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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 22, 2026

6M+

Unique vehicles analyzed

as of October 22, 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

4,694 listings found

2002 Mercury Grand Marquis GS

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

2002 Mercury Grand Marquis GS

Round Rock, TX

UnscoredInsufficient · 0
$3,900168,076 mi

Round Rock, TX

2015 Hyundai Elantra SE

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

2015 Hyundai Elantra SE

Round Rock, TX

UnscoredModerate · 32
$3,977151,000 mi

Comparison: 32 similar vehicles

Round Rock, TX

2016 Ford Fusion Titanium

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

2016 Ford Fusion Titanium

Round Rock, TX

UnscoredModerate · 36
$3,981149,916 mi

Comparison: 36 similar vehicles

Round Rock, TX

2013 Ford Focus SE

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

2013 Ford Focus SE

Round Rock, TX

UnscoredLimited · 7
$4,450159,729 mi

Comparison: 7 similar vehicles

Round Rock, TX

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Round Rock, TX

Salvage title
$4,717274,247 mi

Round Rock, TX

2019 Hyundai Elantra SEL

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

2019 Hyundai Elantra SEL

Round Rock, TX

UnscoredLimited · 9
$4,977190,923 mi

Comparison: 9 similar vehicles

Round Rock, TX

2018 Nissan Altima S

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

2018 Nissan Altima S

Round Rock, TX

UnscoredModerate · 43
$4,977121,333 mi

Comparison: 43 similar vehicles

Round Rock, TX

2017 Ford Fusion Hybrid SE

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

2017 Ford Fusion Hybrid SE

Round Rock, TX

UnscoredLimited · 5
$4,977187,766 mi

Comparison: 5 similar vehicles

Round Rock, TX

2017 Chevrolet Trax LT

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

2017 Chevrolet Trax LT

Round Rock, TX

UnscoredModerate · 24
$4,977143,319 mi

Comparison: 24 similar vehicles

Round Rock, TX

2016 Nissan Altima S

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

2016 Nissan Altima S

Round Rock, TX

UnscoredLimited · 7
$4,977179,269 mi

Comparison: 7 similar vehicles

Round Rock, TX

2012 Mazda CX-9 Grand Touring

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

2012 Mazda CX-9 Grand Touring

Round Rock, TX

UnscoredLimited · 12
$4,977188,717 mi

Comparison: 12 similar vehicles

Round Rock, TX

2011 Ford Explorer Limited

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

2011 Ford Explorer Limited

Round Rock, TX

UnscoredLimited · 11
$4,977179,052 mi

Comparison: 11 similar vehicles

Round Rock, TX

2008 Mercedes-Benz C-Class C300 Sport

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

2008 Mercedes-Benz C-Class C300 Sport

Round Rock, TX

UnscoredInsufficient · 3
$4,990135,654 mi

Comparison: 3 similar vehicles

Round Rock, TX

2014 Kia Soul Base

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

2014 Kia Soul Base

Round Rock, TX

Fair PriceModerate · 34
$5,450105,099 mi

Market: $3,950 – $11,995

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 181 days listed (based on current market benchmarks)

