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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 · October 30, 2026

6M+

Unique vehicles analyzed

as of October 29, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

8,228 listings found

2015 Ford Fiesta SE

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

2015 Ford Fiesta SE

Columbia, SC

Salvage title
$2,933209,011 mi

Columbia, SC

2011 Nissan Rogue S

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

2011 Nissan Rogue S

Columbia, SC

Unscored
$3,500165,175 mi

Comparison: 19 similar vehicles

Columbia, SC

2007 Cadillac DTS Luxury I

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

2007 Cadillac DTS Luxury I

Columbia, SC

Unscored
$3,995267,743 mi

Comparison: 6 similar vehicles

Columbia, SC

2019 Chevrolet Cruze LS

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

2019 Chevrolet Cruze LS

Columbia, SC

Unscored
$4,450156,824 mi

Comparison: 10 similar vehicles

Columbia, SC

2004 INFINITI FX35 Base

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

2004 INFINITI FX35 Base

Columbia, SC

UnscoredInsufficient · 0
$4,740Mileage not verified

Columbia, SC

2012 Mazda MAZDA3 i Sport

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

2012 Mazda MAZDA3 i Sport

Columbia, SC

UnscoredInsufficient · 0
$4,780151,559 mi

Columbia, SC

2017 Hyundai Elantra Limited

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

2017 Hyundai Elantra Limited

Columbia, SC

Unscored
$4,853180,452 mi

Comparison: 28 similar vehicles

Columbia, SC

2009 Ford Focus SE

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

2009 Ford Focus SE

Columbia, SC

Unscored
$4,995154,764 mi

Comparison: 6 similar vehicles

Columbia, SC

2017 Nissan Altima S

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

2017 Nissan Altima S

Columbia, SC

Unscored
$5,000172,550 mi

Comparison: 54 similar vehicles

Columbia, SC

2010 BMW 3 Series 328i

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

2010 BMW 3 Series 328i

Columbia, SC

Great DealLimited · 11
$5,22593,436 mi

Market: $7,700 – $9,995

Comparison: 11 similar vehicles

Competitively priced ~32% below the typical range compared to similar vehicles · 12 days listed (based on current market benchmarks)

