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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

47 listings found

2010 Chrysler Sebring Touring

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

2010 Chrysler Sebring Touring

Crump, TN

UnscoredInsufficient · 0
$2,250131,920 mi

Crump, TN

2012 Mazda MAZDA3 i Touring

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

2012 Mazda MAZDA3 i Touring

Crump, TN

Unscored
$2,950215,081 mi

Comparison: 8 similar vehicles

Crump, TN

2009 Mazda CX-9 Grand Touring AWD

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

2009 Mazda CX-9 Grand Touring AWD

Crump, TN

UnscoredInsufficient · 0
$2,950242,203 mi

Crump, TN

2004 Volvo XC70 2.5T

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

2004 Volvo XC70 2.5T

Crump, TN

UnscoredInsufficient · 0
$3,650159,285 mi

Crump, TN

2014 Nissan Altima SV

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

2014 Nissan Altima SV

Crump, TN

Unscored
$3,950266,247 mi

Comparison: 11 similar vehicles

Crump, TN

2013 Honda Pilot Touring

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

2013 Honda Pilot Touring

Crump, TN

Unscored
$3,950205,237 mi

Comparison: 12 similar vehicles

Crump, TN

2007 Chrysler Sebring Limited

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

2007 Chrysler Sebring Limited

Crump, TN

UnscoredInsufficient · 0
$3,950178,086 mi

Crump, TN

2002 Ford F-150 XLT

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

2002 Ford F-150 XLT

Crump, TN

Unscored
$3,950247,906 mi

Comparison: 6 similar vehicles

Crump, TN

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Crump, TN

Unscored
$4,250241,811 mi

Comparison: 8 similar vehicles

Crump, TN

2010 Audi A4 Premium

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

2010 Audi A4 Premium

Crump, TN

UnscoredInsufficient · 0
$4,550179,311 mi

Crump, TN

2014 Nissan Versa Note S Plus

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

2014 Nissan Versa Note S Plus

Crump, TN

UnscoredInsufficient · 0
$4,650165,953 mi

Crump, TN

2014 Buick Encore Convenience

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

2014 Buick Encore Convenience

Crump, TN

UnscoredInsufficient · 3
$4,950187,600 mi

Comparison: 3 similar vehicles

Crump, TN

2011 Subaru Outback 2.5i

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

2011 Subaru Outback 2.5i

Crump, TN

UnscoredInsufficient · 0
$5,550181,057 mi

Crump, TN

2014 Nissan Pathfinder S

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

2014 Nissan Pathfinder S

Crump, TN

Unscored
$5,950141,005 mi

Comparison: 8 similar vehicles

Crump, TN

2000 Ford F-250 Super Duty XLT

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

2000 Ford F-250 Super Duty XLT

Crump, TN

UnscoredInsufficient · 0
$6,750346,654 mi

Crump, TN

2010 Ford F-150 XLT

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

2010 Ford F-150 XLT

Crump, TN

Unscored
$6,950240,543 mi

Comparison: 38 similar vehicles

Crump, TN

2009 Nissan Frontier SE

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

2009 Nissan Frontier SE

Crump, TN

Unscored
$6,950237,934 mi

Comparison: 5 similar vehicles

Crump, TN

2015 Kia Soul +

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

2015 Kia Soul +

Crump, TN

Fair PriceLimited · 15
$7,650101,800 mi

Market: $5,950 – $11,649

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 191 days listed (based on current market benchmarks)

