Skip to main content
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

489 listings found

2010 Hyundai Santa Fe GLS

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

2010 Hyundai Santa Fe GLS

New Rockford, ND

UnscoredInsufficient · 0
$3,995192,785 mi

New Rockford, ND

1998 GMC Suburban SL

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

1998 GMC Suburban SL

Jamestown, ND

UnscoredInsufficient · 0
$4,300215,817 mi

Jamestown, ND

2008 Chrysler Aspen Limited

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

2008 Chrysler Aspen Limited

Jamestown, ND

UnscoredInsufficient · 0
$4,490149,485 mi

Jamestown, ND

2003 Kia Sorento EX

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

2003 Kia Sorento EX

Jamestown, ND

UnscoredInsufficient · 0
$4,800115,196 mi

Jamestown, ND

2009 Hyundai Santa Fe GLS

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

2009 Hyundai Santa Fe GLS

Jamestown, ND

UnscoredInsufficient · 0
$5,000205,306 mi

Jamestown, ND

2010 Nissan Rogue SL

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

2010 Nissan Rogue SL

Jamestown, ND

UnscoredLimited · 6
$5,100214,203 mi

Comparison: 6 similar vehicles

Jamestown, ND

2011 Nissan Murano SL

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

2011 Nissan Murano SL

Jamestown, ND

UnscoredInsufficient · 0
$5,690127,000 mi

Jamestown, ND

2004 GMC Yukon XL Denali

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

2004 GMC Yukon XL Denali

Jamestown, ND

UnscoredInsufficient · 0
$5,800206,190 mi

Jamestown, ND

2011 Ford Edge Limited

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

2011 Ford Edge Limited

Michigan, ND

OverpricedLimited · 10
$5,995152,975 mi

Market: $4,995 – $5,499

Comparison: 10 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Michigan, ND

2013 Buick Enclave Leather

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

2013 Buick Enclave Leather

Jamestown, ND

UnscoredInsufficient · 0
$6,290205,000 mi

Jamestown, ND

2012 GMC Terrain SLE-2

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

2012 GMC Terrain SLE-2

Jamestown, ND

UnscoredInsufficient · 0
$6,800250,991 mi

Jamestown, ND

2007 Hyundai Santa Fe SE

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

2007 Hyundai Santa Fe SE

Jamestown, ND

UnscoredInsufficient · 0
$6,800227,863 mi

Jamestown, ND

2010 Chevrolet Traverse 1LT

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

2010 Chevrolet Traverse 1LT

Carrington, ND

UnscoredLimited · 9
$6,99590,220 mi

Comparison: 9 similar vehicles

Carrington, ND

2014 Ford Explorer Limited

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

2014 Ford Explorer Limited

Finley, ND

UnscoredInsufficient · 4
$6,999193,131 mi

Comparison: 4 similar vehicles

Finley, ND

2017 GMC Acadia Limited Base

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

2017 GMC Acadia Limited Base

Cooperstown, ND

UnscoredLimited · 13
$7,995185,676 mi

Comparison: 13 similar vehicles

Cooperstown, ND

2013 Chevrolet Suburban LT

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

2013 Chevrolet Suburban LT

New Rockford, ND

UnscoredInsufficient · 0
$7,995129,513 mi

New Rockford, ND

2007 Chevrolet Suburban LT

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

2007 Chevrolet Suburban LT

Jamestown, ND

UnscoredInsufficient · 4
$8,100244,984 mi

Comparison: 4 similar vehicles

Jamestown, ND

2011 Subaru Forester X Premium Package

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

2011 Subaru Forester X Premium Package

Jamestown, ND

UnscoredInsufficient · 0
$8,69076,000 mi

Jamestown, ND

2016 Nissan Rogue S

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

2016 Nissan Rogue S

Jamestown, ND

UnscoredInsufficient · 4
$8,890152,000 mi

Comparison: 4 similar vehicles

Jamestown, ND

2013 Ford Edge Sport

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

2013 Ford Edge Sport

Finley, ND

Salvage title
$8,959118,239 mi

Finley, ND

2014 Ford Explorer Sport

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

2014 Ford Explorer Sport

Jamestown, ND

UnscoredInsufficient · 0
$8,995133,647 mi

Jamestown, ND

2016 Hyundai Santa Fe Sport

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

2016 Hyundai Santa Fe Sport

Valley City, ND

UnscoredInsufficient · 0
$9,045128,712 mi

Valley City, ND

2013 Ford Escape SEL

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

2013 Ford Escape SEL

Valley City, ND

UnscoredInsufficient · 0
$9,045113,362 mi

Valley City, ND

2016 Honda HR-V EX-L

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

2016 Honda HR-V EX-L

Jamestown, ND

UnscoredInsufficient · 0
$9,490179,000 mi

Jamestown, ND

2013 Ford Escape SE

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

2013 Ford Escape SE

Jamestown, ND

UnscoredInsufficient · 3
$9,700112,438 mi

Comparison: 3 similar vehicles

Jamestown, ND

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Jamestown, ND

UnscoredLimited · 8
$9,70098,908 mi

Comparison: 8 similar vehicles

