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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

779 listings found

2014 Nissan Altima SV

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

2014 Nissan Altima SV

Boerne, TX

UnscoredLimited · 16
$3,225240,837 mi

Comparison: 16 similar vehicles

Boerne, TX

2013 Toyota Corolla LE

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

2013 Toyota Corolla LE

Boerne, TX

UnscoredInsufficient · 4
$3,225247,474 mi

Comparison: 4 similar vehicles

Boerne, TX

2011 Mitsubishi Galant FE

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

2011 Mitsubishi Galant FE

Boerne, TX

UnscoredLimited · 7
$3,225260,042 mi

Comparison: 7 similar vehicles

Boerne, TX

2000 Jaguar S-Type V8

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

2000 Jaguar S-Type V8

Kerrville, TX

UnscoredInsufficient · 0
$4,950Mileage not verified

Kerrville, TX

2016 Ford Focus SE

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

2016 Ford Focus SE

Boerne, TX

UnscoredLimited · 7
$4,975145,226 mi

Comparison: 7 similar vehicles

Boerne, TX

2010 Mitsubishi Lancer ES

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

2010 Mitsubishi Lancer ES

Kerrville, TX

UnscoredInsufficient · 0
$4,995172,621 mi

Kerrville, TX

2008 BMW 3 Series 328i

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

2008 BMW 3 Series 328i

Boerne, TX

UnscoredLimited · 6
$4,995200,000 mi

Comparison: 6 similar vehicles

Boerne, TX

2009 Nissan Altima S

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

2009 Nissan Altima S

Boerne, TX

UnscoredLimited · 11
$5,225162,598 mi

Comparison: 11 similar vehicles

Boerne, TX

2008 Honda Civic LX

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

2008 Honda Civic LX

Boerne, TX

UnscoredLimited · 6
$5,225162,464 mi

Comparison: 6 similar vehicles

Boerne, TX

2017 Hyundai Accent SE

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

2017 Hyundai Accent SE

Bulverde, TX

UnscoredLimited · 6
$5,500108,386 mi

Comparison: 6 similar vehicles

Bulverde, TX

2004 Lincoln Town Car Signature

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

2004 Lincoln Town Car Signature

Kerrville, TX

UnscoredInsufficient · 0
$5,500200,000 mi

Kerrville, TX

2015 Volkswagen Jetta TDI SEL

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

2015 Volkswagen Jetta TDI SEL

Boerne, TX

UnscoredInsufficient · 0
$5,844254,445 mi

Boerne, TX

2011 BMW 3 Series 328i

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

2011 BMW 3 Series 328i

Kerrville, TX

UnscoredLimited · 19
$5,995135,206 mi

Comparison: 19 similar vehicles

Kerrville, TX

2012 Hyundai Accent GLS

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

2012 Hyundai Accent GLS

Boerne, TX

UnscoredLimited · 8
$6,22584,489 mi

Comparison: 8 similar vehicles

Boerne, TX

2009 Toyota Corolla LE

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

2009 Toyota Corolla LE

Boerne, TX

UnscoredLimited · 10
$6,225176,005 mi

Comparison: 10 similar vehicles

Boerne, TX

2013 Mercedes-Benz E-Class E350 Sport

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

2013 Mercedes-Benz E-Class E350 Sport

Boerne, TX

UnscoredInsufficient · 3
$6,274193,546 mi

Comparison: 3 similar vehicles

Boerne, TX

2015 BMW 3 Series 320i

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

2015 BMW 3 Series 320i

Boerne, TX

UnscoredInsufficient · 4
$6,339137,378 mi

Comparison: 4 similar vehicles

Boerne, TX

2014 Nissan Sentra SR

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

2014 Nissan Sentra SR

Boerne, TX

Fair PriceLimited · 12
$6,339100,538 mi

Market: $4,979 – $11,525

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Boerne, TX

2012 Honda Accord LX-P

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

2012 Honda Accord LX-P

Kerrville, TX

UnscoredInsufficient · 0
$6,500159,444 mi

Kerrville, TX

2006 Lexus IS 350

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

2006 Lexus IS 350

Boerne, TX

UnscoredInsufficient · 0
$6,844173,888 mi

Boerne, TX

2014 Nissan Altima S

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

2014 Nissan Altima S

Kerrville, TX

UnscoredLimited · 11
$6,995128,244 mi

Comparison: 11 similar vehicles

Kerrville, TX

2014 Dodge Charger SE

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

2014 Dodge Charger SE

Kerrville, TX

UnscoredLimited · 13
$6,995194,762 mi

Comparison: 13 similar vehicles

Kerrville, TX

2009 Lexus IS 250

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

2009 Lexus IS 250

Bulverde, TX

Salvage title
$6,995160,557 mi

Bulverde, TX

2013 Mercedes-Benz C-Class C250 Sport

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

2013 Mercedes-Benz C-Class C250 Sport

Marble Falls, TX

Fair PriceModerate · 35
$7,145102,035 mi

Market: $3,888 – $18,900

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 97 days listed (based on current market benchmarks)

