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 · November 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 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

60 listings found

2013 Ford Focus SE

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

2013 Ford Focus SE

Rutherfordton, NC

Unscored
$4,000221,018 mi

Comparison: 5 similar vehicles

Rutherfordton, NC

2010 Audi A4 Premium

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

2010 Audi A4 Premium

Rutherfordton, NC

Unscored
$4,250223,410 mi

Comparison: 9 similar vehicles

Rutherfordton, NC

2002 Ford F-250 Super Duty

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

2002 Ford F-250 Super Duty

Rutherfordton, NC

UnscoredInsufficient · 0
$5,400166,427 mi

Rutherfordton, NC

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Rutherfordton, NC

Unscored
$5,995167,847 mi

Comparison: 30 similar vehicles

Rutherfordton, NC

2014 Kia Soul Base

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

2014 Kia Soul Base

Rutherfordton, NC

UnscoredInsufficient · 3
$5,995153,392 mi

Comparison: 3 similar vehicles

Rutherfordton, NC

2015 Jeep Grand Cherokee Limited

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

2015 Jeep Grand Cherokee Limited

Rutherfordton, NC

UnscoredInsufficient · 4
$6,000228,102 mi

Comparison: 4 similar vehicles

Rutherfordton, NC

2014 Jeep Grand Cherokee Limited

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

2014 Jeep Grand Cherokee Limited

Rutherfordton, NC

Unscored
$7,995210,676 mi

Comparison: 5 similar vehicles

Rutherfordton, NC

2016 Jeep Cherokee 75th Anniversary

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

2016 Jeep Cherokee 75th Anniversary

Rutherfordton, NC

Unscored
$8,400144,592 mi

Comparison: 7 similar vehicles

Rutherfordton, NC

2015 Jeep Patriot Latitude

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

2015 Jeep Patriot Latitude

Rutherfordton, NC

Unscored
$8,495126,914 mi

Comparison: 19 similar vehicles

Rutherfordton, NC

2013 Ford F-150 FX4

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

2013 Ford F-150 FX4

Rutherfordton, NC

Unscored
$9,200238,825 mi

Comparison: 34 similar vehicles

Rutherfordton, NC

2017 Jeep Cherokee Sport Altitude

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

2017 Jeep Cherokee Sport Altitude

Rutherfordton, NC

Unscored
$9,700122,033 mi

Comparison: 24 similar vehicles

Rutherfordton, NC

2000 Ford F-650

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

2000 Ford F-650

Rutherfordton, NC

UnscoredInsufficient · 0
$9,900123,314 mi

Rutherfordton, NC

2014 Jeep Wrangler Sport

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

2014 Jeep Wrangler Sport

Rutherfordton, NC

Unscored
$11,950141,262 mi

Comparison: 44 similar vehicles

Rutherfordton, NC

2018 Lincoln MKC Reserve

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

2018 Lincoln MKC Reserve

Rutherfordton, NC

Unscored
$12,90072,807 mi

Comparison: 8 similar vehicles

Rutherfordton, NC

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

Rutherfordton, NC

Fair PriceLimited · 13
$12,950107,188 mi

Market: $11,878 – $16,950

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Rutherfordton, NC

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Rutherfordton, NC

Unscored
$13,950119,272 mi

Comparison: 5 similar vehicles

Rutherfordton, NC

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

Rutherfordton, NC

Fair PriceRobust · 97
$13,950108,189 mi

Market: $5,400 – $17,195

Comparison: 97 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Rutherfordton, NC

2020 Ford Escape SE

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

2020 Ford Escape SE

Rutherfordton, NC

Fair PriceLimited · 12
$14,95069,702 mi

Market: $13,788 – $17,988

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Rutherfordton, NC

2019 Buick Envision Essence

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

2019 Buick Envision Essence

Rutherfordton, NC

Unscored
$14,950109,108 mi

Comparison: 6 similar vehicles

Rutherfordton, NC

2008 Ford F-250 Super Duty

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

2008 Ford F-250 Super Duty

Rutherfordton, NC

UnscoredInsufficient · 0
$15,90040,072 mi

Rutherfordton, NC

2018 Subaru Forester Premium

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

2018 Subaru Forester Premium

Rutherfordton, NC

Fair PriceRobust · 127
$15,950110,781 mi

Market: $6,999 – $19,900

Comparison: 127 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 165 days listed (based on current market benchmarks)

Rutherfordton, NC

2016 Jeep Wrangler Unlimited Sport S

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

2016 Jeep Wrangler Unlimited Sport S

Rutherfordton, NC

Unscored
$15,950114,058 mi

Comparison: 6 similar vehicles

Rutherfordton, NC

2020 Ford Explorer XLT

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

2020 Ford Explorer XLT

Rutherfordton, NC

Fair PriceLimited · 16
$16,950104,519 mi

Market: $13,888 – $21,093

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Rutherfordton, NC

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

Rutherfordton, NC

OverpricedLimited · 13
$16,95074,563 mi

Market: $11,878 – $15,965

Comparison: 13 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Rutherfordton, NC

