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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 31, 2026

6.1M+

Unique vehicles analyzed

as of October 31, 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

317 listings found

2007 Chevrolet Impala LS

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

2007 Chevrolet Impala LS

Alamosa, CO

UnscoredInsufficient · 0
$3,000111,900 mi

Alamosa, CO

1991 Dodge Dakota

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

1991 Dodge Dakota

Alamosa, CO

UnscoredInsufficient · 0
$6,50071,265 mi

Alamosa, CO

2012 Chrysler 200 Limited

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

2012 Chrysler 200 Limited

Alamosa, CO

UnscoredInsufficient · 0
$6,99595,700 mi

Alamosa, CO

2008 Toyota Camry LE

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

2008 Toyota Camry LE

Alamosa, CO

UnscoredInsufficient · 4
$7,000180,535 mi

Comparison: 4 similar vehicles

Alamosa, CO

2016 Kia Soul Base

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

2016 Kia Soul Base

Alamosa, CO

Unscored
$7,500142,689 mi

Comparison: 12 similar vehicles

Alamosa, CO

2010 Kia Soul Exclaim

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

2010 Kia Soul Exclaim

Alamosa, CO

UnscoredInsufficient · 0
$7,50089,579 mi

Alamosa, CO

2013 Ford Focus SE

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

2013 Ford Focus SE

Alamosa, CO

Fair PriceLimited · 16
$7,995112,914 mi

Market: $2,999 – $8,000

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Alamosa, CO

2006 Honda CR-V LX

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

2006 Honda CR-V LX

Alamosa, CO

UnscoredInsufficient · 0
$8,000179,742 mi

Alamosa, CO

2001 Chevrolet Silverado LS

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

2001 Chevrolet Silverado LS

Alamosa, CO

UnscoredInsufficient · 0
$8,500141,996 mi

Alamosa, CO

2013 Kia Soul +

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

2013 Kia Soul +

Alamosa, CO

Unscored
$8,595101,529 mi

Comparison: 7 similar vehicles

Alamosa, CO

2014 Kia Rio 5-Door LX

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

2014 Kia Rio 5-Door LX

Alamosa, CO

UnscoredInsufficient · 0
$8,99544,768 mi

Alamosa, CO

2008 Chevrolet Silverado 1500 1LT

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

2008 Chevrolet Silverado 1500 1LT

Alamosa, CO

Unscored
$8,995302,628 mi

Comparison: 8 similar vehicles

Alamosa, CO

2016 Kia Soul Base

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

2016 Kia Soul Base

Alamosa, CO

Unscored
$9,000125,373 mi

Comparison: 12 similar vehicles

Alamosa, CO

2006 Jaguar S-Type V6

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

2006 Jaguar S-Type V6

Alamosa, CO

UnscoredInsufficient · 0
$9,00093,191 mi

Alamosa, CO

2017 Volkswagen Tiguan SEL

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

2017 Volkswagen Tiguan SEL

Alamosa, CO

UnscoredInsufficient · 0
$9,500158,226 mi

Alamosa, CO

1998 BMW Z3 ROADSTER

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

1998 BMW Z3 ROADSTER

Alamosa, CO

UnscoredInsufficient · 0
$9,53281,047 mi

Alamosa, CO

2017 Nissan Rogue S

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

2017 Nissan Rogue S

Alamosa, CO

Unscored
$9,995131,245 mi

Comparison: 55 similar vehicles

Alamosa, CO

2016 Honda Civic Touring

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

2016 Honda Civic Touring

Alamosa, CO

UnscoredInsufficient · 0
$9,995178,722 mi

Alamosa, CO

2015 Kia Optima EX

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

2015 Kia Optima EX

Alamosa, CO

UnscoredInsufficient · 0
$9,99585,522 mi

Alamosa, CO

2005 Subaru Legacy GT

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

2005 Subaru Legacy GT

Alamosa, CO

UnscoredInsufficient · 0
$9,995101,290 mi

Alamosa, CO

2016 Toyota Camry LE

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

2016 Toyota Camry LE

Alamosa, CO

Unscored
$10,500190,342 mi

Comparison: 7 similar vehicles

Alamosa, CO

2015 Subaru Impreza Sport Limited

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

2015 Subaru Impreza Sport Limited

Alamosa, CO

Unscored
$10,995121,604 mi

Comparison: 18 similar vehicles

Alamosa, CO

2014 Honda Civic EX

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

2014 Honda Civic EX

Alamosa, CO

Unscored
$10,995151,772 mi

Comparison: 6 similar vehicles

Alamosa, CO

2012 RAM 1500 Pickup Express

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

2012 RAM 1500 Pickup Express

Alamosa, CO

UnscoredInsufficient · 4
$10,995188,795 mi

Comparison: 4 similar vehicles

Alamosa, CO

2014 Mazda CX-5 Grand Touring

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

2014 Mazda CX-5 Grand Touring

Alamosa, CO

UnscoredInsufficient · 0
$11,000184,967 mi

Alamosa, CO

2014 Mazda CX-5 Touring

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

2014 Mazda CX-5 Touring

Alamosa, CO

Unscored
$11,700162,723 mi

Comparison: 16 similar vehicles

Alamosa, CO

2021 Chevrolet Spark LS

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

2021 Chevrolet Spark LS

