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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

5,427 listings found

2008 Ford Taurus X SEL

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

2008 Ford Taurus X SEL

Tyler, TX

UnscoredInsufficient · 4
$3,995182,380 mi

Comparison: 4 similar vehicles

Tyler, TX

2008 Chevrolet Tahoe LS

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

2008 Chevrolet Tahoe LS

Tyler, TX

Unscored
$4,500262,450 mi

Comparison: 23 similar vehicles

Tyler, TX

2013 RAM 1500 Pickup Tradesman

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

2013 RAM 1500 Pickup Tradesman

Tyler, TX

Unscored
$4,995206,390 mi

Comparison: 27 similar vehicles

Tyler, TX

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Tyler, TX

Unscored
$5,070275,017 mi

Comparison: 32 similar vehicles

Tyler, TX

2008 Mercury Milan Premier

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

2008 Mercury Milan Premier

Tyler, TX

UnscoredInsufficient · 0
$5,175161,788 mi

Tyler, TX

No Photo

2013 Nissan Sentra SV

Tyler, TX

Unscored
$5,500128,940 mi

Comparison: 36 similar vehicles

Tyler, TX

2009 Mercedes-Benz M-Class ML350

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

2009 Mercedes-Benz M-Class ML350

Tyler, TX

Unscored
$6,175155,651 mi

Comparison: 12 similar vehicles

Tyler, TX

2009 Nissan Frontier SE

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

2009 Nissan Frontier SE

Tyler, TX

Unscored
$6,250213,655 mi

Comparison: 5 similar vehicles

Tyler, TX

2012 Nissan Rogue S

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

2012 Nissan Rogue S

Tyler, TX

Fair PriceLimited · 15
$6,395117,210 mi

Market: $3,799 – $9,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Tyler, TX

