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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 8, 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

183 listings found

2006 Mercedes-Benz E-Class E350

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

2006 Mercedes-Benz E-Class E350

Port Orange, FL

Unscored
$2,500178,100 mi

Comparison: 7 similar vehicles

Port Orange, FL

2014 Chevrolet Sonic LT

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

2014 Chevrolet Sonic LT

Port Orange, FL

Unscored
$2,995195,934 mi

Comparison: 23 similar vehicles

Port Orange, FL

2002 Isuzu Rodeo LS

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

2002 Isuzu Rodeo LS

Port Orange, FL

UnscoredInsufficient · 0
$2,995172,000 mi

Port Orange, FL

2006 Toyota Camry Solara SE

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

2006 Toyota Camry Solara SE

Port Orange, FL

UnscoredInsufficient · 4
$2,999260,510 mi

Comparison: 4 similar vehicles

Port Orange, FL

2012 Buick Enclave Leather

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

2012 Buick Enclave Leather

Port Orange, FL

Unscored
$3,300291,678 mi

Comparison: 18 similar vehicles

Port Orange, FL

2006 Kia Sedona EX

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

2006 Kia Sedona EX

Port Orange, FL

UnscoredInsufficient · 0
$3,500236,870 mi

Port Orange, FL

1994 Jeep Wrangler / YJ

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

1994 Jeep Wrangler / YJ

Port Orange, FL

UnscoredInsufficient · 0
$3,995Mileage not verified

Port Orange, FL

2006 Honda CR-V LX

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

2006 Honda CR-V LX

Port Orange, FL

UnscoredInsufficient · 3
$4,500236,700 mi

Comparison: 3 similar vehicles

Port Orange, FL

2008 Chevrolet HHR LT

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

2008 Chevrolet HHR LT

Port Orange, FL

UnscoredInsufficient · 3
$4,995156,072 mi

Comparison: 3 similar vehicles

Port Orange, FL

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Port Orange, FL

UnscoredInsufficient · 3
$4,999127,543 mi

Comparison: 3 similar vehicles

Port Orange, FL

2015 Ford Focus SE

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

2015 Ford Focus SE

Port Orange, FL

Fair PriceModerate · 37
$4,999114,516 mi

Market: $3,500 – $10,393

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 853 days listed (based on current market benchmarks)

Port Orange, FL

2012 Chevrolet Cruze 1FL

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

2012 Chevrolet Cruze 1FL

Port Orange, FL

UnscoredInsufficient · 0
$4,999130,500 mi

Port Orange, FL

2012 Toyota Camry SE

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

2012 Toyota Camry SE

Port Orange, FL

Unscored
$5,400222,509 mi

Comparison: 44 similar vehicles

Port Orange, FL

2011 Chevrolet Cruze 2LT

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

2011 Chevrolet Cruze 2LT

Port Orange, FL

UnscoredInsufficient · 0
$5,490157,048 mi

Port Orange, FL

2015 Ford Focus SE

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

2015 Ford Focus SE

Port Orange, FL

Unscored
$5,499120,861 mi

Comparison: 37 similar vehicles

Port Orange, FL

2012 Chevrolet Cruze LTZ

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

2012 Chevrolet Cruze LTZ

Port Orange, FL

Unscored
$5,499100,216 mi

Comparison: 6 similar vehicles

Port Orange, FL

2012 Volkswagen GTI Base

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

2012 Volkswagen GTI Base

Port Orange, FL

UnscoredInsufficient · 3
$5,499126,665 mi

Comparison: 3 similar vehicles

Port Orange, FL

2014 Nissan Sentra SV

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

2014 Nissan Sentra SV

Port Orange, FL

Unscored
$5,500190,904 mi

Comparison: 22 similar vehicles

Port Orange, FL

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Port Orange, FL

Unscored
$5,500175,033 mi

Comparison: 5 similar vehicles

Port Orange, FL

2010 Honda Accord Crosstour EX-L V6

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

2010 Honda Accord Crosstour EX-L V6

Port Orange, FL

Unscored
$5,500243,207 mi

Comparison: 5 similar vehicles

Port Orange, FL

2006 Mercedes-Benz C-Class C230 Sport

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

2006 Mercedes-Benz C-Class C230 Sport

Port Orange, FL

UnscoredInsufficient · 3
$5,500131,299 mi

Comparison: 3 similar vehicles

Port Orange, FL

2005 Toyota Sienna XLE Limited

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

2005 Toyota Sienna XLE Limited

Port Orange, FL

UnscoredInsufficient · 0
$5,500197,810 mi

Port Orange, FL

2013 Subaru Legacy I Limited

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

2013 Subaru Legacy I Limited

Port Orange, FL

UnscoredInsufficient · 0
$5,795117,351 mi

Port Orange, FL

2012 Honda Pilot EX

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

2012 Honda Pilot EX

Port Orange, FL

UnscoredInsufficient · 0
$5,990221,429 mi

Port Orange, FL

2012 Ford Transit Connect XLT

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

2012 Ford Transit Connect XLT

Port Orange, FL

UnscoredInsufficient · 4
$5,995132,000 mi

Comparison: 4 similar vehicles

Port Orange, FL

2008 Ford Edge Limited

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

2008 Ford Edge Limited

Port Orange, FL

UnscoredInsufficient · 4
$5,995118,059 mi

Comparison: 4 similar vehicles

Port Orange, FL

2014 Kia Forte LX

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

2014 Kia Forte LX

Port Orange, FL

Fair PriceLimited · 11
$5,99989,677 mi

Market: $3,000 – $8,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 150 days listed (based on current market benchmarks)