Marble Falls, TX

2016 Volkswagen Passat S

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

2016 Volkswagen Passat S

Cottonwood Shores, TX

Fair PriceModerate · 28
$7,786114,348 mi

Market: $6,195 – $11,995

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Cottonwood Shores, TX

2012 Ford Focus SE

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

2012 Ford Focus SE

Kerrville, TX

Fair PriceLimited · 13
$7,995Mileage not verified

Market: $3,999 – $9,800

Comparison: 13 similar vehicles

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

Kerrville, TX

2008 Maserati Quattroporte Base

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

2008 Maserati Quattroporte Base

Boerne, TX

Salvage title
$8,24460,000 mi

Boerne, TX

2015 Toyota Corolla S Plus

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

2015 Toyota Corolla S Plus

San Antonio, TX

UnscoredInsufficient · 4
$9,149163,500 mi

Comparison: 4 similar vehicles

San Antonio, TX

2015 Lexus ES 350

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

2015 Lexus ES 350

Bulverde, TX

UnscoredModerate · 21
$9,500175,467 mi

Comparison: 21 similar vehicles

Bulverde, TX

2015 Toyota Corolla S Plus

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

2015 Toyota Corolla S Plus

San Antonio, TX

UnscoredInsufficient · 4
$9,650165,857 mi

Comparison: 4 similar vehicles

San Antonio, TX

2014 Toyota Corolla LE

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

2014 Toyota Corolla LE

San Antonio, TX

UnscoredLimited · 18
$9,650165,350 mi

Comparison: 18 similar vehicles

San Antonio, TX

2009 Hyundai Azera Limited

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

2009 Hyundai Azera Limited

Kerrville, TX

UnscoredInsufficient · 0
$9,95091,265 mi

Kerrville, TX

2016 Hyundai Accent SE

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

2016 Hyundai Accent SE

Kerrville, TX

UnscoredInsufficient · 0
$10,95044,055 mi

Kerrville, TX

2011 Ford Fusion S

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

2011 Ford Fusion S

Kerrville, TX

UnscoredInsufficient · 0
$10,95046,620 mi

Kerrville, TX

2014 Mercedes-Benz E-Class E350 Sport

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

2014 Mercedes-Benz E-Class E350 Sport

Marble Falls, TX

UnscoredModerate · 41
$11,149122,121 mi

Comparison: 41 similar vehicles

Marble Falls, TX

2020 Volkswagen Passat SE

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

2020 Volkswagen Passat SE

Boerne, TX

UnscoredLimited · 9
$11,525128,726 mi

Comparison: 9 similar vehicles

Boerne, TX

2018 Ford Fusion S

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

2018 Ford Fusion S

Burnet, TX

Fair PriceModerate · 25
$11,839107,218 mi

Market: $7,250 – $12,999

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 313 days listed (based on current market benchmarks)

Burnet, TX

2021 Chevrolet Malibu 1LT

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

2021 Chevrolet Malibu 1LT

Marble Falls, TX

UnscoredLimited · 5
$12,149100,117 mi

Comparison: 5 similar vehicles

Marble Falls, TX

2021 Volkswagen Jetta S

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

2021 Volkswagen Jetta S

Spring Branch, TX

UnscoredInsufficient · 4
$12,99588,697 mi

Comparison: 4 similar vehicles

Spring Branch, TX

2007 Lexus IS 250

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

2007 Lexus IS 250

Boerne, TX

UnscoredInsufficient · 0
$12,99633,110 mi

Boerne, TX

2013 Acura TL Advance Package

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

2013 Acura TL Advance Package

Marble Falls, TX

UnscoredInsufficient · 4
$13,14989,471 mi

Comparison: 4 similar vehicles

Marble Falls, TX

2018 Dodge Charger SXT

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

2018 Dodge Charger SXT

San Antonio, TX

UnscoredLimited · 6
$13,223117,249 mi

Comparison: 6 similar vehicles

San Antonio, TX

2019 Volkswagen Jetta S

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

2019 Volkswagen Jetta S

Boerne, TX

Fair PriceLimited · 17
$13,22567,415 mi

Market: $8,995 – $14,998

Comparison: 17 similar vehicles

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

Boerne, TX

2017 Cadillac ATS Sedan Base

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

2017 Cadillac ATS Sedan Base

San Antonio, TX

UnscoredInsufficient · 4
$13,726107,456 mi

Comparison: 4 similar vehicles

San Antonio, TX

2021 Volkswagen Jetta S

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

2021 Volkswagen Jetta S

San Antonio, TX

UnscoredInsufficient · 3
$13,74191,104 mi

Comparison: 3 similar vehicles

San Antonio, TX

2021 Volkswagen Jetta R-Line

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

2021 Volkswagen Jetta R-Line

San Antonio, TX

UnscoredInsufficient · 0
$13,74194,899 mi

San Antonio, TX

2016 BMW 5 Series 535i

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

2016 BMW 5 Series 535i

Boerne, TX

UnscoredLimited · 7
$13,84488,910 mi

Comparison: 7 similar vehicles

Boerne, TX

2021 Nissan Versa Sedan SR

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

2021 Nissan Versa Sedan SR

Boerne, TX

UnscoredInsufficient · 0
$14,14948,969 mi

Boerne, TX

2018 Toyota Camry LE

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

2018 Toyota Camry LE

San Antonio, TX

UnscoredInsufficient · 4
$14,149133,500 mi

Comparison: 4 similar vehicles

San Antonio, TX

2015 Honda Accord Sport

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

2015 Honda Accord Sport

San Antonio, TX

UnscoredInsufficient · 3
$14,232106,452 mi

Comparison: 3 similar vehicles

San Antonio, 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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