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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 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

63 listings found

2014 Acura ILX

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

2014 Acura ILX

Chipley, FL

UnscoredInsufficient · 4
$5,495175,800 mi

Comparison: 4 similar vehicles

Chipley, FL

2011 GMC Acadia SLT1

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

2011 GMC Acadia SLT1

Chipley, FL

Unscored
$6,995224,500 mi

Comparison: 6 similar vehicles

Chipley, FL

2010 Dodge Charger SXT

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

2010 Dodge Charger SXT

Chipley, FL

UnscoredInsufficient · 0
$6,99590,000 mi

Chipley, FL

2015 Honda Fit EX

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

2015 Honda Fit EX

Chipley, FL

Unscored
$7,495217,941 mi

Comparison: 8 similar vehicles

Chipley, FL

2014 GMC Terrain SLE-1

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

2014 GMC Terrain SLE-1

Chipley, FL

Unscored
$7,495149,351 mi

Comparison: 6 similar vehicles

Chipley, FL

2011 Chevrolet Equinox LS

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

2011 Chevrolet Equinox LS

Chipley, FL

UnscoredInsufficient · 4
$7,495108,706 mi

Comparison: 4 similar vehicles

Chipley, FL

2016 Dodge Journey SXT

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

2016 Dodge Journey SXT

Chipley, FL

Unscored
$7,995144,157 mi

Comparison: 9 similar vehicles

Chipley, FL

2015 Hyundai Santa Fe GLS

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

2015 Hyundai Santa Fe GLS

Chipley, FL

UnscoredInsufficient · 4
$7,995163,458 mi

Comparison: 4 similar vehicles

Chipley, FL

2015 Kia Soul +

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

2015 Kia Soul +

Chipley, FL

Unscored
$7,995138,038 mi

Comparison: 14 similar vehicles

Chipley, FL

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Chipley, FL

Unscored
$7,995154,742 mi

Comparison: 25 similar vehicles

Chipley, FL

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Chipley, FL

Unscored
$7,995133,846 mi

Comparison: 11 similar vehicles

Chipley, FL

2012 Chrysler 300 Limited

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

2012 Chrysler 300 Limited

Chipley, FL

UnscoredInsufficient · 0
$7,995150,998 mi

Chipley, FL

2007 Chevrolet Tahoe LT

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

2007 Chevrolet Tahoe LT

Chipley, FL

Unscored
$7,995253,120 mi

Comparison: 8 similar vehicles

Chipley, FL

2007 Nissan Frontier SE

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

2007 Nissan Frontier SE

Chipley, FL

UnscoredInsufficient · 0
$7,995194,886 mi

Chipley, FL

2006 Chevrolet Silverado 1500 LT1

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

2006 Chevrolet Silverado 1500 LT1

Chipley, FL

UnscoredInsufficient · 4
$7,995271,293 mi

Comparison: 4 similar vehicles

Chipley, FL

2006 Toyota Avalon Limited

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

2006 Toyota Avalon Limited

Chipley, FL

UnscoredInsufficient · 3
$7,995227,276 mi

Comparison: 3 similar vehicles

Chipley, FL

2019 Kia Soul Base

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

2019 Kia Soul Base

Chipley, FL

Fair PriceModerate · 30
$8,495117,450 mi

Market: $4,999 – $17,225

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 100 days listed (based on current market benchmarks)

