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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 30, 2026

6M+

Unique vehicles analyzed

as of October 29, 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

6,715 listings found

2013 Ford Escape SEL

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

2013 Ford Escape SEL

Mobile, AL

Unscored
$3,000158,126 mi

Comparison: 12 similar vehicles

Mobile, AL

2009 BMW X5 xDrive30i

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

2009 BMW X5 xDrive30i

Mobile, AL

UnscoredInsufficient · 0
$3,000152,000 mi

Mobile, AL

2018 Kia Soul Base

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

2018 Kia Soul Base

Mobile, AL

Unscored
$3,500168,469 mi

Comparison: 19 similar vehicles

Mobile, AL

2017 Jeep Cherokee Latitude

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

2017 Jeep Cherokee Latitude

Mobile, AL

Unscored
$3,500141,101 mi

Comparison: 33 similar vehicles

Mobile, AL

2011 Nissan Altima S

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

2011 Nissan Altima S

Mobile, AL

UnscoredInsufficient · 3
$3,500190,123 mi

Comparison: 3 similar vehicles

Mobile, AL

No Photo

2010 Acura MDX Base

Mobile, AL

UnscoredInsufficient · 0
$3,500175,944 mi

Mobile, AL

2014 Mazda MAZDA6 i Grand Touring

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

2014 Mazda MAZDA6 i Grand Touring

Mobile, AL

UnscoredInsufficient · 0
$3,999273,633 mi

Mobile, AL

2011 Chevrolet Tahoe LT

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

2011 Chevrolet Tahoe LT

Mobile, AL

Unscored
$3,999365,430 mi

Comparison: 5 similar vehicles

Mobile, AL

2008 Saturn VUE XE

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

2008 Saturn VUE XE

Mobile, AL

UnscoredInsufficient · 0
$3,999145,697 mi

Mobile, AL

2018 Ford Explorer Base

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

2018 Ford Explorer Base

Mobile, AL

UnscoredInsufficient · 4
$4,000208,087 mi

Comparison: 4 similar vehicles

Mobile, AL

2013 BMW 3 Series 328i

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

2013 BMW 3 Series 328i

Mobile, AL

Unscored
$4,00099,218 mi

Comparison: 6 similar vehicles

Mobile, AL

2008 Toyota Sequoia SR5

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

2008 Toyota Sequoia SR5

Mobile, AL

UnscoredInsufficient · 0
$4,000244,102 mi

Mobile, AL

2009 Nissan cube S

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

2009 Nissan cube S

Mobile, AL

UnscoredInsufficient · 0
$4,499161,285 mi

Mobile, AL

2020 Ford Fusion S

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

2020 Ford Fusion S

Mobile, AL

Unscored
$4,500124,802 mi

Comparison: 6 similar vehicles

Mobile, AL

2019 Ford Escape S

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

2019 Ford Escape S

Mobile, AL

Unscored
$4,500108,817 mi

Comparison: 6 similar vehicles

Mobile, AL

2019 Volkswagen Jetta S

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

2019 Volkswagen Jetta S

Mobile, AL

Unscored
$4,500132,310 mi

Comparison: 18 similar vehicles

Mobile, AL

2018 Ford Escape SE

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

2018 Ford Escape SE

Mobile, AL

Unscored
$4,500127,594 mi

Comparison: 13 similar vehicles

Mobile, AL

2017 Chevrolet Impala 1LT

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

2017 Chevrolet Impala 1LT

Mobile, AL

Unscored
$4,500139,886 mi

Comparison: 6 similar vehicles

Mobile, AL

2017 Chrysler Pacifica LX

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

2017 Chrysler Pacifica LX

Mobile, AL

UnscoredInsufficient · 0
$4,500180,409 mi

Mobile, AL

2015 Chrysler 300 S

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

2015 Chrysler 300 S

Mobile, AL

UnscoredInsufficient · 0
$4,500172,271 mi

Mobile, AL

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

Mobile, AL

Unscored
$4,500157,092 mi

Comparison: 6 similar vehicles

Mobile, AL

2015 Toyota RAV4 LE

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

2015 Toyota RAV4 LE

Mobile, AL

Unscored
$4,500206,469 mi

Comparison: 8 similar vehicles

Mobile, AL

2014 Toyota Avalon XLE

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

2014 Toyota Avalon XLE

Mobile, AL

UnscoredInsufficient · 0
$4,500175,011 mi

Mobile, AL

2010 Nissan Altima

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

2010 Nissan Altima

Mobile, AL

UnscoredInsufficient · 0
$4,599157,788 mi

Mobile, AL

2013 Mercedes-Benz M-Class ML350

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

2013 Mercedes-Benz M-Class ML350

Mobile, AL

Unscored
$4,800129,157 mi

Comparison: 14 similar vehicles

Mobile, AL

2012 BMW 3 Series 328i

