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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 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 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

7,722 listings found

2010 Ford Taurus Limited

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

2010 Ford Taurus Limited

Columbus, OH

UnscoredLimited · 10
$1,400Mileage not verified

Comparison: 10 similar vehicles

Columbus, OH

2009 Hyundai Elantra GLS

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

2009 Hyundai Elantra GLS

Columbus, OH

UnscoredLimited · 11
$1,650208,312 mi

Comparison: 11 similar vehicles

Columbus, OH

2013 Chevrolet Malibu 1LS

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

2013 Chevrolet Malibu 1LS

Columbus, OH

UnscoredRobust · 51
$1,700Mileage not verified

Comparison: 51 similar vehicles

Columbus, OH

2007 Honda Civic EX

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

2007 Honda Civic EX

Galloway, OH

UnscoredLimited · 16
$1,850305,898 mi

Comparison: 16 similar vehicles

Galloway, OH

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Columbus, OH

UnscoredLimited · 5
$1,950277,360 mi

Comparison: 5 similar vehicles

Columbus, OH

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Galloway, OH

UnscoredLimited · 12
$2,000262,518 mi

Comparison: 12 similar vehicles

Galloway, OH

2014 Chevrolet Malibu 1LS

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

2014 Chevrolet Malibu 1LS

Columbus, OH

UnscoredModerate · 30
$2,200Mileage not verified

Comparison: 30 similar vehicles

Columbus, OH

2005 Chrysler 300 C

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

2005 Chrysler 300 C

Columbus, OH

UnscoredLimited · 7
$2,397200,548 mi

Comparison: 7 similar vehicles

Columbus, OH

2015 Ford Fiesta SE

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

2015 Ford Fiesta SE

Grove City, OH

UnscoredModerate · 26
$2,400125,472 mi

Comparison: 26 similar vehicles

Grove City, OH

2013 Ford Taurus Limited

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

2013 Ford Taurus Limited

Columbus, OH

UnscoredModerate · 30
$2,450256,538 mi

Comparison: 30 similar vehicles

Columbus, OH

2011 Honda Accord EX-L

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

2011 Honda Accord EX-L

Grove City, OH

UnscoredModerate · 23
$2,500179,612 mi

Comparison: 23 similar vehicles

Grove City, OH

No Photo

2003 Acura TL Base

Columbus, OH

Salvage title
$2,500236,028 mi

Columbus, OH

No Photo

1998 Oldsmobile 88 LS

Marion, OH

UnscoredInsufficient · 0
$2,500Mileage not verified

Marion, OH

2012 Dodge Charger SXT

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

2012 Dodge Charger SXT

Columbus, OH

UnscoredInsufficient · 4
$2,600Mileage not verified

Comparison: 4 similar vehicles

Columbus, OH

2013 Ford Fiesta SE

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

2013 Ford Fiesta SE

Columbus, OH

UnscoredLimited · 19
$2,695203,050 mi

Comparison: 19 similar vehicles

Columbus, OH

2001 Honda Accord EX Leather

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

2001 Honda Accord EX Leather

Dayton, OH

UnscoredInsufficient · 0
$2,696243,550 mi

Dayton, OH

2013 Dodge Charger SE

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

2013 Dodge Charger SE

Columbus, OH

UnscoredModerate · 29
$2,700Mileage not verified

Comparison: 29 similar vehicles

Columbus, OH

2012 Chevrolet Malibu 1LT

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

2012 Chevrolet Malibu 1LT

Columbus, OH

UnscoredLimited · 5
$2,700125,643 mi

Comparison: 5 similar vehicles

Columbus, OH

2009 Hyundai Sonata GLS

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

2009 Hyundai Sonata GLS

Canal Winchester, OH

UnscoredInsufficient · 3
$2,795210,000 mi

Comparison: 3 similar vehicles

Canal Winchester, OH

2015 Nissan Sentra SR

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

2015 Nissan Sentra SR

Grove City, OH

UnscoredInsufficient · 4
$2,800130,277 mi

Comparison: 4 similar vehicles

Grove City, OH

1998 Dodge Stratus BASE

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

1998 Dodge Stratus BASE

Whitehall, OH

UnscoredInsufficient · 0
$2,898139,608 mi

Whitehall, OH

2011 Ford Fusion S

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

2011 Ford Fusion S

Dayton, OH

UnscoredInsufficient · 0
$2,899223,006 mi

Dayton, OH

2013 Cadillac ATS Standard

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

2013 Cadillac ATS Standard

Columbus, OH

UnscoredLimited · 5
$2,900Mileage not verified

Comparison: 5 similar vehicles

Columbus, OH

2001 Lexus LS 430

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

2001 Lexus LS 430

Columbus, OH

UnscoredInsufficient · 3
$2,963258,865 mi

Comparison: 3 similar vehicles

Columbus, OH

2015 Dodge Dart SXT

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

2015 Dodge Dart SXT

Fairborn, OH

UnscoredRobust · 51
$2,995163,250 mi

Comparison: 51 similar vehicles

Fairborn, OH

2009 Chevrolet Cobalt LT

