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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 6, 2026

7.1M+

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

406 listings found

2011 Buick Enclave CXL-1

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

2011 Buick Enclave CXL-1

Boone, IA

Unscored
$2,000187,376 mi

Comparison: 19 similar vehicles

Boone, IA

2007 Ford Explorer Eddie Bauer

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

2007 Ford Explorer Eddie Bauer

Boone, IA

UnscoredInsufficient · 0
$2,500255,457 mi

Boone, IA

2011 Chevrolet Traverse LS

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

2011 Chevrolet Traverse LS

Boone, IA

Unscored
$3,000127,581 mi

Comparison: 5 similar vehicles

Boone, IA

2006 Nissan Murano SL

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

2006 Nissan Murano SL

Boone, IA

UnscoredInsufficient · 0
$3,200218,376 mi

Boone, IA

2009 Jeep Patriot Limited

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

2009 Jeep Patriot Limited

Boone, IA

UnscoredInsufficient · 0
$3,500189,214 mi

Boone, IA

2007 Ford F-150 FX4

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

2007 Ford F-150 FX4

Boone, IA

UnscoredInsufficient · 0
$4,957193,082 mi

Boone, IA

2007 Ford Focus ZX4 SE

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

2007 Ford Focus ZX4 SE

Boone, IA

Unscored
$5,40096,820 mi

Comparison: 5 similar vehicles

Boone, IA

2011 Dodge Journey Lux

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

2011 Dodge Journey Lux

Boone, IA

UnscoredInsufficient · 0
$6,170122,179 mi

Boone, IA

2019 Ford Edge Titanium

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

2019 Ford Edge Titanium

Boone, IA

Unscored
$6,500173,072 mi

Comparison: 8 similar vehicles

Boone, IA

2011 Jeep Liberty Sport

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

2011 Jeep Liberty Sport

Boone, IA

Unscored
$6,800126,518 mi

Comparison: 5 similar vehicles

Boone, IA

2013 Kia Soul Base

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

2013 Kia Soul Base

Boone, IA

Unscored
$6,900127,060 mi

Comparison: 7 similar vehicles

Boone, IA

2013 Ford Escape SE

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

2013 Ford Escape SE

Boone, IA

Unscored
$7,500133,033 mi

Comparison: 22 similar vehicles

Boone, IA

2011 Chrysler 200 Limited

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

2011 Chrysler 200 Limited

Boone, IA

UnscoredInsufficient · 3
$7,90087,511 mi

Comparison: 3 similar vehicles

Boone, IA

2016 Dodge Grand Caravan SE

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

2016 Dodge Grand Caravan SE

Boone, IA

Unscored
$8,133153,739 mi

Comparison: 7 similar vehicles

Boone, IA

2015 Jeep Compass Sport

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

2015 Jeep Compass Sport

Boone, IA

UnscoredInsufficient · 3
$8,170140,963 mi

Comparison: 3 similar vehicles

Boone, IA

2008 Toyota Matrix Standard

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

2008 Toyota Matrix Standard

Boone, IA

UnscoredInsufficient · 0
$8,179139,785 mi

Boone, IA

2000 Ford Mustang Base

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

2000 Ford Mustang Base

Boone, IA

UnscoredInsufficient · 0
$8,62471,155 mi

Boone, IA

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Boone, IA

UnscoredInsufficient · 4
$9,170124,864 mi

Comparison: 4 similar vehicles

Boone, IA

2014 Jeep Compass Limited

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

2014 Jeep Compass Limited

Boone, IA

UnscoredInsufficient · 0
$9,170112,158 mi

Boone, IA

2014 GMC Terrain SLE-2

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

2014 GMC Terrain SLE-2

Boone, IA

UnscoredInsufficient · 3
$10,179133,320 mi

Comparison: 3 similar vehicles

Boone, IA

2018 Chevrolet Trax LT

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

2018 Chevrolet Trax LT

Boone, IA

Unscored
$10,50086,527 mi

Comparison: 8 similar vehicles

Boone, IA

2015 Chrysler Town & Country Touring-L

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

2015 Chrysler Town & Country Touring-L

Boone, IA

Fair PriceLimited · 12
$10,500108,615 mi

Market: $6,995 – $17,999

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Boone, IA

2019 Ford Fusion SE

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

2019 Ford Fusion SE

Boone, IA

UnscoredInsufficient · 3
$10,579123,606 mi

Comparison: 3 similar vehicles

Boone, IA

2012 Subaru Forester X Premium Package

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

2012 Subaru Forester X Premium Package

Boone, IA

Unscored
$10,679144,374 mi

Comparison: 5 similar vehicles

Boone, IA

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Boone, IA

Unscored
$10,764126,706 mi

Comparison: 55 similar vehicles

Boone, IA

2016 Kia Sportage LX

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

2016 Kia Sportage LX

Boone, IA

Unscored
$11,979104,131 mi

Comparison: 8 similar vehicles

Boone, IA

2015 Ford Edge SEL