Columbia, SC

2013 Nissan JUKE SL

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

2013 Nissan JUKE SL

Columbia, SC

Unscored
$5,450240,890 mi

Comparison: 13 similar vehicles

Columbia, SC

No Photo

2017 Nissan Versa Sedan SV

Columbia, SC

Unscored
$5,495141,331 mi

Comparison: 70 similar vehicles

Columbia, SC

No Photo

2016 Cadillac SRX Standard

Columbia, SC

UnscoredInsufficient · 0
$5,495250,122 mi

Columbia, SC

2019 Jeep Cherokee Latitude

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

2019 Jeep Cherokee Latitude

Columbia, SC

Unscored
$5,555246,150 mi

Comparison: 104 similar vehicles

Columbia, SC

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Columbia, SC

Unscored
$5,740195,230 mi

Comparison: 42 similar vehicles

Columbia, SC

2005 Lexus LS 430

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

2005 Lexus LS 430

Columbia, SC

Unscored
$5,740253,218 mi

Comparison: 6 similar vehicles

Columbia, SC

2011 Mitsubishi Endeavor LS

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

2011 Mitsubishi Endeavor LS

Columbia, SC

UnscoredInsufficient · 0
$5,750185,000 mi

Columbia, SC

2011 Toyota Sienna LE

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

2011 Toyota Sienna LE

Columbia, SC

Unscored
$5,755222,314 mi

Comparison: 15 similar vehicles

Columbia, SC

2007 Honda Accord 3.0 SE

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

2007 Honda Accord 3.0 SE

Columbia, SC

UnscoredInsufficient · 4
$5,950164,964 mi

Comparison: 4 similar vehicles

Columbia, SC

2011 Toyota Highlander Limited

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

2011 Toyota Highlander Limited

Columbia, SC

Unscored
$5,952232,240 mi

Comparison: 14 similar vehicles

Columbia, SC

2012 Hyundai Elantra GLS

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

2012 Hyundai Elantra GLS

Columbia, SC

Unscored
$5,995169,305 mi

Comparison: 15 similar vehicles

Columbia, SC

2012 Toyota Yaris Fleet

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

2012 Toyota Yaris Fleet

Columbia, SC

UnscoredInsufficient · 0
$5,995204,109 mi

Columbia, SC

No Photo

2011 Toyota Camry LE

Columbia, SC

UnscoredInsufficient · 4
$5,995322,558 mi

Comparison: 4 similar vehicles

Columbia, SC

2010 Hyundai Accent GLS

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

2010 Hyundai Accent GLS

Columbia, SC

UnscoredInsufficient · 0
$5,995145,966 mi

Columbia, SC

2007 Mercedes-Benz GL-Class GL450

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

2007 Mercedes-Benz GL-Class GL450

Columbia, SC

UnscoredInsufficient · 0
$5,995144,398 mi

Columbia, SC

2005 Volvo S80 2.5T AWD A

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

2005 Volvo S80 2.5T AWD A

Columbia, SC

UnscoredInsufficient · 0
$5,995121,313 mi

Columbia, SC

2004 Toyota Corolla CE

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

2004 Toyota Corolla CE

Columbia, SC

UnscoredInsufficient · 0
$5,995177,200 mi

Columbia, SC

2002 GMC Sierra 1500 Standard

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

2002 GMC Sierra 1500 Standard

Columbia, SC

UnscoredInsufficient · 0
$5,995Mileage not verified

Columbia, SC

2015 Dodge Dart SXT

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

2015 Dodge Dart SXT

Columbia, SC

Unscored
$5,999130,477 mi

Comparison: 17 similar vehicles

Columbia, SC

2015 Chevrolet Cruze LS

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

2015 Chevrolet Cruze LS

Columbia, SC

Unscored
$5,999170,917 mi

Comparison: 7 similar vehicles

Columbia, SC

2011 Ford Fusion SE

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

2011 Ford Fusion SE

Columbia, SC

Unscored
$5,999210,355 mi

Comparison: 26 similar vehicles

Columbia, SC

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Columbia, SC

Unscored
$5,999134,384 mi

Comparison: 23 similar vehicles

Columbia, SC

2009 Honda Accord EX-L

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

2009 Honda Accord EX-L

Columbia, SC

UnscoredInsufficient · 3
$5,999250,000 mi

Comparison: 3 similar vehicles

Columbia, SC

2018 Volkswagen Tiguan SE

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

2018 Volkswagen Tiguan SE

Columbia, SC

Unscored
$6,000187,198 mi

Comparison: 16 similar vehicles

Columbia, SC

2007 Ford Explorer XLT

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

2007 Ford Explorer XLT

Columbia, SC

Unscored
$6,000185,800 mi

Comparison: 8 similar vehicles

Columbia, SC

2015 Nissan LEAF S

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

2015 Nissan LEAF S

Columbia, SC

Unscored
$6,08971,769 mi

Comparison: 7 similar vehicles

Columbia, SC

2015 Ford Fusion Energi Titanium

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

2015 Ford Fusion Energi Titanium

Columbia, SC

UnscoredInsufficient · 0
$6,399167,236 mi

Columbia, SC

2012 Dodge Grand Caravan SE

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

2012 Dodge Grand Caravan SE

Columbia, SC

Unscored
$6,450142,058 mi

Comparison: 7 similar vehicles

Columbia, SC

2006 BMW 3 Series 330i

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

2006 BMW 3 Series 330i

Columbia, SC

Unscored
$6,45089,887 mi

Comparison: 5 similar vehicles

Columbia, SC

No Photo

2015 Audi Q7 Premium Plus

Columbia, SC

Unscored
$6,495156,077 mi

Comparison: 14 similar vehicles

Columbia, SC

2007 Chevrolet Avalanche LS

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

2007 Chevrolet Avalanche LS

Columbia, SC

UnscoredInsufficient · 4
$6,495160,296 mi

Comparison: 4 similar vehicles

Columbia, SC

2009 Chevrolet Tahoe LTZ

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

2009 Chevrolet Tahoe LTZ

Columbia, SC

UnscoredInsufficient · 0
$6,500222,850 mi

Columbia, SC

2004 Lexus RX 330

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

2004 Lexus RX 330

Columbia, SC

Unscored
$6,740126,508 mi

Comparison: 15 similar vehicles

Columbia, SC

2014 Toyota Camry L

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

2014 Toyota Camry L

Columbia, SC

Unscored
$6,755136,113 mi

Comparison: 37 similar vehicles

Columbia, SC

2013 Toyota Avalon XLE Touring

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

2013 Toyota Avalon XLE Touring

Columbia, SC

Unscored
$6,800184,519 mi

Comparison: 41 similar vehicles

Columbia, SC

2001 BMW Z3 2.5

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

2001 BMW Z3 2.5

Columbia, SC

UnscoredInsufficient · 0
$6,990149,976 mi

Columbia, SC

2016 Chevrolet Malibu 1LT

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

2016 Chevrolet Malibu 1LT

Columbia, SC

UnscoredInsufficient · 4
$6,995140,554 mi

Comparison: 4 similar vehicles

Columbia, SC

No Photo

2014 Hyundai Elantra Coupe Base

Columbia, SC

UnscoredInsufficient · 0
$6,995114,835 mi

Columbia, SC

2013 Ford Mustang V6 Premium

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

2013 Ford Mustang V6 Premium

Columbia, SC

UnscoredInsufficient · 3
$6,995185,682 mi

Comparison: 3 similar vehicles

Columbia, SC

2011 GMC Terrain SLE-1

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

2011 GMC Terrain SLE-1

Columbia, SC

UnscoredInsufficient · 0
$6,995126,840 mi

Columbia, SC

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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