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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 9, 2026

7.3M+

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

90 listings found

2008 Pontiac G6 1SV

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

2008 Pontiac G6 1SV

Vinton, IA

UnscoredInsufficient · 0
$2,990253,026 mi

Vinton, IA

2006 Saturn ION 2

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

2006 Saturn ION 2

Vinton, IA

UnscoredInsufficient · 0
$2,990250,609 mi

Vinton, IA

2011 Chevrolet Malibu 2LT

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

2011 Chevrolet Malibu 2LT

Vinton, IA

UnscoredInsufficient · 4
$3,990215,124 mi

Comparison: 4 similar vehicles

Vinton, IA

2011 Ford Fusion SE

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

2011 Ford Fusion SE

Vinton, IA

Unscored
$3,990184,065 mi

Comparison: 15 similar vehicles

Vinton, IA

2010 Ford Edge SEL

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

2010 Ford Edge SEL

Vinton, IA

UnscoredInsufficient · 3
$4,990156,600 mi

Comparison: 3 similar vehicles

Vinton, IA

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Vinton, IA

Unscored
$4,990259,783 mi

Comparison: 30 similar vehicles

Vinton, IA

2008 Lincoln MKX Base

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

2008 Lincoln MKX Base

Vinton, IA

UnscoredInsufficient · 0
$4,990195,167 mi

Vinton, IA

2005 Lexus RX 330

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

2005 Lexus RX 330

Vinton, IA

Unscored
$4,990249,645 mi

Comparison: 5 similar vehicles

Vinton, IA

2003 Chevrolet TrailBlazer LT

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

2003 Chevrolet TrailBlazer LT

Vinton, IA

UnscoredInsufficient · 0
$4,990132,781 mi

Vinton, IA

2001 Ford F-150 XLT

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

2001 Ford F-150 XLT

Vinton, IA

Unscored
$4,990237,650 mi

Comparison: 12 similar vehicles

Vinton, IA

2000 Jeep Grand Cherokee LIMITED

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

2000 Jeep Grand Cherokee LIMITED

Vinton, IA

UnscoredInsufficient · 0
$4,990184,770 mi

Vinton, IA

2014 Nissan Rogue S

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

2014 Nissan Rogue S

Vinton, IA

UnscoredInsufficient · 4
$5,990215,398 mi

Comparison: 4 similar vehicles

Vinton, IA

2011 Chevrolet Traverse 1LT

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

2011 Chevrolet Traverse 1LT

Vinton, IA

Unscored
$5,990181,760 mi

Comparison: 15 similar vehicles

Vinton, IA

2006 Chevrolet Impala LT

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

2006 Chevrolet Impala LT

Vinton, IA

Unscored
$5,990152,882 mi

Comparison: 7 similar vehicles

Vinton, IA

2001 Ford Ranger XLT

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

2001 Ford Ranger XLT

Vinton, IA

UnscoredInsufficient · 3
$5,990133,927 mi

Comparison: 3 similar vehicles

Vinton, IA

1997 Ford F-150 XLT

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

1997 Ford F-150 XLT

Vinton, IA

UnscoredInsufficient · 0
$5,990168,944 mi

Vinton, IA

2015 Ford Escape Titanium

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

2015 Ford Escape Titanium

Vinton, IA

Unscored
$6,990231,656 mi

Comparison: 26 similar vehicles

Vinton, IA

1999 Ford F-250 Super Duty XLT

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

1999 Ford F-250 Super Duty XLT

Vinton, IA

UnscoredInsufficient · 0
$6,990168,072 mi

Vinton, IA

2015 Ford Escape SE

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

2015 Ford Escape SE

Vinton, IA

UnscoredInsufficient · 4
$7,990165,552 mi

Comparison: 4 similar vehicles

Vinton, IA

2014 Dodge Grand Caravan SXT

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

2014 Dodge Grand Caravan SXT

Vinton, IA

Unscored
$7,990188,910 mi

Comparison: 18 similar vehicles

Vinton, IA

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Vinton, IA

UnscoredInsufficient · 4
$7,990236,068 mi

Comparison: 4 similar vehicles

Vinton, IA

2012 Chevrolet Volt Base

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

2012 Chevrolet Volt Base

Vinton, IA

UnscoredInsufficient · 0
$7,990125,256 mi

Vinton, IA

2012 GMC Acadia SLT1

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

2012 GMC Acadia SLT1

Vinton, IA

Unscored
$7,990291,032 mi

Comparison: 39 similar vehicles

Vinton, IA

2018 Ford Explorer Utility Police Interceptor

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

2018 Ford Explorer Utility Police Interceptor

Vinton, IA

UnscoredInsufficient · 4
$8,990223,714 mi

Comparison: 4 similar vehicles

Vinton, IA

2015 Dodge Grand Caravan SE

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

2015 Dodge Grand Caravan SE

Vinton, IA

Unscored
$8,990132,350 mi

Comparison: 24 similar vehicles

Vinton, IA

2013 Dodge Grand Caravan Crew

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

2013 Dodge Grand Caravan Crew

Vinton, IA

Unscored
$8,990160,076 mi

Comparison: 9 similar vehicles

Vinton, IA

2011 Jeep Grand Cherokee Limited

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

2011 Jeep Grand Cherokee Limited

Vinton, IA

Unscored