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

2015 Ford Edge SEL

Boone, IA

Unscored
$12,04894,573 mi

Comparison: 6 similar vehicles

Boone, IA

2014 Toyota RAV4 LE

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

2014 Toyota RAV4 LE

Boone, IA

Unscored
$12,059127,670 mi

Comparison: 6 similar vehicles

Boone, IA

2012 Jeep Wrangler Unlimited Sport

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

2012 Jeep Wrangler Unlimited Sport

Boone, IA

UnscoredInsufficient · 0
$12,167177,640 mi

Boone, IA

2018 Kia Optima LX

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

2018 Kia Optima LX

Boone, IA

UnscoredInsufficient · 3
$12,67992,920 mi

Comparison: 3 similar vehicles

Boone, IA

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

Boone, IA

UnscoredInsufficient · 3
$12,800129,563 mi

Comparison: 3 similar vehicles

Boone, IA

2015 RAM 1500 Pickup Express

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

2015 RAM 1500 Pickup Express

Boone, IA

Unscored
$12,928156,586 mi

Comparison: 38 similar vehicles

Boone, IA

2020 Nissan Versa Sedan SV

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

2020 Nissan Versa Sedan SV

Boone, IA

UnscoredInsufficient · 4
$12,92970,324 mi

Comparison: 4 similar vehicles

Boone, IA

2012 Toyota Camry SE

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

2012 Toyota Camry SE

Boone, IA

Unscored
$12,979134,522 mi

Comparison: 5 similar vehicles

Boone, IA

2015 GMC Canyon SLT

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

2015 GMC Canyon SLT

Boone, IA

UnscoredInsufficient · 4
$12,997194,550 mi

Comparison: 4 similar vehicles

Boone, IA

2018 Ford Ecosport Titanium

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

2018 Ford Ecosport Titanium

Boone, IA

UnscoredInsufficient · 4
$13,42966,635 mi

Comparison: 4 similar vehicles

Boone, IA

2013 Chevrolet Avalanche LTZ

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

2013 Chevrolet Avalanche LTZ

Boone, IA

Unscored
$13,500166,729 mi

Comparison: 17 similar vehicles

Boone, IA

2020 GMC Terrain SLT

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

2020 GMC Terrain SLT

Boone, IA

UnscoredInsufficient · 4
$13,856130,466 mi

Comparison: 4 similar vehicles

Boone, IA

2024 Mitsubishi Mirage ES

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

2024 Mitsubishi Mirage ES

Boone, IA

Fair PriceModerate · 31
$13,97947,350 mi

Market: $12,299 – $14,679

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Boone, IA

2016 Volkswagen Touareg Lux

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

2016 Volkswagen Touareg Lux

Boone, IA

UnscoredInsufficient · 0
$13,979123,074 mi

Boone, IA

2024 Mitsubishi Mirage ES

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

2024 Mitsubishi Mirage ES

Boone, IA

OverpricedModerate · 31
$14,67942,392 mi

Market: $12,299 – $13,979

Comparison: 31 similar vehicles

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

Boone, IA

2022 Kia Soul LX

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

2022 Kia Soul LX

Boone, IA

Fair PriceModerate · 30
$14,679104,482 mi

Market: $13,000 – $18,749

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Boone, IA

2015 Jeep Wrangler Unlimited Sahara

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

2015 Jeep Wrangler Unlimited Sahara

Boone, IA

UnscoredInsufficient · 4
$14,900121,290 mi

Comparison: 4 similar vehicles

Boone, IA

2020 Chrysler Pacifica Touring L Plus

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

2020 Chrysler Pacifica Touring L Plus

Boone, IA

UnscoredInsufficient · 4
$14,979138,465 mi

Comparison: 4 similar vehicles

Boone, IA

2002 Ford F-250 Super Duty XLT

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

2002 Ford F-250 Super Duty XLT

Boone, IA

UnscoredInsufficient · 0
$15,154238,468 mi

Boone, IA

2016 RAM 1500 Pickup Sport

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

2016 RAM 1500 Pickup Sport

Boone, IA

Unscored
$15,155173,540 mi

Comparison: 7 similar vehicles

Boone, IA

2016 Honda CR-V LX

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

2016 Honda CR-V LX

Boone, IA

Unscored
$15,170114,151 mi

Comparison: 8 similar vehicles

Boone, IA

2007 Ford Mustang GT Premium

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

2007 Ford Mustang GT Premium

Boone, IA

UnscoredInsufficient · 0
$15,759122,263 mi

Boone, IA

2014 Dodge Challenger SXT

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

2014 Dodge Challenger SXT

Boone, IA

Fair PriceLimited · 14
$15,88085,970 mi

Market: $10,900 – $17,276

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Boone, IA

2015 Ford E-Series Cutaway Base

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

2015 Ford E-Series Cutaway Base

Boone, IA

UnscoredInsufficient · 0
$15,969250,167 mi

Boone, IA

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 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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