2014 GMC Acadia SLT1

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

2014 GMC Acadia SLT1

Tyler, TX

Unscored
$6,478111,537 mi

Comparison: 7 similar vehicles

Tyler, TX

2019 Jeep Cherokee Trailhawk

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

2019 Jeep Cherokee Trailhawk

Tyler, TX

Unscored
$6,995173,241 mi

Comparison: 52 similar vehicles

Tyler, TX

2012 Hyundai Sonata GLS

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

2012 Hyundai Sonata GLS

Tyler, TX

Unscored
$6,995179,305 mi

Comparison: 17 similar vehicles

Tyler, TX

2005 Toyota 4Runner SR5

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

2005 Toyota 4Runner SR5

Tyler, TX

Unscored
$6,995234,000 mi

Comparison: 8 similar vehicles

Tyler, TX

2019 Nissan Sentra SV

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

2019 Nissan Sentra SV

Tyler, TX

UnscoredInsufficient · 3
$7,000127,462 mi

Comparison: 3 similar vehicles

Tyler, TX

2011 Nissan Pathfinder SV

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

2011 Nissan Pathfinder SV

Tyler, TX

UnscoredInsufficient · 0
$7,175149,703 mi

Tyler, TX

2007 Cadillac STS

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

2007 Cadillac STS

Tyler, TX

UnscoredInsufficient · 0
$7,175131,838 mi

Tyler, TX

2019 Ford Fiesta SE

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

2019 Ford Fiesta SE

Tyler, TX

Fair PriceModerate · 30
$7,40099,885 mi

Market: $4,950 – $10,990

Comparison: 30 similar vehicles

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

Tyler, TX

2012 Toyota Camry XLE Hybrid

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

2012 Toyota Camry XLE Hybrid

Tyler, TX

Unscored
$7,450199,643 mi

Comparison: 8 similar vehicles

Tyler, TX

2014 Acura MDX Technology & Entertainment Package

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

2014 Acura MDX Technology & Entertainment Package

Tyler, TX

Unscored
$7,495167,115 mi

Comparison: 17 similar vehicles

Tyler, TX

2014 Hyundai Sonata Limited

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

2014 Hyundai Sonata Limited

Tyler, TX

Unscored
$7,495154,501 mi

Comparison: 10 similar vehicles

Tyler, TX

2006 GMC Sierra 1500 SLT

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

2006 GMC Sierra 1500 SLT

Tyler, TX

UnscoredInsufficient · 3
$7,495185,225 mi

Comparison: 3 similar vehicles

Tyler, TX

2014 Chevrolet Malibu 1LT

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

2014 Chevrolet Malibu 1LT

Tyler, TX

Unscored
$7,500122,233 mi

Comparison: 8 similar vehicles

Tyler, TX

2014 Jeep Grand Cherokee Overland

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

2014 Jeep Grand Cherokee Overland

Tyler, TX

Unscored
$7,900153,450 mi

Comparison: 18 similar vehicles

Tyler, TX

2002 Dodge Ram Van Base

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

2002 Dodge Ram Van Base

Tyler, TX

UnscoredInsufficient · 0
$7,973133,523 mi

Tyler, TX

2014 Volkswagen Tiguan S

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

2014 Volkswagen Tiguan S

Tyler, TX

UnscoredInsufficient · 0
$7,98882,125 mi

Tyler, TX

2015 Hyundai Santa Fe Limited

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

2015 Hyundai Santa Fe Limited

Tyler, TX

Unscored
$7,995181,406 mi

Comparison: 8 similar vehicles

Tyler, TX

2005 Jaguar XJ Series XJ8 L

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

2005 Jaguar XJ Series XJ8 L

Tyler, TX

UnscoredInsufficient · 0
$8,175107,529 mi

Tyler, TX

2011 Honda Accord EX-L V6

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

2011 Honda Accord EX-L V6

Tyler, TX

Unscored
$8,225147,900 mi

Comparison: 17 similar vehicles

Tyler, TX

2014 Kia Soul Base

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

2014 Kia Soul Base

Tyler, TX

Fair PriceModerate · 33
$8,295113,514 mi

Market: $3,975 – $11,995

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Tyler, TX

2015 Ford Escape S

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

2015 Ford Escape S

Tyler, TX

Unscored
$8,995139,907 mi

Comparison: 20 similar vehicles

Tyler, TX

2013 Honda Civic LX

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

2013 Honda Civic LX

Tyler, TX

Unscored
$8,995157,119 mi

Comparison: 61 similar vehicles

Tyler, TX

2013 Honda Crosstour EX-L V6

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

2013 Honda Crosstour EX-L V6

Tyler, TX

UnscoredInsufficient · 4
$8,995134,481 mi

Comparison: 4 similar vehicles

Tyler, TX

2008 Audi S6 Base

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

2008 Audi S6 Base

Tyler, TX

UnscoredInsufficient · 0
$8,995100,500 mi

Tyler, TX

2017 Ford Edge Titanium

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

2017 Ford Edge Titanium

Tyler, TX

Unscored
$8,999126,929 mi

Comparison: 32 similar vehicles

Tyler, TX

2008 Hummer H3 Alpha

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

2008 Hummer H3 Alpha

Tyler, TX

UnscoredInsufficient · 0
$9,000218,000 mi

Tyler, TX

2019 Nissan Armada SL

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

2019 Nissan Armada SL

Tyler, TX

UnscoredInsufficient · 3
$9,125182,994 mi

Comparison: 3 similar vehicles

Tyler, TX

2018 Kia Soul Base

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

2018 Kia Soul Base

Tyler, TX

UnscoredInsufficient · 3
$9,500101,395 mi

Comparison: 3 similar vehicles

Tyler, TX

2018 Ford Explorer XLT

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

2018 Ford Explorer XLT

Tyler, TX

Unscored
$9,670162,138 mi

Comparison: 145 similar vehicles

Tyler, TX

2014 Ford Focus ST

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

2014 Ford Focus ST

Tyler, TX

UnscoredInsufficient · 0
$9,720131,201 mi

Tyler, TX

2016 Chevrolet Traverse 1LT

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

2016 Chevrolet Traverse 1LT

Tyler, TX

Fair PriceModerate · 24
$9,797119,867 mi

Market: $4,950 – $18,995

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Tyler, TX

2014 Dodge Charger SRT8

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

2014 Dodge Charger SRT8

Tyler, TX

UnscoredInsufficient · 0
$9,950191,165 mi

Tyler, TX

1994 Ford F-150

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

1994 Ford F-150

Tyler, TX

UnscoredInsufficient · 0
$9,950146,496 mi

Tyler, TX

2012 Chevrolet Tahoe LT

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

2012 Chevrolet Tahoe LT

Tyler, TX

Unscored
$9,963164,680 mi

Comparison: 35 similar vehicles

Tyler, TX

2019 Volkswagen Jetta S

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

2019 Volkswagen Jetta S

Tyler, TX

Fair PriceRobust · 113
$9,985119,906 mi

Market: $7,499 – $17,995

Comparison: 113 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Tyler, TX

2015 Honda Civic EX

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

2015 Honda Civic EX

Tyler, TX

Fair PriceRobust · 52
$9,995107,610 mi

Market: $4,995 – $20,145

Comparison: 52 similar vehicles

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

Tyler, TX

2014 Nissan Sentra SV

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

2014 Nissan Sentra SV

Tyler, TX

Unscored
$9,995158,848 mi

Comparison: 26 similar vehicles

Tyler, TX

2013 Nissan Murano S

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

2013 Nissan Murano S

Tyler, TX

UnscoredInsufficient · 0
$9,995118,575 mi

Tyler, TX

2008 Jeep Wrangler X

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

2008 Jeep Wrangler X

Tyler, TX

Fair PriceLimited · 16
$9,995116,791 mi

Market: $6,495 – $17,995

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Tyler, TX

2008 Mercury Grand Marquis LS

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

2008 Mercury Grand Marquis LS

Tyler, TX

UnscoredInsufficient · 0
$9,99576,424 mi

Tyler, TX

2018 Dodge Durango SXT Plus

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

2018 Dodge Durango SXT Plus

Tyler, TX

Unscored
$9,999149,582 mi

Comparison: 6 similar vehicles

Tyler, TX

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.
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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