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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

4,382 listings found

2007 Ford Taurus SE

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

2007 Ford Taurus SE

Fort Pierce, FL

UnscoredInsufficient · 0
$1,999213,312 mi

Fort Pierce, FL

2007 Mazda MAZDA6 i

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

2007 Mazda MAZDA6 i

West Palm Beach, FL

UnscoredInsufficient · 0
$2,000190,681 mi

West Palm Beach, FL

2011 Nissan Maxima SV

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

2011 Nissan Maxima SV

Lake Worth Beach, FL

UnscoredInsufficient · 0
$2,300121,212 mi

Lake Worth Beach, FL

2006 Nissan Maxima SE

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

2006 Nissan Maxima SE

Belle Glade, FL

UnscoredInsufficient · 0
$2,368158,104 mi

Belle Glade, FL

2014 Hyundai Sonata GLS

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

2014 Hyundai Sonata GLS

West Palm Beach, FL

UnscoredLimited · 6
$2,495200,000 mi

Comparison: 6 similar vehicles

West Palm Beach, FL

2006 Toyota Avalon Limited

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

2006 Toyota Avalon Limited

Port St. Lucie, FL

UnscoredInsufficient · 3
$2,495234,494 mi

Comparison: 3 similar vehicles

Port St. Lucie, FL

2013 Chevrolet Cruze LS

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

2013 Chevrolet Cruze LS

Fort Pierce, FL

UnscoredLimited · 17
$2,499Mileage not verified

Comparison: 17 similar vehicles

Fort Pierce, FL

2010 Buick LaCrosse CXL

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

2010 Buick LaCrosse CXL

Fort Pierce, FL

UnscoredLimited · 9
$2,499173,263 mi

Comparison: 9 similar vehicles

Fort Pierce, FL

No Photo

2009 Nissan Altima S

Fort Pierce, FL

UnscoredLimited · 17
$2,499198,545 mi

Comparison: 17 similar vehicles

Fort Pierce, FL

No Photo

2008 Honda Accord EX-L V6

Fort Pierce, FL

UnscoredLimited · 6
$2,700300,000 mi

Comparison: 6 similar vehicles

Fort Pierce, FL

2014 Hyundai Sonata SE

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

2014 Hyundai Sonata SE

West Palm Beach, FL

UnscoredLimited · 5
$2,900161,524 mi

Comparison: 5 similar vehicles

West Palm Beach, FL

2002 Toyota Corolla LE

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

2002 Toyota Corolla LE

Fort Pierce, FL

UnscoredInsufficient · 0
$2,950144,000 mi

Fort Pierce, FL

2013 Hyundai Sonata Limited

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

2013 Hyundai Sonata Limited

North Palm Beach, FL

UnscoredLimited · 19
$2,972171,825 mi

Comparison: 19 similar vehicles

North Palm Beach, FL

2003 Toyota Camry LE

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

2003 Toyota Camry LE

North Palm Beach, FL

UnscoredLimited · 13
$2,972173,532 mi

Comparison: 13 similar vehicles

North Palm Beach, FL

No Photo

2012 Hyundai Genesis 5.0 R-Spec

Fort Pierce, FL

UnscoredInsufficient · 4
$2,999180,065 mi

Comparison: 4 similar vehicles

Fort Pierce, FL

2011 Nissan Sentra S

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

2011 Nissan Sentra S

Fort Pierce, FL

UnscoredLimited · 6
$2,999229,427 mi

Comparison: 6 similar vehicles

Fort Pierce, FL

2009 Lincoln Town Car Signature Limited

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

2009 Lincoln Town Car Signature Limited

Fort Pierce, FL

UnscoredInsufficient · 0
$2,999185,345 mi

Fort Pierce, FL

2001 Chrysler Sebring LX

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

2001 Chrysler Sebring LX

Fort Pierce, FL

UnscoredInsufficient · 0
$2,99980,252 mi

Fort Pierce, FL

No Photo

2000 Toyota Avalon XL

Fort Pierce, FL

UnscoredInsufficient · 0
$2,999217,057 mi

Fort Pierce, FL

No Photo

1999 Toyota Corolla CE

Fort Pierce, FL

UnscoredInsufficient · 0
$2,999140,956 mi

Fort Pierce, FL

No Photo

1999 Honda Accord EX

Fort Pierce, FL

UnscoredInsufficient · 0
$2,999189,940 mi

Fort Pierce, FL

2014 Nissan Versa Sedan SL

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

2014 Nissan Versa Sedan SL

West Palm Beach, FL

UnscoredInsufficient · 0
$3,000148,372 mi

West Palm Beach, FL

2013 Kia Optima SX

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

2013 Kia Optima SX

West Palm Beach, FL

UnscoredLimited · 10
$3,000161,613 mi

Comparison: 10 similar vehicles

West Palm Beach, FL

2007 Chrysler 300 Touring

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

2007 Chrysler 300 Touring

West Palm Beach, FL

UnscoredInsufficient · 0
$3,000220,951 mi

West Palm Beach, FL

2003 Nissan Altima SL

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

2003 Nissan Altima SL

West Palm Beach, FL

UnscoredInsufficient · 0
$3,128159,890 mi

West Palm Beach, FL

2008 Toyota Corolla CE

