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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

143 listings found

2005 Ford Freestar SES

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

2005 Ford Freestar SES

Mount Holly, NC

UnscoredInsufficient · 0
$2,500270,800 mi

Mount Holly, NC

2006 Buick LaCrosse CXL

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

2006 Buick LaCrosse CXL

Mount Holly, NC

UnscoredInsufficient · 3
$3,000141,413 mi

Comparison: 3 similar vehicles

Mount Holly, NC

2010 Chevrolet Impala LT

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

2010 Chevrolet Impala LT

Mount Holly, NC

Unscored
$3,500175,753 mi

Comparison: 8 similar vehicles

Mount Holly, NC

No Photo

2008 Hyundai Sonata SE

Mount Holly, NC

UnscoredInsufficient · 0
$3,625170,226 mi

Mount Holly, NC

2013 Buick Enclave Premium

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

2013 Buick Enclave Premium

Mount Holly, NC

UnscoredInsufficient · 0
$4,495117,978 mi

Mount Holly, NC

2015 Dodge Dart GT

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

2015 Dodge Dart GT

Mount Holly, NC

Unscored
$4,625210,037 mi

Comparison: 8 similar vehicles

Mount Holly, NC

2011 Ford Taurus SEL

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

2011 Ford Taurus SEL

Mount Holly, NC

Unscored
$4,800157,457 mi

Comparison: 7 similar vehicles

Mount Holly, NC

2008 Toyota Sienna CE

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

2008 Toyota Sienna CE

Mount Holly, NC

Unscored
$5,100211,928 mi

Comparison: 8 similar vehicles

Mount Holly, NC

2010 Subaru Forester X Premium

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

2010 Subaru Forester X Premium

Mount Holly, NC

Salvage title
$5,200158,251 mi

Mount Holly, NC

2008 Cadillac CTS 3.6

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

2008 Cadillac CTS 3.6

Mount Holly, NC

Unscored
$5,375106,205 mi

Comparison: 8 similar vehicles

Mount Holly, NC

2013 Buick Encore Leather

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

2013 Buick Encore Leather

Mount Holly, NC

UnscoredInsufficient · 4
$5,800166,027 mi

Comparison: 4 similar vehicles

Mount Holly, NC

2014 Hyundai Elantra SE

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

2014 Hyundai Elantra SE

Mount Holly, NC

Salvage title
$6,000117,586 mi

Mount Holly, NC

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Mount Holly, NC

Unscored
$6,500122,877 mi

Comparison: 6 similar vehicles

Mount Holly, NC

2008 GMC Savana Cargo Base

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

2008 GMC Savana Cargo Base

Mount Holly, NC

UnscoredInsufficient · 0
$6,500101,509 mi

Mount Holly, NC

2017 Subaru Outback Premium

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

2017 Subaru Outback Premium

Mount Holly, NC

Unscored
$6,800178,958 mi

Comparison: 5 similar vehicles

Mount Holly, NC

2014 Nissan Altima S

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

2014 Nissan Altima S

Mount Holly, NC

Salvage title
$6,995107,720 mi

Mount Holly, NC

2007 Toyota Sienna Limited

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

2007 Toyota Sienna Limited

Mount Holly, NC

UnscoredInsufficient · 0
$6,999214,121 mi

Mount Holly, NC

2014 INFINITI Q50 Base

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

2014 INFINITI Q50 Base

Mount Holly, NC

UnscoredInsufficient · 0
$7,100146,551 mi

Mount Holly, NC

2007 Lexus RX 350

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

2007 Lexus RX 350

Mount Holly, NC

Unscored
$7,499207,552 mi

Comparison: 17 similar vehicles

Mount Holly, NC

2016 Chevrolet Cruze Limited LS

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

2016 Chevrolet Cruze Limited LS

Mount Holly, NC

Unscored
$7,650124,020 mi

Comparison: 13 similar vehicles

Mount Holly, NC

2010 Subaru Forester X Limited

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

2010 Subaru Forester X Limited

Mount Holly, NC

Salvage title
$7,800132,031 mi

Mount Holly, NC

2016 Nissan Altima S

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

2016 Nissan Altima S

Mount Holly, NC

Unscored
$7,99597,760 mi

Comparison: 5 similar vehicles

Mount Holly, NC

2015 Nissan Altima SL

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

2015 Nissan Altima SL

Mount Holly, NC

Unscored
$7,995117,600 mi

Comparison: 7 similar vehicles

Mount Holly, NC

2006 Lexus LS 430

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

2006 Lexus LS 430

Mount Holly, NC

Unscored
$7,999223,205 mi

Comparison: 6 similar vehicles

Mount Holly, NC

2016 Ford Edge SE

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

2016 Ford Edge SE

Mount Holly, NC

Unscored
$8,000109,983 mi

Comparison: 5 similar vehicles

Mount Holly, NC

2016 Hyundai Azera Limited

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

2016 Hyundai Azera Limited

Mount Holly, NC

UnscoredInsufficient · 0
$8,000153,022 mi

Mount Holly, NC

2015 Jeep Grand Cherokee Laredo E