Alamosa, CO

UnscoredInsufficient · 0
$11,99535,600 mi

Alamosa, CO

2019 Kia Sorento LX

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

2019 Kia Sorento LX

Alamosa, CO

Fair PriceLimited · 13
$11,995111,276 mi

Market: $7,000 – $16,990

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Alamosa, CO

2017 Chrysler Pacifica Touring-L

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

2017 Chrysler Pacifica Touring-L

Alamosa, CO

Unscored
$12,000153,139 mi

Comparison: 10 similar vehicles

Alamosa, CO

2014 Honda Odyssey Touring Elite

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

2014 Honda Odyssey Touring Elite

Alamosa, CO

UnscoredInsufficient · 0
$12,000174,836 mi

Alamosa, CO

2013 Chevrolet Tahoe LT

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

2013 Chevrolet Tahoe LT

Alamosa, CO

Unscored
$12,000171,842 mi

Comparison: 5 similar vehicles

Alamosa, CO

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Alamosa, CO

Unscored
$12,500140,531 mi

Comparison: 23 similar vehicles

Alamosa, CO

2017 Ford Explorer Sport

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

2017 Ford Explorer Sport

Alamosa, CO

Unscored
$12,995134,858 mi

Comparison: 19 similar vehicles

Alamosa, CO

2014 Toyota Corolla L

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

2014 Toyota Corolla L

Alamosa, CO

UnscoredInsufficient · 4
$12,995114,585 mi

Comparison: 4 similar vehicles

Alamosa, CO

2014 GMC Sierra 1500 SLE

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

2014 GMC Sierra 1500 SLE

Alamosa, CO

Unscored
$12,995184,325 mi

Comparison: 10 similar vehicles

Alamosa, CO

2019 Nissan Rogue SV

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

2019 Nissan Rogue SV

Alamosa, CO

Fair PriceModerate · 23
$14,59596,638 mi

Market: $8,800 – $17,950

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Alamosa, CO

2014 Subaru XV Crosstrek Limited

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

2014 Subaru XV Crosstrek Limited

Alamosa, CO

Fair PriceModerate · 27
$14,69594,689 mi

Market: $6,950 – $16,900

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 493 days listed (based on current market benchmarks)

Alamosa, CO

2018 Jeep Grand Cherokee Altitude

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

2018 Jeep Grand Cherokee Altitude

Alamosa, CO

Unscored
$14,995121,554 mi

Comparison: 48 similar vehicles

Alamosa, CO

2018 Hyundai Elantra SEL

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

2018 Hyundai Elantra SEL

Alamosa, CO

Fair PriceLimited · 19
$14,99581,870 mi

Market: $8,089 – $14,998

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1542 days listed (based on current market benchmarks)

Alamosa, CO

2012 Ford F-150 XLT

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

2012 Ford F-150 XLT

Alamosa, CO

Fair PriceModerate · 20
$14,995107,166 mi

Market: $6,500 – $20,293

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 143 days listed (based on current market benchmarks)

Alamosa, CO

2021 Jeep Compass Altitude

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

2021 Jeep Compass Altitude

Alamosa, CO

Unscored
$15,99588,927 mi

Comparison: 8 similar vehicles

Alamosa, CO

2020 Chevrolet Trax LT

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

2020 Chevrolet Trax LT

Alamosa, CO

UnscoredInsufficient · 3
$15,99554,970 mi

Comparison: 3 similar vehicles

Alamosa, CO

2020 Hyundai Venue SEL

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

2020 Hyundai Venue SEL

Alamosa, CO

UnscoredInsufficient · 0
$15,99571,329 mi

Alamosa, CO

2019 Chevrolet Malibu 1LT

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

2019 Chevrolet Malibu 1LT

Alamosa, CO

UnscoredInsufficient · 0
$15,99556,455 mi

Alamosa, CO

2017 Ford Edge Sport

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

2017 Ford Edge Sport

Alamosa, CO

Unscored
$15,99582,247 mi

Comparison: 6 similar vehicles

Alamosa, CO

2022 Chevrolet Trax LS

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

2022 Chevrolet Trax LS

Alamosa, CO

UnscoredInsufficient · 0
$16,50057,985 mi

Alamosa, CO

2021 Toyota Corolla LE

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

2021 Toyota Corolla LE

Alamosa, CO

Fair PriceLimited · 14
$16,50095,191 mi

Market: $7,950 – $16,958

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Alamosa, CO

2018 Cadillac XT5 Luxury

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

2018 Cadillac XT5 Luxury

Alamosa, CO

UnscoredInsufficient · 3
$16,500117,502 mi

Comparison: 3 similar vehicles

Alamosa, CO

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Alamosa, CO

Fair PriceModerate · 32
$16,9958,684 mi

Market: $11,950 – $20,100

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Alamosa, CO

2019 RAM 1500 Classic Tradesman

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

2019 RAM 1500 Classic Tradesman

Alamosa, CO

Unscored
$16,995125,919 mi

Comparison: 27 similar vehicles

Alamosa, CO

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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