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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

6,653 listings found

1997 Honda Civic

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

1997 Honda Civic

Davie, FL

UnscoredInsufficient · 0
$1,600179,635 mi

Davie, FL

2007 Honda Civic LX

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

2007 Honda Civic LX

Davie, FL

Unscored
$1,995220,635 mi

Comparison: 6 similar vehicles

Davie, FL

2007 Ford Explorer Eddie Bauer

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

2007 Ford Explorer Eddie Bauer

Davie, FL

UnscoredInsufficient · 0
$1,999216,395 mi

Davie, FL

2009 Acura MDX Technology & Entertainment Package

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

2009 Acura MDX Technology & Entertainment Package

Davie, FL

UnscoredInsufficient · 0
$2,475202,321 mi

Davie, FL

2005 Toyota Camry LE

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

2005 Toyota Camry LE

Davie, FL

UnscoredInsufficient · 3
$2,500220,654 mi

Comparison: 3 similar vehicles

Davie, FL

2010 Nissan Rogue SL

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

2010 Nissan Rogue SL

Davie, FL

UnscoredInsufficient · 0
$2,699133,532 mi

Davie, 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

Davie, FL

UnscoredInsufficient · 0
$2,950Mileage not verified

Davie, FL

2007 Suzuki XL7 Base

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

2007 Suzuki XL7 Base

Davie, FL

UnscoredInsufficient · 0
$2,995102,632 mi

Davie, FL

2006 Honda Accord LX

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

2006 Honda Accord LX

Davie, FL

UnscoredInsufficient · 3
$2,999163,721 mi

Comparison: 3 similar vehicles

Davie, FL

2008 Nissan Pathfinder LE

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

2008 Nissan Pathfinder LE

Davie, FL

UnscoredInsufficient · 0
$3,475112,632 mi

Davie, FL

2007 Suzuki XL7 Luxury

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

2007 Suzuki XL7 Luxury

Davie, FL

UnscoredInsufficient · 0
$3,475137,542 mi

Davie, FL

2004 Ford Explorer XLT

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

2004 Ford Explorer XLT

Davie, FL

UnscoredInsufficient · 0
$3,475125,321 mi

Davie, FL

2018 Nissan Versa Sedan SV

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

2018 Nissan Versa Sedan SV

Davie, FL

Unscored
$3,499170,424 mi

Comparison: 12 similar vehicles

Davie, FL

2006 Hummer H3 Base

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

2006 Hummer H3 Base

Davie, FL

Unscored
$3,500117,598 mi

Comparison: 5 similar vehicles

Davie, FL

2015 Ford Escape SE

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

2015 Ford Escape SE

Davie, FL

Unscored
$3,750142,187 mi

Comparison: 7 similar vehicles

Davie, FL

2014 Chrysler 200 LX

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

2014 Chrysler 200 LX

Davie, FL

Unscored
$3,800123,811 mi

Comparison: 5 similar vehicles

Davie, FL

2015 Kia Optima EX

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

2015 Kia Optima EX

Davie, FL

Unscored
$3,975202,321 mi

Comparison: 24 similar vehicles

Davie, FL

2012 Dodge Grand Caravan Crew

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

2012 Dodge Grand Caravan Crew

Davie, FL

UnscoredInsufficient · 0
$3,975200,319 mi

Davie, FL

2012 Hyundai Elantra Touring GLS

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

2012 Hyundai Elantra Touring GLS

Davie, FL

UnscoredInsufficient · 4
$3,97588,435 mi

Comparison: 4 similar vehicles

Davie, FL

2010 Ford Explorer Eddie Bauer

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

2010 Ford Explorer Eddie Bauer

Davie, FL

UnscoredInsufficient · 4
$3,975158,321 mi

Comparison: 4 similar vehicles

Davie, FL

2009 Nissan Versa S

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

2009 Nissan Versa S

Davie, FL

Unscored
$3,975152,321 mi

Comparison: 6 similar vehicles

Davie, FL

2012 Ford Flex SEL

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

2012 Ford Flex SEL

Davie, FL

UnscoredInsufficient · 3
$3,995212,365 mi

Comparison: 3 similar vehicles

Davie, FL

2010 Honda Accord LX

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

2010 Honda Accord LX

Davie, FL

UnscoredInsufficient · 4
$3,995185,632 mi

Comparison: 4 similar vehicles

Davie, FL

2012 Cadillac SRX Luxury Collection

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

2012 Cadillac SRX Luxury Collection

Davie, FL

Unscored
$3,998116,348 mi

Comparison: 6 similar vehicles

Davie, FL

2014 Subaru Outback 2.5i Premium

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

2014 Subaru Outback 2.5i Premium

Davie, FL

Salvage title