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

2015 Jeep Grand Cherokee Laredo E

Mount Holly, NC

Salvage title
$8,000159,500 mi

Mount Holly, NC

2010 Ford F-150 FX4

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

2010 Ford F-150 FX4

Mount Holly, NC

Salvage title
$8,000166,245 mi

Mount Holly, NC

2010 Toyota Prius II

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

2010 Toyota Prius II

Mount Holly, NC

Salvage title
$8,000112,050 mi

Mount Holly, NC

2009 BMW 7 Series 750i

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

2009 BMW 7 Series 750i

Mount Holly, NC

UnscoredInsufficient · 4
$8,000113,033 mi

Comparison: 4 similar vehicles

Mount Holly, NC

2005 Toyota Sequoia SR5

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

2005 Toyota Sequoia SR5

Mount Holly, NC

UnscoredInsufficient · 0
$8,000225,121 mi

Mount Holly, NC

2010 Acura RDX Technology Package

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

2010 Acura RDX Technology Package

Mount Holly, NC

Unscored
$8,120162,771 mi

Comparison: 18 similar vehicles

Mount Holly, NC

2016 Kia Sportage LX

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

2016 Kia Sportage LX

Mount Holly, NC

Unscored
$8,200122,946 mi

Comparison: 10 similar vehicles

Mount Holly, NC

2017 Lincoln MKZ Select

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

2017 Lincoln MKZ Select

Mount Holly, NC

Great DealLimited · 10
$8,995113,000 mi

Market: $11,799 – $19,295

Comparison: 10 similar vehicles

Competitively priced ~24% below the typical range compared to similar vehicles · 115 days listed (based on current market benchmarks)

Mount Holly, NC

2018 Hyundai Elantra SEL

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

2018 Hyundai Elantra SEL

Mount Holly, NC

Salvage title
$8,99979,076 mi

Mount Holly, NC

2006 Toyota 4Runner SR5

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

2006 Toyota 4Runner SR5

Mount Holly, NC

Unscored
$8,999274,781 mi

Comparison: 10 similar vehicles

Mount Holly, NC

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Mount Holly, NC

Unscored
$9,00078,173 mi

Comparison: 5 similar vehicles

Mount Holly, NC

2009 Toyota Highlander Limited

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

2009 Toyota Highlander Limited

Mount Holly, NC

Unscored
$9,499207,026 mi

Comparison: 17 similar vehicles

Mount Holly, NC

2014 Mazda MAZDA3 i Grand Touring

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

2014 Mazda MAZDA3 i Grand Touring

Mount Holly, NC

UnscoredInsufficient · 0
$9,625148,942 mi

Mount Holly, NC

2019 Ford Fiesta SE

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

2019 Ford Fiesta SE

Mount Holly, NC

Fair PriceLimited · 15
$9,72086,548 mi

Market: $6,095 – $12,990

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 587 days listed (based on current market benchmarks)

Mount Holly, NC

2007 Toyota Tundra SR5

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

2007 Toyota Tundra SR5

Mount Holly, NC

Unscored
$9,891199,966 mi

Comparison: 21 similar vehicles

Mount Holly, NC

2019 Hyundai Elantra Limited

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

2019 Hyundai Elantra Limited

Mount Holly, NC

Salvage title
$9,995102,380 mi

Mount Holly, NC

2016 Nissan Maxima Platinum

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

2016 Nissan Maxima Platinum

Mount Holly, NC

Salvage title
$9,995135,698 mi

Mount Holly, NC

2008 Toyota Sequoia Platinum

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

2008 Toyota Sequoia Platinum

Mount Holly, NC

UnscoredInsufficient · 4
$9,999260,226 mi

Comparison: 4 similar vehicles

Mount Holly, NC

2006 Toyota 4Runner Sport

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

2006 Toyota 4Runner Sport

Mount Holly, NC

Unscored
$9,999184,501 mi

Comparison: 6 similar vehicles

Mount Holly, NC

2005 Lexus LS 430

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

2005 Lexus LS 430

Mount Holly, NC

Unscored
$9,999171,982 mi

Comparison: 8 similar vehicles

Mount Holly, NC

2015 BMW 4 Series 428i

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

2015 BMW 4 Series 428i

Mount Holly, NC

Unscored
$10,000122,413 mi

Comparison: 6 similar vehicles

Mount Holly, NC

2014 Chevrolet Impala 2FL

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

2014 Chevrolet Impala 2FL

Mount Holly, NC

Unscored
$10,120169,731 mi

Comparison: 8 similar vehicles

Mount Holly, NC

2008 Toyota Highlander Limited

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

2008 Toyota Highlander Limited

Mount Holly, NC

Unscored
$10,120152,285 mi

Comparison: 16 similar vehicles

Mount Holly, NC

2011 Honda Accord EX-L V6

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

2011 Honda Accord EX-L V6

Mount Holly, NC

Fair PriceLimited · 18
$10,500105,400 mi

Market: $6,495 – $12,500

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Mount Holly, NC

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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