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

2012 BMW 3 Series 328i

Mobile, AL

UnscoredInsufficient · 0
$4,80079,700 mi

Mobile, AL

2010 Honda Accord Crosstour EX-L V6

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

2010 Honda Accord Crosstour EX-L V6

Mobile, AL

UnscoredInsufficient · 0
$4,995224,390 mi

Mobile, AL

2010 Hyundai Elantra GLS

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

2010 Hyundai Elantra GLS

Mobile, AL

UnscoredInsufficient · 3
$4,995194,738 mi

Comparison: 3 similar vehicles

Mobile, AL

2004 Ford F-150 XL

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

2004 Ford F-150 XL

Mobile, AL

UnscoredInsufficient · 0
$4,995288,000 mi

Mobile, AL

2016 Hyundai Elantra SE

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

2016 Hyundai Elantra SE

Mobile, AL

Unscored
$4,999186,101 mi

Comparison: 12 similar vehicles

Mobile, AL

2013 Buick LaCrosse Touring

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

2013 Buick LaCrosse Touring

Mobile, AL

UnscoredInsufficient · 0
$4,999246,097 mi

Mobile, AL

2013 Ford Edge SE

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

2013 Ford Edge SE

Mobile, AL

UnscoredInsufficient · 4
$4,999207,024 mi

Comparison: 4 similar vehicles

Mobile, AL

2009 Toyota Camry Base

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

2009 Toyota Camry Base

Mobile, AL

UnscoredInsufficient · 3
$4,999201,589 mi

Comparison: 3 similar vehicles

Mobile, AL

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Mobile, AL

UnscoredInsufficient · 3
$5,000105,404 mi

Comparison: 3 similar vehicles

Mobile, AL

2018 FIAT 500X Lounge

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

2018 FIAT 500X Lounge

Mobile, AL

UnscoredInsufficient · 0
$5,000107,396 mi

Mobile, AL

2016 Toyota Camry Special Edition

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

2016 Toyota Camry Special Edition

Mobile, AL

UnscoredInsufficient · 3
$5,000149,904 mi

Comparison: 3 similar vehicles

Mobile, AL

2015 Toyota Camry SE

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

2015 Toyota Camry SE

Mobile, AL

Unscored
$5,000133,232 mi

Comparison: 15 similar vehicles

Mobile, AL

2013 Kia Sorento LX

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

2013 Kia Sorento LX

Mobile, AL

Unscored
$5,299184,587 mi

Comparison: 5 similar vehicles

Mobile, AL

2021 Mitsubishi Outlander Sport ES

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

2021 Mitsubishi Outlander Sport ES

Mobile, AL

Unscored
$5,500162,726 mi

Comparison: 6 similar vehicles

Mobile, AL

2019 Ford Edge SEL

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

2019 Ford Edge SEL

Mobile, AL

Unscored
$5,500142,444 mi

Comparison: 19 similar vehicles

Mobile, AL

2018 Volkswagen Passat SE

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

2018 Volkswagen Passat SE

Mobile, AL

UnscoredInsufficient · 4
$5,500110,955 mi

Comparison: 4 similar vehicles

Mobile, AL

2013 Honda Accord Sport

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

2013 Honda Accord Sport

Mobile, AL

UnscoredInsufficient · 3
$5,500153,733 mi

Comparison: 3 similar vehicles

Mobile, AL

2010 Jeep Wrangler Sport

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

2010 Jeep Wrangler Sport

Mobile, AL

Unscored
$5,500115,485 mi

Comparison: 7 similar vehicles

Mobile, AL

2014 Nissan Pathfinder Platinum

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

2014 Nissan Pathfinder Platinum

Mobile, AL

Unscored
$5,599206,855 mi

Comparison: 11 similar vehicles

Mobile, AL

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Mobile, AL

Unscored
$5,728192,115 mi

Comparison: 11 similar vehicles

Mobile, AL

2016 Volkswagen Jetta S

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

2016 Volkswagen Jetta S

Mobile, AL

Unscored
$5,799157,359 mi

Comparison: 5 similar vehicles

Mobile, AL

2011 Chevrolet Equinox LS

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

2011 Chevrolet Equinox LS

Mobile, AL

Unscored
$5,799136,974 mi

Comparison: 5 similar vehicles

Mobile, AL

2011 Nissan Rogue S

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

2011 Nissan Rogue S

Mobile, AL

UnscoredInsufficient · 0
$5,799116,987 mi

Mobile, AL

2008 Ford Edge Limited

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

2008 Ford Edge Limited

Mobile, AL

UnscoredInsufficient · 0
$5,900182,042 mi

Mobile, AL

2016 Nissan Pathfinder S

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

2016 Nissan Pathfinder S

Mobile, AL

Unscored
$5,967168,344 mi

Comparison: 5 similar vehicles

Mobile, AL

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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