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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 · November 4, 2026

6.8M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

1,937 listings found

2007 Kia Rio LX

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

2007 Kia Rio LX

Prescott, AZ

UnscoredInsufficient · 3
$3,349208,408 mi

Comparison: 3 similar vehicles

Prescott, AZ

2006 Honda Civic EX

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

2006 Honda Civic EX

Prescott, AZ

Unscored
$6,995140,915 mi

Comparison: 11 similar vehicles

Prescott, AZ

2013 Nissan Frontier S

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

2013 Nissan Frontier S

Prescott, AZ

UnscoredInsufficient · 0
$7,200149,392 mi

Prescott, AZ

2010 Ford E-Series Econoline Van Commercial

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

2010 Ford E-Series Econoline Van Commercial

Prescott, AZ

UnscoredInsufficient · 0
$7,299377,239 mi

Prescott, AZ

2017 Hyundai Santa Fe Sport

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

2017 Hyundai Santa Fe Sport

Prescott, AZ

Unscored
$7,494137,107 mi

Comparison: 33 similar vehicles

Prescott, AZ

2011 Ford E-Series Econoline Van Commercial

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

2011 Ford E-Series Econoline Van Commercial

Prescott, AZ

UnscoredInsufficient · 3
$7,699420,810 mi

Comparison: 3 similar vehicles

Prescott, AZ

2011 RAM 1500 Pickup Sport

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

2011 RAM 1500 Pickup Sport

Prescott, AZ

UnscoredInsufficient · 0
$7,949130,843 mi

Prescott, AZ

2014 Ford F-150 XL

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

2014 Ford F-150 XL

Prescott, AZ

Unscored
$7,995251,294 mi

Comparison: 62 similar vehicles

Prescott, AZ

No Photo

2007 Nissan Quest SL

Prescott, AZ

UnscoredInsufficient · 0
$8,04962,111 mi

Prescott, AZ

2017 Ford Escape SE

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

2017 Ford Escape SE

Prescott, AZ

Unscored
$8,249140,070 mi

Comparison: 65 similar vehicles

Prescott, AZ

2017 GMC Terrain SLE-1

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

2017 GMC Terrain SLE-1

Prescott, AZ

Unscored
$8,249176,651 mi

Comparison: 8 similar vehicles

Prescott, AZ

2014 Subaru Outback 2.5i Limited

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

2014 Subaru Outback 2.5i Limited

Prescott, AZ

Unscored
$8,349195,435 mi

Comparison: 5 similar vehicles

Prescott, AZ

2016 Ford Focus SE

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

2016 Ford Focus SE

Prescott, AZ

Fair PriceLimited · 14
$8,45097,015 mi

Market: $3,499 – $10,998

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Prescott, AZ

1998 Toyota Sienna XLE

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

1998 Toyota Sienna XLE

Prescott, AZ

UnscoredInsufficient · 0
$8,479171,981 mi

Prescott, AZ

2016 Chevrolet Sonic LTZ

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

2016 Chevrolet Sonic LTZ

Prescott, AZ

UnscoredInsufficient · 0
$8,549126,958 mi

Prescott, AZ

2017 Chevrolet Malibu 1LS

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

2017 Chevrolet Malibu 1LS

Prescott Valley, AZ

Fair PriceLimited · 10
$8,599114,713 mi

Market: $5,500 – $17,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Prescott Valley, AZ