Jamestown, ND

2014 Chevrolet Traverse 1LT

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

2014 Chevrolet Traverse 1LT

Jamestown, ND

UnscoredInsufficient · 0
$10,200176,605 mi

Jamestown, ND

2019 Subaru Ascent Premium

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

2019 Subaru Ascent Premium

Jamestown, ND

UnscoredInsufficient · 0
$10,490193,000 mi

Jamestown, ND

2014 Jeep Cherokee Limited

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

2014 Jeep Cherokee Limited

Jamestown, ND

UnscoredInsufficient · 0
$11,228111,759 mi

Jamestown, ND

2015 Buick Enclave Premium

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

2015 Buick Enclave Premium

Jamestown, ND

UnscoredLimited · 10
$11,574125,044 mi

Comparison: 10 similar vehicles

Jamestown, ND

2015 Ford Expedition XLT

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

2015 Ford Expedition XLT

Jamestown, ND

UnscoredInsufficient · 0
$11,990143,000 mi

Jamestown, ND

2019 Ford Escape SE

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

2019 Ford Escape SE

Michigan, ND

UnscoredLimited · 5
$11,995106,013 mi

Comparison: 5 similar vehicles

Michigan, ND

2017 Jeep Grand Cherokee Limited

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

2017 Jeep Grand Cherokee Limited

Jamestown, ND

UnscoredModerate · 23
$12,228137,479 mi

Comparison: 23 similar vehicles

Jamestown, ND

2017 GMC Acadia SLE-2

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

2017 GMC Acadia SLE-2

Jamestown, ND

UnscoredInsufficient · 4
$12,490121,000 mi

Comparison: 4 similar vehicles

Jamestown, ND

2012 GMC Yukon XL SLT

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

2012 GMC Yukon XL SLT

Jamestown, ND

UnscoredInsufficient · 0
$12,500242,929 mi

Jamestown, ND

2018 Subaru Forester Base

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

2018 Subaru Forester Base

Jamestown, ND

Salvage title
$12,69491,453 mi

Jamestown, ND

2015 Ford Expedition XLT

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

2015 Ford Expedition XLT

Jamestown, ND

UnscoredInsufficient · 0
$12,800207,530 mi

Jamestown, ND

2020 Ford Explorer Utility Police Interceptor

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

2020 Ford Explorer Utility Police Interceptor

Jamestown, ND

UnscoredLimited · 5
$12,990130,950 mi

Comparison: 5 similar vehicles

Jamestown, ND

2017 GMC Acadia SLT-1

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

2017 GMC Acadia SLT-1

Jamestown, ND

OverpricedLimited · 11
$12,994130,270 mi

Market: $8,789 – $8,990

Comparison: 11 similar vehicles

Priced ~45% above the typical market range for similar vehicles (based on current market benchmarks)

Jamestown, ND

2018 Ford Explorer Limited

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

2018 Ford Explorer Limited

Michigan, ND

UnscoredInsufficient · 3
$12,995149,846 mi

Comparison: 3 similar vehicles

Michigan, ND

2017 Chevrolet Tahoe Fleet

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

2017 Chevrolet Tahoe Fleet

Michigan, ND

UnscoredInsufficient · 0
$12,995163,191 mi

Michigan, ND

2015 GMC Yukon Denali

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

2015 GMC Yukon Denali

New Rockford, ND

UnscoredInsufficient · 4
$12,995228,753 mi

Comparison: 4 similar vehicles

New Rockford, ND

2019 Ford Edge SEL

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

2019 Ford Edge SEL

Jamestown, ND

Fair PriceModerate · 22
$13,490106,000 mi

Market: $13,847 – $22,000

Comparison: 22 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 60 days listed (based on current market benchmarks)

Jamestown, ND

2018 Dodge Journey Crossroad

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

2018 Dodge Journey Crossroad

Jamestown, ND

UnscoredInsufficient · 0
$13,49464,419 mi

Jamestown, ND

2018 Chevrolet Traverse 3LT

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

2018 Chevrolet Traverse 3LT

Valley City, ND

UnscoredInsufficient · 3
$13,769127,700 mi

Comparison: 3 similar vehicles

Valley City, ND

2017 Jeep Cherokee Limited

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

2017 Jeep Cherokee Limited

Jamestown, ND

UnscoredInsufficient · 3
$13,99094,000 mi

Comparison: 3 similar vehicles

Jamestown, ND

2019 Jeep Renegade Trailhawk

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

2019 Jeep Renegade Trailhawk

Jamestown, ND

UnscoredInsufficient · 0
$14,49470,560 mi

Jamestown, ND

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Michigan, ND

UnscoredInsufficient · 0
$14,99529,850 mi

Michigan, ND

2015 Jeep Cherokee Limited

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

2015 Jeep Cherokee Limited

Cooperstown, ND

UnscoredInsufficient · 0
$15,090154,505 mi

Cooperstown, ND

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Jamestown, ND

UnscoredLimited · 6
$15,40081,651 mi

Comparison: 6 similar vehicles

Jamestown, ND

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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.