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

2008 Toyota Corolla CE

West Palm Beach, FL

UnscoredInsufficient · 3
$3,400178,449 mi

Comparison: 3 similar vehicles

West Palm Beach, FL

2000 Buick LeSabre CUSTOM

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

2000 Buick LeSabre CUSTOM

North Palm Beach, FL

UnscoredInsufficient · 0
$3,44935,643 mi

North Palm Beach, FL

2010 Chevrolet Impala Police Sedan

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

2010 Chevrolet Impala Police Sedan

Belle Glade, FL

UnscoredInsufficient · 0
$3,452172,235 mi

Belle Glade, FL

2007 Hyundai Sonata SE

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

2007 Hyundai Sonata SE

Okeechobee, FL

UnscoredInsufficient · 0
$3,495168,438 mi

Okeechobee, FL

2005 Toyota Avalon XL

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

2005 Toyota Avalon XL

West Palm Beach, FL

UnscoredInsufficient · 0
$3,495165,000 mi

West Palm Beach, FL

No Photo

2013 Mazda MAZDA3 i SV

Fort Pierce, FL

UnscoredLimited · 7
$3,499186,278 mi

Comparison: 7 similar vehicles

Fort Pierce, FL

2011 Kia Forte LX

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

2011 Kia Forte LX

West Palm Beach, FL

UnscoredInsufficient · 0
$3,499214,143 mi

West Palm Beach, FL

No Photo

2007 Honda Civic LX

Fort Pierce, FL

Fair PriceLimited · 15
$3,499Mileage not verified

Market: $1,995 – $8,294

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Fort Pierce, FL

No Photo

2005 Buick LaCrosse CX

Fort Pierce, FL

UnscoredInsufficient · 0
$3,49971,664 mi

Fort Pierce, FL

2010 Nissan Altima S

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

2010 Nissan Altima S

Palm City, FL

UnscoredModerate · 23
$3,500157,000 mi

Comparison: 23 similar vehicles

Palm City, FL

2008 Ford Focus SE

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

2008 Ford Focus SE

Fort Pierce, FL

UnscoredLimited · 10
$3,500182,377 mi

Comparison: 10 similar vehicles

Fort Pierce, FL

2005 Mercedes-Benz C-Class C240 4Matic

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

2005 Mercedes-Benz C-Class C240 4Matic

Fort Pierce, FL

UnscoredInsufficient · 0
$3,500108,367 mi

Fort Pierce, FL

2012 Honda Accord LX

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

2012 Honda Accord LX

Vero Beach, FL

UnscoredModerate · 23
$3,505306,610 mi

Comparison: 23 similar vehicles

Vero Beach, FL

2005 Kia Spectra LX

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

2005 Kia Spectra LX

Fort Pierce, FL

UnscoredInsufficient · 0
$3,700144,000 mi

Fort Pierce, FL

2010 Mazda MAZDA3 i Sport

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

2010 Mazda MAZDA3 i Sport

Port St. Lucie, FL

UnscoredInsufficient · 4
$3,795130,585 mi

Comparison: 4 similar vehicles

Port St. Lucie, FL

2014 Chrysler 300 Base

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

2014 Chrysler 300 Base

West Palm Beach, FL

UnscoredLimited · 13
$3,800186,356 mi

Comparison: 13 similar vehicles

West Palm Beach, FL

2013 Mazda MAZDA6 i Touring

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

2013 Mazda MAZDA6 i Touring

West Palm Beach, FL

UnscoredInsufficient · 0
$3,800139,845 mi

West Palm Beach, FL

2017 Nissan Sentra SV

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

2017 Nissan Sentra SV

Lake Park, FL

UnscoredLimited · 14
$3,807131,980 mi

Comparison: 14 similar vehicles

Lake Park, FL

2004 Volvo S60 2.5T

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

2004 Volvo S60 2.5T

Okeechobee, FL

UnscoredInsufficient · 0
$3,995145,000 mi

Okeechobee, FL

2014 Nissan Maxima SV

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

2014 Nissan Maxima SV

Stuart, FL

Salvage title
$3,999162,160 mi

Stuart, FL

2013 Nissan Altima Sedan SL

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

2013 Nissan Altima Sedan SL

Fort Pierce, FL

UnscoredModerate · 24
$3,999150,113 mi

Comparison: 24 similar vehicles

Fort Pierce, FL

No Photo

2012 Chevrolet Cruze ECO

Fort Pierce, FL

UnscoredLimited · 6
$3,999122,034 mi

Comparison: 6 similar vehicles

Fort Pierce, FL

2011 Chevrolet Cruze LS

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

2011 Chevrolet Cruze LS

Belle Glade, FL

UnscoredInsufficient · 3
$3,999139,398 mi

Comparison: 3 similar vehicles

Belle Glade, FL

No Photo

2011 Ford Fusion SE

Fort Pierce, FL

UnscoredLimited · 6
$3,999124,678 mi

Comparison: 6 similar vehicles

Fort Pierce, FL

2011 Hyundai Sonata Limited

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

2011 Hyundai Sonata Limited

West Palm Beach, FL

Salvage title
$3,999117,404 mi

West Palm Beach, FL

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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