2016 Hyundai Elantra Value Edition

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

2016 Hyundai Elantra Value Edition

Prescott, AZ

Unscored
$8,599133,274 mi

Comparison: 9 similar vehicles

Prescott, AZ

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Prescott, AZ

Fair PriceModerate · 45
$8,692119,302 mi

Market: $5,500 – $14,795

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Prescott, AZ

2016 Buick Encore Base

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

2016 Buick Encore Base

Prescott, AZ

Unscored
$8,700123,357 mi

Comparison: 12 similar vehicles

Prescott, AZ

2015 Kia Soul Base

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

2015 Kia Soul Base

Prescott, AZ

Unscored
$8,769122,130 mi

Comparison: 33 similar vehicles

Prescott, AZ

2020 Jeep Renegade Altitude

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

2020 Jeep Renegade Altitude

Prescott, AZ

Unscored
$8,944160,907 mi

Comparison: 14 similar vehicles

Prescott, AZ

2016 GMC Terrain SLT

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

2016 GMC Terrain SLT

Prescott, AZ

Unscored
$8,994141,039 mi

Comparison: 11 similar vehicles

Prescott, AZ

2011 Nissan Rogue S

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

2011 Nissan Rogue S

Prescott Valley, AZ

UnscoredInsufficient · 0
$8,994151,843 mi

Prescott Valley, AZ

2010 Cadillac DTS Base

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

2010 Cadillac DTS Base

Prescott, AZ

UnscoredInsufficient · 0
$8,995113,830 mi

Prescott, AZ

2003 Honda Element EX

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

2003 Honda Element EX

Prescott, AZ

UnscoredInsufficient · 0
$8,995153,746 mi

Prescott, AZ

2005 GMC Yukon SLE

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

2005 GMC Yukon SLE

Prescott, AZ

UnscoredInsufficient · 0
$9,160191,143 mi

Prescott, AZ

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Prescott, AZ

Unscored
$9,249158,271 mi

Comparison: 10 similar vehicles

Prescott, AZ

2015 Honda Accord EX-L

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

2015 Honda Accord EX-L

Prescott, AZ

UnscoredInsufficient · 0
$9,439316,792 mi

Prescott, AZ

2014 Buick Encore Base

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

2014 Buick Encore Base

Prescott, AZ

Unscored
$9,450100,782 mi

Comparison: 7 similar vehicles

Prescott, AZ

1997 Jeep Wrangler / TJ

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

1997 Jeep Wrangler / TJ

Prescott, AZ

UnscoredInsufficient · 0
$9,493117,720 mi

Prescott, AZ

2018 Kia Sorento LX

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

2018 Kia Sorento LX

Prescott Valley, AZ

Fair PriceLimited · 12
$9,599103,212 mi

Market: $8,977 – $16,495

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Prescott Valley, AZ

2019 Chevrolet Trax LT

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

2019 Chevrolet Trax LT

Prescott, AZ

Fair PriceModerate · 32
$9,99580,979 mi

Market: $5,600 – $13,995

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Prescott, AZ

2014 MINI Cooper Base

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

2014 MINI Cooper Base

Prescott, AZ

UnscoredInsufficient · 3
$9,99594,072 mi

Comparison: 3 similar vehicles

Prescott, AZ

2003 Subaru Baja Base

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

2003 Subaru Baja Base

Prescott, AZ

UnscoredInsufficient · 0
$9,995128,547 mi

Prescott, AZ

2020 Chrysler Pacifica Touring L

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

2020 Chrysler Pacifica Touring L

Prescott, AZ

Unscored
$9,999148,548 mi

Comparison: 12 similar vehicles

Prescott, AZ

2015 Jeep Cherokee Latitude

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

2015 Jeep Cherokee Latitude

Prescott Valley, AZ

Fair PriceLimited · 18
$9,999104,023 mi

Market: $3,995 – $13,495

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Prescott Valley, AZ

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

Prescott, AZ

Unscored
$10,249166,227 mi

Comparison: 15 similar vehicles

Prescott, AZ

2017 Ford C-Max SE

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

2017 Ford C-Max SE

Prescott, AZ

UnscoredInsufficient · 0
$10,450112,909 mi

Prescott, AZ

2015 Kia Soul Base

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

2015 Kia Soul Base

Prescott Valley, AZ

Fair PriceModerate · 24
$10,59969,020 mi

Market: $4,950 – $11,990

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Prescott Valley, AZ

2019 Kia Soul +

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

2019 Kia Soul +

Prescott, AZ

Unscored
$10,69987,120 mi

Comparison: 8 similar vehicles

Prescott, AZ

2016 MINI Clubman Base

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

2016 MINI Clubman Base

Prescott, AZ

UnscoredInsufficient · 0
$10,93967,139 mi

Prescott, AZ

2019 Nissan NV200 S

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

2019 Nissan NV200 S

Prescott, AZ

Unscored
$10,949127,980 mi

Comparison: 5 similar vehicles

Prescott, AZ

2019 Hyundai Veloster Premium

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

2019 Hyundai Veloster Premium

Prescott, AZ

UnscoredInsufficient · 0
$10,994103,970 mi

Prescott, AZ

2017 Chevrolet Equinox Premier

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

2017 Chevrolet Equinox Premier

Prescott, AZ

UnscoredInsufficient · 3
$11,06996,967 mi

Comparison: 3 similar vehicles

Prescott, AZ

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Prescott, AZ

Fair PriceModerate · 35
$11,20099,256 mi

Market: $7,856 – $15,495

Comparison: 35 similar vehicles

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

Prescott, AZ

2020 Jeep Renegade North

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

2020 Jeep Renegade North

Prescott, AZ

UnscoredInsufficient · 0
$11,249110,958 mi

Prescott, AZ

2019 Jeep Cherokee Latitude Plus

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

2019 Jeep Cherokee Latitude Plus

Prescott, AZ

Unscored
$11,269133,914 mi

Comparison: 62 similar vehicles

Prescott, AZ

2017 Toyota Camry LE

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

2017 Toyota Camry LE

Prescott, AZ

Unscored
$11,450167,919 mi

Comparison: 17 similar vehicles

Prescott, AZ

2022 Volkswagen Jetta SE

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

2022 Volkswagen Jetta SE

Prescott, AZ

Unscored
$11,494133,641 mi

Comparison: 5 similar vehicles

Prescott, AZ

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

Prescott, AZ

Unscored
$11,512145,999 mi

Comparison: 11 similar vehicles

Prescott, AZ

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.
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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