$8,990163,924 mi

Comparison: 7 similar vehicles

Vinton, IA

2010 Mercedes-Benz C-Class C300 Sport

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

2010 Mercedes-Benz C-Class C300 Sport

Vinton, IA

UnscoredInsufficient · 3
$8,99089,751 mi

Comparison: 3 similar vehicles

Vinton, IA

2015 GMC Acadia Denali

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

2015 GMC Acadia Denali

Vinton, IA

Unscored
$9,990196,034 mi

Comparison: 29 similar vehicles

Vinton, IA

2010 Buick Enclave CXL-1

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

2010 Buick Enclave CXL-1

Vinton, IA

UnscoredInsufficient · 3
$9,990142,194 mi

Comparison: 3 similar vehicles

Vinton, IA

2014 GMC Acadia SLT1

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

2014 GMC Acadia SLT1

Vinton, IA

Unscored
$10,990126,185 mi

Comparison: 8 similar vehicles

Vinton, IA

2014 GMC Acadia Denali

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

2014 GMC Acadia Denali

Vinton, IA

Unscored
$10,990178,048 mi

Comparison: 17 similar vehicles

Vinton, IA

2004 Hummer H2 Base

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

2004 Hummer H2 Base

Vinton, IA

UnscoredInsufficient · 4
$10,990178,374 mi

Comparison: 4 similar vehicles

Vinton, IA

2011 Ford F-150 Lariat

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

2011 Ford F-150 Lariat

Vinton, IA

Unscored
$11,990180,799 mi

Comparison: 9 similar vehicles

Vinton, IA

2015 GMC Acadia Denali

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

2015 GMC Acadia Denali

Vinton, IA

Unscored
$12,990208,869 mi

Comparison: 29 similar vehicles

Vinton, IA

2020 Jeep Compass Latitude

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

2020 Jeep Compass Latitude

Vinton, IA

Fair PriceModerate · 47
$12,995106,057 mi

Market: $11,492 – $17,149

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Vinton, IA

2016 Chevrolet Suburban LTZ

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

2016 Chevrolet Suburban LTZ

Vinton, IA

Unscored
$12,995176,722 mi

Comparison: 32 similar vehicles

Vinton, IA

2016 GMC Terrain SLT

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

2016 GMC Terrain SLT

Vinton, IA

OverpricedModerate · 25
$12,99562,722 mi

Market: $6,900 – $12,363

Comparison: 25 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Vinton, IA

2020 Chevrolet Trax LT

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

2020 Chevrolet Trax LT

Vinton, IA

OverpricedLimited · 14
$13,99086,366 mi

Market: $8,845 – $12,258

Comparison: 14 similar vehicles

Priced ~14% above the typical market range for similar vehicles (based on current market benchmarks)

Vinton, IA

2017 Jeep Patriot High Altitude Edition

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

2017 Jeep Patriot High Altitude Edition

Vinton, IA

Unscored
$13,990101,373 mi

Comparison: 9 similar vehicles

Vinton, IA

2014 Ford F-150 XLT

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

2014 Ford F-150 XLT

Vinton, IA

Unscored
$13,990155,551 mi

Comparison: 142 similar vehicles

Vinton, IA

2012 Buick Enclave Leather

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

2012 Buick Enclave Leather

Vinton, IA

Unscored
$13,99098,491 mi

Comparison: 7 similar vehicles

Vinton, IA

2012 Ford F-150 XL

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

2012 Ford F-150 XL

Vinton, IA

UnscoredInsufficient · 4
$14,295123,952 mi

Comparison: 4 similar vehicles

Vinton, IA

2017 Jeep Cherokee Latitude

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

2017 Jeep Cherokee Latitude

Vinton, IA

Unscored
$14,99077,256 mi

Comparison: 9 similar vehicles

Vinton, IA

2017 Chrysler Pacifica Touring-L Plus

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

2017 Chrysler Pacifica Touring-L Plus

Vinton, IA

OverpricedLimited · 12
$14,990110,975 mi

Market: $8,577 – $9,490

Comparison: 12 similar vehicles

Priced ~58% above the typical market range for similar vehicles (based on current market benchmarks)

Vinton, IA

2015 Toyota Highlander XLE

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

2015 Toyota Highlander XLE

Vinton, IA

UnscoredInsufficient · 3
$14,990193,250 mi

Comparison: 3 similar vehicles

Vinton, IA

2012 Ford F-150 Lariat

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

2012 Ford F-150 Lariat

Vinton, IA

Unscored
$14,990142,775 mi

Comparison: 15 similar vehicles

Vinton, IA

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

Vinton, IA

Fair PriceRobust · 84
$15,99076,261 mi

Market: $6,995 – $29,432

Comparison: 84 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Vinton, IA

2019 Jeep Compass Sport

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

2019 Jeep Compass Sport

Vinton, IA

Unscored
$15,99051,882 mi

Comparison: 6 similar vehicles

Vinton, IA

2019 Buick Enclave Essence

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

2019 Buick Enclave Essence

Vinton, IA

Unscored
$15,990112,934 mi

Comparison: 7 similar vehicles

Vinton, IA

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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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