2018 Cadillac CTS Sedan Luxury

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

2018 Cadillac CTS Sedan Luxury

Rutherfordton, NC

UnscoredInsufficient · 4
$16,95085,316 mi

Comparison: 4 similar vehicles

Rutherfordton, NC

2016 GMC Canyon SLT

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

2016 GMC Canyon SLT

Rutherfordton, NC

UnscoredInsufficient · 4
$16,950132,612 mi

Comparison: 4 similar vehicles

Rutherfordton, NC

2021 Jeep Cherokee Latitude Lux

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

2021 Jeep Cherokee Latitude Lux

Rutherfordton, NC

Unscored
$17,95084,197 mi

Comparison: 13 similar vehicles

Rutherfordton, NC

2019 RAM 1500 Classic Express

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

2019 RAM 1500 Classic Express

Rutherfordton, NC

Fair PriceModerate · 45
$18,950111,743 mi

Market: $11,900 – $25,900

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Rutherfordton, NC

2017 GMC Yukon XL SLT

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

2017 GMC Yukon XL SLT

Rutherfordton, NC

Unscored
$18,950137,108 mi

Comparison: 13 similar vehicles

Rutherfordton, NC

2011 Ford F-550

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

2011 Ford F-550

Rutherfordton, NC

UnscoredInsufficient · 0
$21,900119,424 mi

Rutherfordton, NC

2011 Ford F-550

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

2011 Ford F-550

Rutherfordton, NC

UnscoredInsufficient · 0
$23,900117,046 mi

Rutherfordton, NC

2022 Chevrolet Silverado 1500 Custom

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

2022 Chevrolet Silverado 1500 Custom

Rutherfordton, NC

Unscored
$24,95098,294 mi

Comparison: 8 similar vehicles

Rutherfordton, NC

2017 Ford F-250 Super Duty XL

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

2017 Ford F-250 Super Duty XL

Rutherfordton, NC

Fair PriceModerate · 31
$25,90092,532 mi

Market: $6,700 – $34,340

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Rutherfordton, NC

2016 Ford F-550

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

2016 Ford F-550

Rutherfordton, NC

UnscoredInsufficient · 0
$27,90079,570 mi

Rutherfordton, NC

2017 Ford F-450 Super Duty Chassis Cab XLT

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

2017 Ford F-450 Super Duty Chassis Cab XLT

Rutherfordton, NC

UnscoredInsufficient · 0
$28,900339,607 mi

Rutherfordton, NC

2009 Dodge Ram 5500

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

2009 Dodge Ram 5500

Rutherfordton, NC

UnscoredInsufficient · 0
$28,900285,038 mi

Rutherfordton, NC

2021 RAM 4500 Chassis Cab Tradesman

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

2021 RAM 4500 Chassis Cab Tradesman

Rutherfordton, NC

UnscoredInsufficient · 0
$29,900145,312 mi

Rutherfordton, NC

2017 Ford F-650

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

2017 Ford F-650

Rutherfordton, NC

UnscoredInsufficient · 0
$37,900263,038 mi

Rutherfordton, NC

2019 Ford F-450 Super Duty Chassis Cab XL

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

2019 Ford F-450 Super Duty Chassis Cab XL

Rutherfordton, NC

Unscored
$39,900208,860 mi

Comparison: 20 similar vehicles

Rutherfordton, NC

2019 Ford F-550 Super Duty Chassis Cab XL

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

2019 Ford F-550 Super Duty Chassis Cab XL

Rutherfordton, NC

UnscoredInsufficient · 4
$39,900210,626 mi

Comparison: 4 similar vehicles

Rutherfordton, NC

2017 Ford F-650

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

2017 Ford F-650

Rutherfordton, NC

UnscoredInsufficient · 0
$44,900286,968 mi

Rutherfordton, NC

2022 Ford F-450 Super Duty Chassis Cab XL

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

2022 Ford F-450 Super Duty Chassis Cab XL

Rutherfordton, NC

Unscored
$45,900143,147 mi

Comparison: 9 similar vehicles

Rutherfordton, NC

2022 Ford F-550 Super Duty Chassis Cab XL

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

2022 Ford F-550 Super Duty Chassis Cab XL

Rutherfordton, NC

Unscored
$46,900126,135 mi

Comparison: 12 similar vehicles

Rutherfordton, NC

2022 Ford F-550 Super Duty Chassis Cab XL

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

2022 Ford F-550 Super Duty Chassis Cab XL

Rutherfordton, NC

Unscored
$46,900170,302 mi

Comparison: 12 similar vehicles

Rutherfordton, NC

2012 Ford F-550

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

2012 Ford F-550

Rutherfordton, NC

UnscoredInsufficient · 0
$49,900112,031 mi

Rutherfordton, NC

2004 Sterling Acterra

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

2004 Sterling Acterra

Rutherfordton, NC

UnscoredInsufficient · 0
$50,900201,052 mi

Rutherfordton, NC

2022 Ford F-450 Super Duty Chassis Cab XLT

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

2022 Ford F-450 Super Duty Chassis Cab XLT

Rutherfordton, NC

UnscoredInsufficient · 0
$55,900118,696 mi

Rutherfordton, NC

2022 Chevrolet Silverado 4500 Medium Duty Chassis Cab Work Truck

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

2022 Chevrolet Silverado 4500 Medium Duty Chassis Cab Work Truck

Rutherfordton, NC

UnscoredInsufficient · 4
$55,900134,053 mi

Comparison: 4 similar vehicles

Rutherfordton, NC

2024 Ford F-550 Super Duty Chassis Cab XL

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

2024 Ford F-550 Super Duty Chassis Cab XL

Rutherfordton, NC

UnscoredInsufficient · 0
$56,90071,510 mi

Rutherfordton, NC

2024 Ford F-750

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

2024 Ford F-750

Rutherfordton, NC

UnscoredInsufficient · 0
$58,900131,220 mi

Rutherfordton, NC

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

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.