chevrolet Traverse 1LT

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

2012 Chevrolet Traverse 1LT

Irvine, KY

OverpricedModerate · 31
$9,900130,112 mi

Market: $3,000 – $9,600

Comparison: 31 similar vehicles

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

Irvine, KY

2007 Ford F-150 Lariat

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

2007 Ford F-150 Lariat

Irvine, KY

UnscoredInsufficient · 0
$9,900101,157 mi

Irvine, KY

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

Irvine, KY

Fair PriceModerate · 45
$10,09987,467 mi

Market: $3,995 – $13,995

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Irvine, KY

2019 Dodge Journey GT

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

2019 Dodge Journey GT

Irvine, KY

Fair PriceModerate · 36
$10,900119,427 mi

Market: $7,990 – $14,946

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 77 days listed (based on current market benchmarks)

Irvine, KY

2017 Nissan Pathfinder Platinum

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

2017 Nissan Pathfinder Platinum

Irvine, KY

Unscored
$10,900166,424 mi

Comparison: 23 similar vehicles

Irvine, KY

2016 Dodge Grand Caravan SXT

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

2016 Dodge Grand Caravan SXT

Irvine, KY

Unscored
$10,900131,060 mi

Comparison: 27 similar vehicles

Irvine, KY

2017 Hyundai Sonata SE

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

2017 Hyundai Sonata SE

Irvine, KY

UnscoredInsufficient · 3
$11,900111,888 mi

Comparison: 3 similar vehicles

Irvine, KY

2017 Kia Sportage EX

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

2017 Kia Sportage EX

Irvine, KY

Fair PriceRobust · 89
$11,900117,403 mi

Market: $5,000 – $12,998

Comparison: 89 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 224 days listed (based on current market benchmarks)

Irvine, KY

2016 Ford Escape SE

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

2016 Ford Escape SE

Irvine, KY

Fair PriceLimited · 10
$11,900116,739 mi

Market: $6,199 – $12,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 233 days listed (based on current market benchmarks)

Irvine, KY

2015 Ford Explorer Sport

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

2015 Ford Explorer Sport

Irvine, KY

Unscored
$11,900144,518 mi

Comparison: 17 similar vehicles

Irvine, KY

2015 Kia Optima EX

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

2015 Kia Optima EX

Irvine, KY

Fair PriceModerate · 31
$11,90070,507 mi

Market: $4,900 – $12,900

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 497 days listed (based on current market benchmarks)

Irvine, KY

2011 Hyundai Sonata SE

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

2011 Hyundai Sonata SE

Irvine, KY

OverpricedLimited · 10
$11,900129,842 mi

Market: $2,495 – $7,995

Comparison: 10 similar vehicles

Priced ~49% above the typical market range for similar vehicles (based on current market benchmarks)

Irvine, KY

2017 GMC Acadia SLT-1

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

2017 GMC Acadia SLT-1

Irvine, KY

Unscored
$12,900155,229 mi

Comparison: 42 similar vehicles

Irvine, KY

2018 Ford Explorer XLT

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

2018 Ford Explorer XLT

Irvine, KY

Unscored
$13,900129,121 mi

Comparison: 28 similar vehicles

Irvine, KY

2018 Nissan Altima SL

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

2018 Nissan Altima SL

Irvine, KY

Unscored
$13,900134,277 mi

Comparison: 12 similar vehicles

Irvine, KY

2017 Ford Escape SE

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

2017 Ford Escape SE

Irvine, KY

Unscored
$13,900139,343 mi

Comparison: 20 similar vehicles

Irvine, KY

2018 Hyundai Santa Fe Sport

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

2018 Hyundai Santa Fe Sport

Irvine, KY

Unscored
$14,900143,207 mi

Comparison: 13 similar vehicles

Irvine, KY

2021 Jeep Renegade Limited

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

2021 Jeep Renegade Limited

Irvine, KY

Fair PriceLimited · 11
$15,90078,447 mi

Market: $13,549 – $17,152

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 186 days listed (based on current market benchmarks)

Irvine, KY

2020 Chevrolet Malibu 1LT

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

2020 Chevrolet Malibu 1LT

Irvine, KY

Unscored
$15,90075,478 mi

Comparison: 6 similar vehicles

Irvine, KY

2020 Ford Fusion SEL

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

2020 Ford Fusion SEL

Irvine, KY

Fair PriceModerate · 26
$15,900103,839 mi

Market: $7,495 – $16,578

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 789 days listed (based on current market benchmarks)

Irvine, KY

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Irvine, KY

Fair PriceLimited · 16
$15,90075,746 mi

Market: $8,950 – $17,519

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Irvine, KY

2020 Chevrolet Traverse LS

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

2020 Chevrolet Traverse LS

Irvine, KY

Unscored
$16,900158,310 mi

Comparison: 7 similar vehicles

Irvine, KY

2017 Honda Civic EX-L

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

2017 Honda Civic EX-L

Irvine, KY

OverpricedModerate · 32
$18,900114,110 mi

Market: $11,000 – $18,290

Comparison: 32 similar vehicles

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

Irvine, KY

2015 Chevrolet Silverado 3500HD Work Truck

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

2015 Chevrolet Silverado 3500HD Work Truck

Irvine, KY

Unscored
$19,000159,056 mi

Comparison: 7 similar vehicles

Irvine, KY

2020 Nissan Rogue S

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

2020 Nissan Rogue S

Irvine, KY

OverpricedRobust · 55
$19,90080,574 mi

Market: $5,999 – $17,939

Comparison: 55 similar vehicles

Priced ~11% above the typical market range for similar vehicles (based on current market benchmarks)

Irvine, KY

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

Irvine, KY

OverpricedRobust · 125
$19,90080,041 mi

Market: $6,495 – $14,790

Comparison: 125 similar vehicles

Priced ~35% above the typical market range for similar vehicles (based on current market benchmarks)

Irvine, KY

2015 RAM 1500 Pickup Laramie

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

2015 RAM 1500 Pickup Laramie

Irvine, KY

UnscoredInsufficient · 3
$21,900150,141 mi

Comparison: 3 similar vehicles

Irvine, KY

2016 Chevrolet Silverado 3500 Chassis Cab Work Truck

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

2016 Chevrolet Silverado 3500 Chassis Cab Work Truck

Irvine, KY

UnscoredInsufficient · 3
$28,00098,443 mi

Comparison: 3 similar vehicles

Irvine, KY

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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