Port Orange, FL

2012 Audi Q5 Premium Plus

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

2012 Audi Q5 Premium Plus

Port Orange, FL

UnscoredInsufficient · 3
$5,999113,231 mi

Comparison: 3 similar vehicles

Port Orange, FL

2012 Mercedes-Benz C-Class C250 Sport

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

2012 Mercedes-Benz C-Class C250 Sport

Port Orange, FL

Great DealModerate · 28
$5,999114,988 mi

Market: $6,987 – $10,000

Comparison: 28 similar vehicles

Competitively priced ~14% below the typical range compared to similar vehicles · 144 days listed (based on current market benchmarks)

Port Orange, FL

2011 Mercedes-Benz E-Class E550 Luxury

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

2011 Mercedes-Benz E-Class E550 Luxury

Port Orange, FL

UnscoredInsufficient · 0
$5,999144,320 mi

Port Orange, FL

2006 BMW 3 Series 325i

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

2006 BMW 3 Series 325i

Port Orange, FL

Unscored
$5,999101,710 mi

Comparison: 9 similar vehicles

Port Orange, FL

2010 Mercedes-Benz GLK-Class GLK350

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

2010 Mercedes-Benz GLK-Class GLK350

Port Orange, FL

Unscored
$6,490192,344 mi

Comparison: 12 similar vehicles

Port Orange, FL

2009 Chrysler 300 LX

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

2009 Chrysler 300 LX

Port Orange, FL

UnscoredInsufficient · 0
$6,49591,006 mi

Port Orange, FL

2016 Mazda CX-5 Sport

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

2016 Mazda CX-5 Sport

Port Orange, FL

Unscored
$6,499181,832 mi

Comparison: 8 similar vehicles

Port Orange, FL

2013 Volkswagen Jetta SE

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

2013 Volkswagen Jetta SE

Port Orange, FL

Fair PriceModerate · 20
$6,49987,368 mi

Market: $2,500 – $7,319

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 271 days listed (based on current market benchmarks)

Port Orange, FL

2004 BMW 3 Series 325

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

2004 BMW 3 Series 325

Port Orange, FL

UnscoredInsufficient · 4
$6,49992,410 mi

Comparison: 4 similar vehicles

Port Orange, FL

2014 Chrysler Town & Country Touring

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

2014 Chrysler Town & Country Touring

Port Orange, FL

Unscored
$6,500135,491 mi

Comparison: 34 similar vehicles

Port Orange, FL

2007 Nissan Frontier LE

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

2007 Nissan Frontier LE

Port Orange, FL

Unscored
$6,500228,888 mi

Comparison: 5 similar vehicles

Port Orange, FL

2007 Audi A4 Base

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

2007 Audi A4 Base

Port Orange, FL

UnscoredInsufficient · 4
$6,500109,815 mi

Comparison: 4 similar vehicles

Port Orange, FL

2016 Chevrolet Trax LS

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

2016 Chevrolet Trax LS

Port Orange, FL

Unscored
$6,90091,332 mi

Comparison: 6 similar vehicles

Port Orange, FL

2013 Chrysler Town & Country Limited

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

2013 Chrysler Town & Country Limited

Port Orange, FL

UnscoredInsufficient · 0
$6,900158,457 mi

Port Orange, FL

2013 Volvo XC60 3.2 Platinum

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

2013 Volvo XC60 3.2 Platinum

Port Orange, FL

UnscoredInsufficient · 0
$6,900169,477 mi

Port Orange, FL

2008 MINI Cooper Base

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

2008 MINI Cooper Base

Port Orange, FL

Unscored
$6,90085,346 mi

Comparison: 6 similar vehicles

Port Orange, FL

2010 Volkswagen New Beetle Base

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

2010 Volkswagen New Beetle Base

Port Orange, FL

UnscoredInsufficient · 0
$6,950107,156 mi

Port Orange, FL

2015 Hyundai Elantra SE

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

2015 Hyundai Elantra SE

Port Orange, FL

UnscoredInsufficient · 4
$6,990129,401 mi

Comparison: 4 similar vehicles

Port Orange, FL

2011 Ford Explorer XLT

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

2011 Ford Explorer XLT

Port Orange, FL

Unscored
$6,990125,363 mi

Comparison: 10 similar vehicles

Port Orange, FL

2010 Dodge Challenger SE

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

2010 Dodge Challenger SE

Port Orange, FL

UnscoredInsufficient · 4
$6,990172,015 mi

Comparison: 4 similar vehicles

Port Orange, FL

2010 Volvo XC60 3.2

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

2010 Volvo XC60 3.2

Port Orange, FL

UnscoredInsufficient · 0
$6,990167,931 mi

Port Orange, FL

2006 Toyota Camry Solara SLE

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

2006 Toyota Camry Solara SLE

Port Orange, FL

Unscored
$6,990139,080 mi

Comparison: 5 similar vehicles

Port Orange, FL

2012 Ford Escape Limited

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

2012 Ford Escape Limited

Port Orange, FL

Unscored
$6,995137,676 mi

Comparison: 6 similar vehicles

Port Orange, FL

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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