Round Rock, TX

2015 Ford Fusion SE

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

2015 Ford Fusion SE

Round Rock, TX

UnscoredInsufficient · 3
$5,477151,721 mi

Comparison: 3 similar vehicles

Round Rock, TX

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Round Rock, TX

UnscoredModerate · 40
$5,477138,595 mi

Comparison: 40 similar vehicles

Round Rock, TX

2012 Nissan Murano LE

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

2012 Nissan Murano LE

Round Rock, TX

UnscoredLimited · 7
$5,950163,291 mi

Comparison: 7 similar vehicles

Round Rock, TX

2015 Jeep Renegade Limited

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

2015 Jeep Renegade Limited

Round Rock, TX

UnscoredLimited · 5
$5,977100,051 mi

Comparison: 5 similar vehicles

Round Rock, TX

2015 Nissan Rogue SV

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

2015 Nissan Rogue SV

Round Rock, TX

UnscoredInsufficient · 4
$5,990112,931 mi

Comparison: 4 similar vehicles

Round Rock, TX

2012 Honda Accord EX-L

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

2012 Honda Accord EX-L

Round Rock, TX

UnscoredLimited · 19
$5,999162,320 mi

Comparison: 19 similar vehicles

Round Rock, TX

2012 GMC Terrain SLE-1

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

2012 GMC Terrain SLE-1

Round Rock, TX

UnscoredLimited · 5
$6,450132,397 mi

Comparison: 5 similar vehicles

Round Rock, TX

2017 Nissan Rogue S

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

2017 Nissan Rogue S

Round Rock, TX

UnscoredLimited · 9
$6,477121,434 mi

Comparison: 9 similar vehicles

Round Rock, TX

2015 Nissan Rogue SV

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

2015 Nissan Rogue SV

Round Rock, TX

UnscoredInsufficient · 4
$6,815191,465 mi

Comparison: 4 similar vehicles

Round Rock, TX

2009 Nissan Frontier SE

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

2009 Nissan Frontier SE

Round Rock, TX

UnscoredLimited · 19
$6,950171,416 mi

Comparison: 19 similar vehicles

Round Rock, TX

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Round Rock, TX

UnscoredLimited · 17
$6,977139,802 mi

Comparison: 17 similar vehicles

Round Rock, TX

2017 Ford Flex Limited

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

2017 Ford Flex Limited

Round Rock, TX

UnscoredInsufficient · 3
$6,977151,074 mi

Comparison: 3 similar vehicles

Round Rock, TX

2017 Nissan Pathfinder Platinum

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

2017 Nissan Pathfinder Platinum

Round Rock, TX

UnscoredLimited · 17
$6,977153,330 mi

Comparison: 17 similar vehicles

Round Rock, TX

2014 INFINITI QX60 Base

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

2014 INFINITI QX60 Base

Round Rock, TX

UnscoredLimited · 10
$6,977171,529 mi

Comparison: 10 similar vehicles

Round Rock, TX

2010 Nissan Frontier SE

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

2010 Nissan Frontier SE

Round Rock, TX

UnscoredLimited · 7
$6,977141,347 mi

Comparison: 7 similar vehicles

Round Rock, TX

2016 Kia Optima LX

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

2016 Kia Optima LX

Round Rock, TX

UnscoredModerate · 46
$6,990121,641 mi

Comparison: 46 similar vehicles

Round Rock, TX

2009 Subaru Forester

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

2009 Subaru Forester

Round Rock, TX

UnscoredInsufficient · 0
$7,021112,171 mi

Round Rock, TX

2013 Hyundai Elantra Limited

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

2013 Hyundai Elantra Limited

Round Rock, TX

UnscoredLimited · 10
$7,125132,919 mi

Comparison: 10 similar vehicles

Round Rock, TX

2007 Toyota Tundra Limited

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

2007 Toyota Tundra Limited

Round Rock, TX

UnscoredLimited · 5
$7,223310,198 mi

Comparison: 5 similar vehicles

Round Rock, TX

2016 Lincoln MKX Reserve

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

2016 Lincoln MKX Reserve

Round Rock, TX

UnscoredRobust · 76
$7,477155,623 mi

Comparison: 76 similar vehicles

Round Rock, TX

2010 Honda CR-V EX-L

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

2010 Honda CR-V EX-L

Round Rock, TX

UnscoredLimited · 17
$7,654168,906 mi

Comparison: 17 similar vehicles

Round Rock, TX

2013 BMW X5 xDrive35i

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

2013 BMW X5 xDrive35i

Round Rock, TX

Fair PriceLimited · 15
$7,900111,831 mi

Market: $5,900 – $15,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 169 days listed (based on current market benchmarks)

Round Rock, TX

2015 Kia Soul +

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

2015 Kia Soul +

Round Rock, TX

UnscoredInsufficient · 4
$7,95095,460 mi

Comparison: 4 similar vehicles

Round Rock, TX

2014 Volkswagen Passat SE

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

2014 Volkswagen Passat SE

Round Rock, TX

Fair PriceLimited · 16
$7,950108,775 mi

Market: $5,638 – $16,950

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Round Rock, TX

2019 Buick Encore Essence

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

2019 Buick Encore Essence

Round Rock, TX

Fair PriceLimited · 12
$7,977110,199 mi

Market: $7,995 – $17,995

Comparison: 12 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 21 days listed (based on current market benchmarks)

Round Rock, TX

2018 Chevrolet Traverse 1LT

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

2018 Chevrolet Traverse 1LT

Round Rock, TX

UnscoredLimited · 10
$7,977149,297 mi

Comparison: 10 similar vehicles

Round Rock, TX

2013 Honda Pilot EX-L

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

2013 Honda Pilot EX-L

Round Rock, TX

UnscoredModerate · 29
$7,977133,842 mi

Comparison: 29 similar vehicles

Round Rock, TX

2019 Nissan NV200 S

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

2019 Nissan NV200 S

Round Rock, TX

UnscoredLimited · 5
$7,999146,163 mi

Comparison: 5 similar vehicles

Round Rock, TX

2018 Ford Transit Van Base

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

2018 Ford Transit Van Base

Round Rock, TX

UnscoredModerate · 42
$7,999219,214 mi

Comparison: 42 similar vehicles

Round Rock, TX

2017 Ford Focus SE

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

2017 Ford Focus SE

Round Rock, TX

UnscoredLimited · 5
$7,99991,648 mi

Comparison: 5 similar vehicles

Round Rock, TX

1995 Jeep Wrangler / YJ

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

1995 Jeep Wrangler / YJ

Round Rock, TX

UnscoredInsufficient · 0
$7,999159,492 mi

Round Rock, TX

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Round Rock, TX

UnscoredRobust · 109
$8,209149,586 mi

Comparison: 109 similar vehicles

Round Rock, TX

2016 GMC Terrain SLT

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

2016 GMC Terrain SLT

Round Rock, TX

UnscoredLimited · 16
$8,210137,276 mi

Comparison: 16 similar vehicles

Round Rock, TX

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Round Rock, TX

UnscoredInsufficient · 3
$8,219133,381 mi

Comparison: 3 similar vehicles

Round Rock, TX

2014 Kia Optima LX

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

2014 Kia Optima LX

Round Rock, TX

Fair PriceModerate · 25
$8,450106,900 mi

Market: $4,899 – $12,950

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Round Rock, TX

2014 Mazda Mazda2 Sport

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

2014 Mazda Mazda2 Sport

Round Rock, TX

UnscoredInsufficient · 0
$8,583108,667 mi

Round Rock, 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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