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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 20, 2026

6M+

Unique vehicles analyzed

as of October 20, 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

9,771 listings found

2013 Honda Civic LX

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

2013 Honda Civic LX

Schulenburg, TX

UnscoredModerate · 49
$3,780Mileage not verified

Comparison: 49 similar vehicles

Schulenburg, TX

2010 Ford Focus SEL

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

2010 Ford Focus SEL

Bryan, TX

UnscoredInsufficient · 0
$3,900168,863 mi

Bryan, TX

2010 Mazda MAZDA3

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

2010 Mazda MAZDA3

Bryan, TX

UnscoredInsufficient · 0
$4,000103,560 mi

Bryan, TX

2006 GMC Envoy Denali

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

2006 GMC Envoy Denali

Hempstead, TX

UnscoredInsufficient · 0
$4,500190,545 mi

Hempstead, TX

2014 Hyundai Elantra Sport

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

2014 Hyundai Elantra Sport

Hutto, TX

UnscoredLimited · 5
$4,600143,931 mi

Comparison: 5 similar vehicles

Hutto, TX

2015 Jeep Renegade Trailhawk

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

2015 Jeep Renegade Trailhawk

Hutto, TX

UnscoredLimited · 5
$4,800191,000 mi

Comparison: 5 similar vehicles

Hutto, TX

2006 Toyota Camry LE

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

2006 Toyota Camry LE

Bryan, TX

UnscoredLimited · 15
$4,995160,752 mi

Comparison: 15 similar vehicles

Bryan, TX

No Photo

2004 Ford Explorer XLT

Bellville, TX

UnscoredInsufficient · 0
$4,995Mileage not verified

Bellville, TX

2008 Honda Accord EX V6

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

2008 Honda Accord EX V6

Taylor, TX

UnscoredInsufficient · 4
$4,999190,671 mi

Comparison: 4 similar vehicles

Taylor, TX

2008 Acura MDX Technology & Entertainment Package

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

2008 Acura MDX Technology & Entertainment Package

Taylor, TX

UnscoredInsufficient · 3
$4,999177,757 mi

Comparison: 3 similar vehicles

Taylor, TX

2012 Buick Enclave Premium

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

2012 Buick Enclave Premium

Taylor, TX

UnscoredLimited · 10
$5,000145,307 mi

Comparison: 10 similar vehicles

Taylor, TX

2012 Hyundai Santa Fe GLS

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

2012 Hyundai Santa Fe GLS

Taylor, TX

UnscoredInsufficient · 4
$5,000142,037 mi

Comparison: 4 similar vehicles

Taylor, TX

2012 Hyundai Santa Fe Limited

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

2012 Hyundai Santa Fe Limited

Taylor, TX

UnscoredLimited · 9
$5,000148,341 mi

Comparison: 9 similar vehicles

Taylor, TX

2010 Nissan Sentra SR

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

2010 Nissan Sentra SR

Taylor, TX

UnscoredInsufficient · 4
$5,000153,097 mi

Comparison: 4 similar vehicles

Taylor, TX

2007 Toyota Camry CE

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

2007 Toyota Camry CE

Taylor, TX

UnscoredLimited · 14
$5,000189,568 mi

Comparison: 14 similar vehicles

Taylor, TX

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

Taylor, TX

UnscoredLimited · 15
$5,000195,450 mi

Comparison: 15 similar vehicles

Taylor, TX

2017 Ford Focus SE

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

2017 Ford Focus SE

Hutto, TX

UnscoredLimited · 8
$5,200141,759 mi

Comparison: 8 similar vehicles

Hutto, TX

2008 Jeep Commander Sport

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

2008 Jeep Commander Sport

Brenham, TX

UnscoredInsufficient · 0
$5,255233,722 mi

Brenham, TX

2015 Honda Civic EX

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

2015 Honda Civic EX

Bryan, TX

UnscoredModerate · 44
$5,410154,490 mi

Comparison: 44 similar vehicles

Bryan, TX

2012 Chrysler Town & Country Touring-L

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

2012 Chrysler Town & Country Touring-L

Bryan, TX

UnscoredInsufficient · 3
$5,500151,277 mi

Comparison: 3 similar vehicles

Bryan, TX

2013 FIAT 500 Pop

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

2013 FIAT 500 Pop

College Station, TX

UnscoredInsufficient · 3
$5,725104,055 mi

Comparison: 3 similar vehicles

College Station, TX

2009 Chevrolet Impala LS

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

2009 Chevrolet Impala LS

Manor, TX

UnscoredInsufficient · 4
$5,900119,867 mi

Comparison: 4 similar vehicles

Manor, TX

2007 Nissan Frontier LE

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

2007 Nissan Frontier LE

Manor, TX

UnscoredLimited · 7
$5,900181,493 mi

Comparison: 7 similar vehicles

Manor, TX

2017 smart fortwo pure

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

2017 smart fortwo pure

Bryan, TX

UnscoredInsufficient · 0
$5,99553,482 mi

Bryan, TX

No Photo

2010 Lexus ES 350

Bellville, TX

UnscoredLimited · 15
$5,995261,819 mi

Comparison: 15 similar vehicles

Bellville, TX

2009 Volkswagen Tiguan S

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

2009 Volkswagen Tiguan S

Taylor, TX

UnscoredInsufficient · 3
$5,99995,678 mi

Comparison: 3 similar vehicles

Taylor, TX

2016 Buick Encore Base

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

2016 Buick Encore Base

Taylor, TX

Fair PriceModerate · 21
$6,000100,241 mi

Market: $6,299 – $17,214

Comparison: 21 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 20 days listed (based on current market benchmarks)