Crump, TN

2013 Toyota Prius Three

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

2013 Toyota Prius Three

Crump, TN

UnscoredInsufficient · 0
$7,750193,217 mi

Crump, TN

2020 Nissan Altima S

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

2020 Nissan Altima S

Crump, TN

Unscored
$7,950182,314 mi

Comparison: 74 similar vehicles

Crump, TN

2016 Chevrolet Trax LTZ

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

2016 Chevrolet Trax LTZ

Crump, TN

Unscored
$7,950133,437 mi

Comparison: 15 similar vehicles

Crump, TN

2016 Volkswagen Golf GTI S

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

2016 Volkswagen Golf GTI S

Crump, TN

UnscoredInsufficient · 4
$7,950220,572 mi

Comparison: 4 similar vehicles

Crump, TN

2014 Ford Expedition Limited

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

2014 Ford Expedition Limited

Crump, TN

Unscored
$7,950170,228 mi

Comparison: 24 similar vehicles

Crump, TN

2014 Nissan Murano SV

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

2014 Nissan Murano SV

Crump, TN

UnscoredInsufficient · 4
$7,950125,392 mi

Comparison: 4 similar vehicles

Crump, TN

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Crump, TN

Unscored
$8,750120,627 mi

Comparison: 43 similar vehicles

Crump, TN

2017 Buick Enclave Leather

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

2017 Buick Enclave Leather

Crump, TN

Unscored
$8,950156,427 mi

Comparison: 28 similar vehicles

Crump, TN

2015 Lincoln MKC Base

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

2015 Lincoln MKC Base

Crump, TN

Unscored
$8,950130,028 mi

Comparison: 18 similar vehicles

Crump, TN

2019 Nissan Rogue SV

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

2019 Nissan Rogue SV

Crump, TN

Unscored
$9,950131,644 mi

Comparison: 73 similar vehicles

Crump, TN

2018 Ford Fusion Hybrid SE

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

2018 Ford Fusion Hybrid SE

Crump, TN

Unscored
$9,950117,232 mi

Comparison: 6 similar vehicles

Crump, TN

2021 Hyundai Kona SE

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

2021 Hyundai Kona SE

Crump, TN

UnscoredInsufficient · 4
$10,650100,981 mi

Comparison: 4 similar vehicles

Crump, TN

2020 Nissan Pathfinder S

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

2020 Nissan Pathfinder S

Crump, TN

Unscored
$10,950151,832 mi

Comparison: 13 similar vehicles

Crump, TN

2016 BMW X1 28i

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

2016 BMW X1 28i

Crump, TN

Unscored
$10,950107,020 mi

Comparison: 6 similar vehicles

Crump, TN

2012 Jeep Wrangler Sport

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

2012 Jeep Wrangler Sport

Crump, TN

Unscored
$10,950123,001 mi

Comparison: 37 similar vehicles

Crump, TN

2019 Jeep Cherokee Altitude

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

2019 Jeep Cherokee Altitude

Crump, TN

UnscoredInsufficient · 3
$12,650109,939 mi

Comparison: 3 similar vehicles

Crump, TN

2020 Ford Edge Titanium

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

2020 Ford Edge Titanium

Crump, TN

Great DealModerate · 31
$12,950115,875 mi

Market: $14,995 – $25,995

Comparison: 31 similar vehicles

Competitively priced ~14% below the typical range compared to similar vehicles · 3 days listed (based on current market benchmarks)

Crump, TN

2017 Subaru Forester XT Touring

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

2017 Subaru Forester XT Touring

Crump, TN

Unscored
$12,950136,363 mi

Comparison: 5 similar vehicles

Crump, TN

2016 Mercedes-Benz GLE-Class GLE350

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

2016 Mercedes-Benz GLE-Class GLE350

Crump, TN

Fair PriceModerate · 33
$14,250109,117 mi

Market: $9,795 – $18,998

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Crump, TN

2012 GMC Sierra 2500HD SLT

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

2012 GMC Sierra 2500HD SLT

Crump, TN

UnscoredInsufficient · 0
$14,950215,198 mi

Crump, TN

2019 Chevrolet Blazer 1LT

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

2019 Chevrolet Blazer 1LT

Crump, TN

Fair PriceLimited · 13
$15,95098,422 mi

Market: $9,990 – $20,890

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Crump, TN

2018 GMC Yukon XL Denali

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

2018 GMC Yukon XL Denali

Crump, TN

Unscored
$15,950196,290 mi

Comparison: 25 similar vehicles

Crump, TN

2020 Jeep Gladiator Sport S

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

2020 Jeep Gladiator Sport S

Crump, TN

Unscored
$16,950158,867 mi

Comparison: 73 similar vehicles

Crump, TN

2018 Mercedes-Benz E-Class E300

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

2018 Mercedes-Benz E-Class E300

Crump, TN

Fair PriceModerate · 26
$16,95088,479 mi

Market: $15,945 – $19,944

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Crump, TN

2018 Ford Expedition Limited

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

2018 Ford Expedition Limited

Crump, TN

Unscored
$17,950124,684 mi

Comparison: 43 similar vehicles

Crump, TN

2018 Jeep All-New Wrangler Unlimited Sport

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

2018 Jeep All-New Wrangler Unlimited Sport

Crump, TN

Fair PriceModerate · 21
$18,95080,611 mi

Market: $16,999 – $22,508

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Crump, TN

2018 BMW X5 xDrive50i

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

2018 BMW X5 xDrive50i

Crump, TN

UnscoredInsufficient · 0
$18,95088,583 mi

Crump, TN

2020 Ford Explorer Platinum

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

2020 Ford Explorer Platinum

Crump, TN

Unscored
$21,950104,807 mi

Comparison: 5 similar vehicles

Crump, TN

2018 Lincoln Navigator Reserve

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

2018 Lincoln Navigator Reserve

Crump, TN

Fair PriceLimited · 16
$24,950112,110 mi

Market: $18,500 – $29,530

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Crump, TN

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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