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

2009 Chevrolet Cobalt LT

Dayton, OH

UnscoredInsufficient · 3
$2,995210,581 mi

Comparison: 3 similar vehicles

Dayton, OH

2008 Honda Civic EX

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

2008 Honda Civic EX

Columbus, OH

UnscoredInsufficient · 4
$2,995209,253 mi

Comparison: 4 similar vehicles

Columbus, OH

2008 Pontiac Grand Prix GP

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

2008 Pontiac Grand Prix GP

Brookville, OH

UnscoredInsufficient · 4
$2,995186,191 mi

Comparison: 4 similar vehicles

Brookville, OH

2003 Honda Civic LX

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

2003 Honda Civic LX

Troy, OH

UnscoredInsufficient · 3
$2,995285,409 mi

Comparison: 3 similar vehicles

Troy, OH

2010 Hyundai Elantra GLS

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

2010 Hyundai Elantra GLS

Columbus, OH

UnscoredModerate · 29
$2,999171,792 mi

Comparison: 29 similar vehicles

Columbus, OH

2009 Hyundai Sonata GLS

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

2009 Hyundai Sonata GLS

Pataskala, OH

UnscoredInsufficient · 3
$2,999249,212 mi

Comparison: 3 similar vehicles

Pataskala, OH

2008 Dodge Charger SE

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

2008 Dodge Charger SE

Columbus, OH

UnscoredLimited · 6
$2,999210,399 mi

Comparison: 6 similar vehicles

Columbus, OH

2012 Toyota Corolla LE

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

2012 Toyota Corolla LE

Galloway, OH

UnscoredInsufficient · 4
$3,000162,538 mi

Comparison: 4 similar vehicles

Galloway, OH

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Columbus, OH

UnscoredInsufficient · 4
$3,000207,593 mi

Comparison: 4 similar vehicles

Columbus, OH

2011 Ford Focus SE

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

2011 Ford Focus SE

Columbus, OH

UnscoredLimited · 11
$3,000191,121 mi

Comparison: 11 similar vehicles

Columbus, OH

2011 Hyundai Elantra GLS

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

2011 Hyundai Elantra GLS

Columbus, OH

UnscoredRobust · 59
$3,000193,974 mi

Comparison: 59 similar vehicles

Columbus, OH

2010 Honda Civic EX

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

2010 Honda Civic EX

Grove City, OH

UnscoredLimited · 11
$3,000174,278 mi

Comparison: 11 similar vehicles

Grove City, OH

2010 Honda Accord EX-L V6

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

2010 Honda Accord EX-L V6

Grove City, OH

UnscoredLimited · 6
$3,000148,685 mi

Comparison: 6 similar vehicles

Grove City, OH

2009 Ford Focus SE

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

2009 Ford Focus SE

Columbus, OH

UnscoredModerate · 20
$3,000137,753 mi

Comparison: 20 similar vehicles

Columbus, OH

2009 Toyota Corolla S

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

2009 Toyota Corolla S

Galloway, OH

UnscoredLimited · 13
$3,000183,083 mi

Comparison: 13 similar vehicles

Galloway, OH

2009 Toyota Camry XLE

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

2009 Toyota Camry XLE

Grove City, OH

UnscoredLimited · 5
$3,000159,643 mi

Comparison: 5 similar vehicles

Grove City, OH

2008 Volkswagen Passat Turbo

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

2008 Volkswagen Passat Turbo

Columbus, OH

UnscoredInsufficient · 0
$3,000114,700 mi

Columbus, OH

2007 Toyota Camry CE

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

2007 Toyota Camry CE

Grove City, OH

UnscoredInsufficient · 3
$3,000191,569 mi

Comparison: 3 similar vehicles

Grove City, OH

2014 Honda Civic LX

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

2014 Honda Civic LX

Grove City, OH

UnscoredModerate · 23
$3,200165,998 mi

Comparison: 23 similar vehicles

Grove City, OH

2013 Honda Civic EX

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

2013 Honda Civic EX

Grove City, OH

UnscoredLimited · 12
$3,200202,825 mi

Comparison: 12 similar vehicles

Grove City, OH

2012 Honda Civic EX-L

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

2012 Honda Civic EX-L

Grove City, OH

UnscoredInsufficient · 3
$3,200171,374 mi

Comparison: 3 similar vehicles

Grove City, OH

2012 Chevrolet Cruze LS

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

2012 Chevrolet Cruze LS

Columbus, OH

UnscoredRobust · 53
$3,200153,157 mi

Comparison: 53 similar vehicles

Columbus, OH

2011 Buick Regal CXL

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

2011 Buick Regal CXL

Sidney, OH

UnscoredModerate · 41
$3,277187,616 mi

Comparison: 41 similar vehicles

Sidney, OH

2007 Saturn Aura XE

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

2007 Saturn Aura XE

Columbus, OH

UnscoredInsufficient · 0
$3,288159,104 mi

Columbus, OH

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Columbus, OH

UnscoredLimited · 14
$3,300173,000 mi

Comparison: 14 similar vehicles

Columbus, OH

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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