Chipley, FL

2017 Jeep Patriot Sport

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

2017 Jeep Patriot Sport

Chipley, FL

Unscored
$8,49597,921 mi

Comparison: 5 similar vehicles

Chipley, FL

2017 Ford Flex SEL

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

2017 Ford Flex SEL

Chipley, FL

UnscoredInsufficient · 0
$8,495181,620 mi

Chipley, FL

2015 Kia Soul +

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

2015 Kia Soul +

Chipley, FL

Fair PriceLimited · 14
$8,49594,806 mi

Market: $5,500 – $12,990

Comparison: 14 similar vehicles

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

Chipley, FL

2008 Ford F-150 XL

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

2008 Ford F-150 XL

Chipley, FL

Unscored
$8,495162,126 mi

Comparison: 23 similar vehicles

Chipley, FL

2008 Nissan Frontier SE

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

2008 Nissan Frontier SE

Chipley, FL

UnscoredInsufficient · 0
$8,495136,832 mi

Chipley, FL

2020 Chevrolet Trax LS

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

2020 Chevrolet Trax LS

Chipley, FL

Unscored
$8,995120,741 mi

Comparison: 16 similar vehicles

Chipley, FL

2016 Ford Escape Titanium

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

2016 Ford Escape Titanium

Chipley, FL

Unscored
$8,995143,853 mi

Comparison: 30 similar vehicles

Chipley, FL

2015 Ford Explorer Limited

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

2015 Ford Explorer Limited

Chipley, FL

Unscored
$8,995163,276 mi

Comparison: 29 similar vehicles

Chipley, FL

2013 Jeep Grand Cherokee Laredo

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

2013 Jeep Grand Cherokee Laredo

Chipley, FL

Unscored
$8,995138,815 mi

Comparison: 5 similar vehicles

Chipley, FL

2013 Ford F-150 XL

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

2013 Ford F-150 XL

Chipley, FL

UnscoredInsufficient · 4
$8,995234,300 mi

Comparison: 4 similar vehicles

Chipley, FL

2010 Nissan Frontier SE

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

2010 Nissan Frontier SE

Chipley, FL

UnscoredInsufficient · 0
$8,995159,737 mi

Chipley, FL

2019 Chevrolet Cruze LS

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

2019 Chevrolet Cruze LS

Chipley, FL

UnscoredInsufficient · 0
$9,995123,004 mi

Chipley, FL

2019 Chevrolet Equinox Premier

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

2019 Chevrolet Equinox Premier

Chipley, FL

Unscored
$9,995165,728 mi

Comparison: 9 similar vehicles

Chipley, FL

2018 Ford Taurus SE

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

2018 Ford Taurus SE

Chipley, FL

UnscoredInsufficient · 0
$9,995132,464 mi

Chipley, FL

2017 Ford Explorer Limited

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

2017 Ford Explorer Limited

Chipley, FL

Unscored
$9,995188,060 mi

Comparison: 43 similar vehicles

Chipley, FL

2017 Kia Soul +

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

2017 Kia Soul +

Chipley, FL

Fair PriceModerate · 23
$9,99594,384 mi

Market: $5,468 – $11,999

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 738 days listed (based on current market benchmarks)

Chipley, FL

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Chipley, FL

Unscored
$9,995151,275 mi

Comparison: 41 similar vehicles

Chipley, FL

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Chipley, FL

Unscored
$9,995157,107 mi

Comparison: 41 similar vehicles

Chipley, FL

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Chipley, FL

Fair PriceModerate · 26
$9,995112,450 mi

Market: $3,490 – $14,599

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 201 days listed (based on current market benchmarks)

Chipley, FL

2015 Dodge Durango SXT

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

2015 Dodge Durango SXT

Chipley, FL

UnscoredInsufficient · 0
$9,995148,460 mi

Chipley, FL

2015 Jeep Renegade Limited

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

2015 Jeep Renegade Limited

Chipley, FL

UnscoredInsufficient · 0
$9,99586,364 mi

Chipley, FL

2013 Ford F-150 XL

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

2013 Ford F-150 XL

Chipley, FL

UnscoredInsufficient · 4
$9,995195,789 mi

Comparison: 4 similar vehicles

Chipley, FL

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Chipley, FL

Unscored
$10,955152,836 mi

Comparison: 61 similar vehicles

Chipley, FL

2018 Ford Ecosport SES

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

2018 Ford Ecosport SES

Chipley, FL

UnscoredInsufficient · 3
$10,99597,903 mi

Comparison: 3 similar vehicles

Chipley, FL

2017 Ford Explorer Limited

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

2017 Ford Explorer Limited

Chipley, FL

Unscored
$10,995147,739 mi

Comparison: 43 similar vehicles

Chipley, FL

2017 Nissan Altima SR

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

2017 Nissan Altima SR

Chipley, FL

Unscored
$10,995137,685 mi

Comparison: 22 similar vehicles

Chipley, FL

2017 Nissan Altima SR

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

2017 Nissan Altima SR

Chipley, FL

Fair PriceModerate · 22
$10,99594,348 mi

Market: $4,995 – $14,590

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 191 days listed (based on current market benchmarks)

Chipley, FL

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

Chipley, FL

Unscored
$10,995135,932 mi

Comparison: 30 similar vehicles

Chipley, FL

2014 Chevrolet Silverado 1500 LT

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

2014 Chevrolet Silverado 1500 LT

Chipley, FL

UnscoredInsufficient · 3
$10,995318,513 mi

Comparison: 3 similar vehicles

Chipley, FL

2017 Ford Expedition Limited

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

2017 Ford Expedition Limited

Chipley, FL

Unscored
$11,500166,650 mi

Comparison: 42 similar vehicles

Chipley, FL

2020 Jeep Grand Cherokee Limited

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

2020 Jeep Grand Cherokee Limited

Chipley, FL

Unscored
$11,995138,544 mi

Comparison: 38 similar vehicles

Chipley, FL

2020 Nissan Frontier SV

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

2020 Nissan Frontier SV

Chipley, FL

Unscored
$11,995174,714 mi

Comparison: 12 similar vehicles

Chipley, FL

2020 Dodge Journey Crossroad

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

2020 Dodge Journey Crossroad

Chipley, FL

Fair PriceLimited · 13
$11,99595,528 mi

Market: $9,995 – $14,725

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 278 days listed (based on current market benchmarks)

Chipley, FL

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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