Taylor, TX

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Taylor, TX

Fair PriceModerate · 27
$6,000109,084 mi

Market: $1,200 – $11,000

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Taylor, TX

2015 Chevrolet Sonic LT

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

2015 Chevrolet Sonic LT

Bryan, TX

UnscoredLimited · 18
$6,220159,525 mi

Comparison: 18 similar vehicles

Bryan, TX

2019 Mitsubishi Outlander Sport ES

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

2019 Mitsubishi Outlander Sport ES

Bryan, TX

UnscoredModerate · 38
$6,500167,200 mi

Comparison: 38 similar vehicles

Bryan, TX

2012 Kia Sorento LX

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

2012 Kia Sorento LX

Bryan, TX

UnscoredLimited · 14
$6,550122,775 mi

Comparison: 14 similar vehicles

Bryan, TX

2014 Mazda MAZDA3 i Sport

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

2014 Mazda MAZDA3 i Sport

Bryan, TX

UnscoredLimited · 13
$6,700146,923 mi

Comparison: 13 similar vehicles

Bryan, TX

2017 Jeep Cherokee Trailhawk

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

2017 Jeep Cherokee Trailhawk

Bryan, TX

UnscoredLimited · 6
$6,900201,475 mi

Comparison: 6 similar vehicles

Bryan, TX

2010 Honda Insight EX

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

2010 Honda Insight EX

Bryan, TX

UnscoredInsufficient · 3
$6,900145,750 mi

Comparison: 3 similar vehicles

Bryan, TX

2009 INFINITI FX 35

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

2009 INFINITI FX 35

College Station, TX

UnscoredInsufficient · 0
$6,900157,895 mi

College Station, TX

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Navasota, TX

UnscoredRobust · 65
$6,905178,285 mi

Comparison: 65 similar vehicles

Navasota, TX

No Photo

2014 Lincoln MKT Base

Bellville, TX

UnscoredInsufficient · 0
$6,995Mileage not verified

Bellville, TX

No Photo

2010 Ford Fusion SE

Bellville, TX

UnscoredLimited · 7
$6,995Mileage not verified

Comparison: 7 similar vehicles

Bellville, TX

2004 Ford F-250 Super Duty XLT

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

2004 Ford F-250 Super Duty XLT

Hempstead, TX

UnscoredInsufficient · 0
$6,995175,758 mi

Hempstead, TX

No Photo

2003 Jeep Grand Cherokee LAREDO

Bellville, TX

UnscoredInsufficient · 0
$6,995111,000 mi

Bellville, TX

No Photo

2003 Chevrolet Suburban LS

Bellville, TX

UnscoredLimited · 16
$6,995198,866 mi

Comparison: 16 similar vehicles

Bellville, TX

2018 Chevrolet Traverse 1LT

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

2018 Chevrolet Traverse 1LT

Taylor, TX

UnscoredLimited · 10
$7,000125,304 mi

Comparison: 10 similar vehicles

Taylor, TX

2016 Nissan Altima SV

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

2016 Nissan Altima SV

Bryan, TX

UnscoredModerate · 26
$7,000151,950 mi

Comparison: 26 similar vehicles

Bryan, TX

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Taylor, TX

Fair PriceModerate · 34
$7,00094,812 mi

Market: $5,400 – $16,999

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 109 days listed (based on current market benchmarks)

Taylor, TX

2013 Nissan Altima Sedan SV

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

2013 Nissan Altima Sedan SV

Taylor, TX

Fair PriceModerate · 21
$7,00084,106 mi

Market: $2,995 – $9,995

Comparison: 21 similar vehicles

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

Taylor, TX

2014 Dodge Avenger SE

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

2014 Dodge Avenger SE

College Station, TX

UnscoredLimited · 15
$7,025155,238 mi

Comparison: 15 similar vehicles

College Station, TX

2011 Lincoln MKX Base

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

2011 Lincoln MKX Base

Navasota, TX

UnscoredLimited · 8
$7,156222,129 mi

Comparison: 8 similar vehicles

Navasota, TX

2016 Ford Focus SE

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

2016 Ford Focus SE

Bastrop, TX

Fair PriceModerate · 36
$7,17597,988 mi

Market: $2,950 – $14,995

Comparison: 36 similar vehicles

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

Bastrop, TX

2012 Toyota Camry SE

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

2012 Toyota Camry SE

College Station, TX

UnscoredRobust · 75
$7,225185,484 mi

Comparison: 75 similar vehicles

College Station, TX

2009 Jeep Patriot Sport

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

2009 Jeep Patriot Sport

Bellville, TX

UnscoredLimited · 7
$7,250104,249 mi

Comparison: 7 similar vehicles

Bellville, 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. 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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