$3,999171,174 mi

Davie, FL

2010 Honda Accord EX

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

2010 Honda Accord EX

Davie, FL

UnscoredInsufficient · 0
$3,999214,000 mi

Davie, FL

2018 Ford Escape SE

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

2018 Ford Escape SE

Davie, FL

Unscored
$4,200113,669 mi

Comparison: 37 similar vehicles

Davie, FL

2016 FIAT 500 Sport

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

2016 FIAT 500 Sport

Davie, FL

UnscoredInsufficient · 0
$4,398113,985 mi

Davie, FL

2016 Chevrolet Trax LT

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

2016 Chevrolet Trax LT

Davie, FL

Unscored
$4,475125,321 mi

Comparison: 6 similar vehicles

Davie, FL

2010 Mazda CX-7 i Sport

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

2010 Mazda CX-7 i Sport

Davie, FL

UnscoredInsufficient · 3
$4,495190,258 mi

Comparison: 3 similar vehicles

Davie, 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

Davie, FL

UnscoredInsufficient · 0
$4,500124,218 mi

Davie, FL

2016 Jeep Compass Sport

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

2016 Jeep Compass Sport

Davie, FL

UnscoredInsufficient · 3
$4,598115,250 mi

Comparison: 3 similar vehicles

Davie, FL

2016 Jeep Compass Sport

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

2016 Jeep Compass Sport

Davie, FL

UnscoredInsufficient · 3
$4,799110,565 mi

Comparison: 3 similar vehicles

Davie, FL

2014 Jeep Cherokee Sport

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

2014 Jeep Cherokee Sport

Davie, FL

Unscored
$4,900132,759 mi

Comparison: 16 similar vehicles

Davie, FL

2016 Hyundai Veloster Base

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

2016 Hyundai Veloster Base

Davie, FL

Unscored
$4,95092,597 mi

Comparison: 9 similar vehicles

Davie, FL

2014 Ford Fiesta SE

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

2014 Ford Fiesta SE

Davie, FL

Unscored
$4,950131,467 mi

Comparison: 22 similar vehicles

Davie, FL

2004 Ford Econoline Wagon Chateau

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

2004 Ford Econoline Wagon Chateau

Davie, FL

UnscoredInsufficient · 0
$4,95098,417 mi

Davie, FL

2016 Kia Forte LX

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

2016 Kia Forte LX

Davie, FL

UnscoredInsufficient · 4
$4,998130,243 mi

Comparison: 4 similar vehicles

Davie, FL

2015 Kia Forte LX

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

2015 Kia Forte LX

Davie, FL

UnscoredInsufficient · 3
$4,998110,871 mi

Comparison: 3 similar vehicles

Davie, FL

2017 Chevrolet Trax LS

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

2017 Chevrolet Trax LS

Davie, FL

Unscored
$4,99982,194 mi

Comparison: 20 similar vehicles

Davie, FL

2012 Honda Civic LX

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

2012 Honda Civic LX

Davie, FL

Salvage title
$4,999114,765 mi

Davie, FL

2013 Nissan Frontier SV

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

2013 Nissan Frontier SV

Davie, FL

Unscored
$5,000125,000 mi

Comparison: 6 similar vehicles

Davie, FL

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Davie, FL

Unscored
$5,022182,940 mi

Comparison: 22 similar vehicles

Davie, FL

2001 INFINITI QX4 Base

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

2001 INFINITI QX4 Base

Davie, FL

UnscoredInsufficient · 0
$5,295121,000 mi

Davie, FL

2018 Hyundai Sonata SE

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

2018 Hyundai Sonata SE

Davie, FL

Unscored
$5,298142,739 mi

Comparison: 23 similar vehicles

Davie, FL

2013 Kia Sorento LX

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

2013 Kia Sorento LX

Davie, FL

UnscoredInsufficient · 4
$5,47597,542 mi

Comparison: 4 similar vehicles

Davie, FL

2003 Toyota Sequoia SR5

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

2003 Toyota Sequoia SR5

Davie, FL

UnscoredInsufficient · 3
$5,475179,654 mi

Comparison: 3 similar vehicles

Davie, FL

2017 Nissan Versa Sedan S Plus

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

2017 Nissan Versa Sedan S Plus

Davie, FL

UnscoredInsufficient · 0
$5,499105,401 mi

Davie, FL

2015 Honda Accord EX

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

2015 Honda Accord EX

Davie, FL

UnscoredInsufficient · 3
$5,499236,061 mi

Comparison: 3 similar vehicles

Davie, FL

2015 Nissan Versa Sedan SL

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

2015 Nissan Versa Sedan SL

Davie, FL

UnscoredInsufficient · 0
$5,499113,633 mi

Davie, 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 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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