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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 9, 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

76 listings found

2011 Nissan Maxima SV

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

2011 Nissan Maxima SV

Providence Forge, VA

Unscored
$4,999169,500 mi

Comparison: 8 similar vehicles

Providence Forge, VA

2015 Ford Focus SE

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

2015 Ford Focus SE

Providence Forge, VA

Unscored
$5,899115,000 mi

Comparison: 8 similar vehicles

Providence Forge, VA

2009 Pontiac G6 GT

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

2009 Pontiac G6 GT

Providence Forge, VA

UnscoredInsufficient · 0
$5,999129,999 mi

Providence Forge, VA

2011 Ford Expedition Limited

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

2011 Ford Expedition Limited

Providence Forge, VA

UnscoredInsufficient · 0
$6,200205,000 mi

Providence Forge, VA

2010 Honda Civic EX-L

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

2010 Honda Civic EX-L

Providence Forge, VA

Unscored
$6,200160,000 mi

Comparison: 7 similar vehicles

Providence Forge, VA

2015 Kia Optima EX

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

2015 Kia Optima EX

Providence Forge, VA

UnscoredInsufficient · 4
$6,450151,000 mi

Comparison: 4 similar vehicles

Providence Forge, VA

2016 Jeep Compass Sport

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

2016 Jeep Compass Sport

Providence Forge, VA

Unscored
$6,750135,000 mi

Comparison: 11 similar vehicles

Providence Forge, VA

2012 Toyota Corolla LE

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

2012 Toyota Corolla LE

Providence Forge, VA

Unscored
$6,799189,000 mi

Comparison: 44 similar vehicles

Providence Forge, VA

2018 Mitsubishi Outlander

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

2018 Mitsubishi Outlander

Providence Forge, VA

UnscoredInsufficient · 0
$6,999165,000 mi

Providence Forge, VA

2015 Ford Fiesta Titanium

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

2015 Ford Fiesta Titanium

Providence Forge, VA

UnscoredInsufficient · 0
$7,494134,324 mi

Providence Forge, VA

2013 Hyundai Elantra GT Base

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

2013 Hyundai Elantra GT Base

Providence Forge, VA

UnscoredInsufficient · 3
$7,500135,815 mi

Comparison: 3 similar vehicles

Providence Forge, VA

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Providence Forge, VA

Unscored
$7,624157,252 mi

Comparison: 15 similar vehicles

Providence Forge, VA

2014 Chevrolet Silverado 1500 Work Truck 1WT

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

2014 Chevrolet Silverado 1500 Work Truck 1WT

Providence Forge, VA

Unscored
$8,000165,000 mi

Comparison: 9 similar vehicles

Providence Forge, VA

2014 Nissan Xterra S

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

2014 Nissan Xterra S

Providence Forge, VA

UnscoredInsufficient · 0
$8,493143,000 mi

Providence Forge, VA

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Providence Forge, VA

Unscored
$8,494138,679 mi

Comparison: 24 similar vehicles

Providence Forge, VA

2016 Volvo XC60 T6 Platinum

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

2016 Volvo XC60 T6 Platinum

Providence Forge, VA

UnscoredInsufficient · 0
$8,799164,000 mi

Providence Forge, VA

2016 Nissan Sentra S

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

2016 Nissan Sentra S

Providence Forge, VA

Unscored
$8,994130,121 mi

Comparison: 10 similar vehicles

Providence Forge, VA

2010 Chevrolet Camaro 2LT

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

2010 Chevrolet Camaro 2LT

Providence Forge, VA

Unscored
$8,995131,550 mi

Comparison: 8 similar vehicles

Providence Forge, VA

2010 Mercedes-Benz C-Class C300 Sport

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

2010 Mercedes-Benz C-Class C300 Sport

Providence Forge, VA

Unscored
$8,995138,722 mi

Comparison: 5 similar vehicles

Providence Forge, VA

2016 Ford Explorer Base

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

2016 Ford Explorer Base

Providence Forge, VA

Unscored
$8,999114,000 mi

Comparison: 8 similar vehicles

Providence Forge, VA

2014 Audi A4 Premium

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

2014 Audi A4 Premium

Providence Forge, VA

UnscoredInsufficient · 4
$8,999115,000 mi

Comparison: 4 similar vehicles

Providence Forge, VA

2018 Jeep Compass Latitude

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

2018 Jeep Compass Latitude

Providence Forge, VA

Unscored
$9,494125,242 mi

Comparison: 13 similar vehicles

Providence Forge, VA

2015 Dodge Grand Caravan SE

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

2015 Dodge Grand Caravan SE

Providence Forge, VA

Unscored
$9,49484,388 mi

Comparison: 8 similar vehicles

Providence Forge, VA

2008 Jeep Wrangler X

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

2008 Jeep Wrangler X

Providence Forge, VA

Unscored
$9,49968,000 mi

Comparison: 9 similar vehicles

Providence Forge, VA

2017 Chevrolet Impala 1LT

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

2017 Chevrolet Impala 1LT

Providence Forge, VA

Unscored
$10,045145,708 mi

Comparison: 5 similar vehicles

Providence Forge, VA

2007 Toyota RAV4 Base

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

2007 Toyota RAV4 Base

Providence Forge, VA

OverpricedLimited · 11
$10,29989,000 mi

Market: $5,450 – $8,995

Comparison: 11 similar vehicles

Priced ~14% above the typical market range for similar vehicles (based on current market benchmarks)

Providence Forge, VA

2019 Dodge Grand Caravan GT

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

2019 Dodge Grand Caravan GT

Providence Forge, VA

Unscored
$10,494131,776 mi

Comparison: 9 similar vehicles

Providence Forge, VA

2019 Chevrolet Equinox LS

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

2019 Chevrolet Equinox LS

Providence Forge, VA

Unscored
$10,494155,111 mi

Comparison: 6 similar vehicles

Providence Forge, VA

2017 Lincoln MKC Premiere

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

2017 Lincoln MKC Premiere

Providence Forge, VA

Fair PriceModerate · 24
$10,494107,810 mi

Market: $8,000 – $17,767

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 221 days listed (based on current market benchmarks)

Providence Forge, VA

2012 Toyota RAV4 Base

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

2012 Toyota RAV4 Base

Providence Forge, VA

Unscored
$10,500161,964 mi

Comparison: 10 similar vehicles

Providence Forge, VA

2015 Chevrolet Malibu 3LT

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

2015 Chevrolet Malibu 3LT

Providence Forge, VA

UnscoredInsufficient · 0
$10,900108,105 mi

Providence Forge, VA

2014 Chevrolet Suburban LT

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

2014 Chevrolet Suburban LT

Providence Forge, VA

UnscoredInsufficient · 3
$10,994177,128 mi

Comparison: 3 similar vehicles

Providence Forge, VA

2009 Chevrolet Silverado 1500 Work Truck

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

2009 Chevrolet Silverado 1500 Work Truck

Providence Forge, VA

UnscoredInsufficient · 0
$11,29979,500 mi

Providence Forge, VA

2018 Kia Sorento LX

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

2018 Kia Sorento LX

Providence Forge, VA

UnscoredInsufficient · 4
$11,494124,528 mi

Comparison: 4 similar vehicles

Providence Forge, VA

2017 Jeep Cherokee Latitude

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

2017 Jeep Cherokee Latitude

Providence Forge, VA

UnscoredInsufficient · 3
$11,494107,375 mi

Comparison: 3 similar vehicles

Providence Forge, VA

2020 Hyundai Elantra SEL

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

2020 Hyundai Elantra SEL

Providence Forge, VA

Fair PriceRobust · 144
$11,49981,000 mi

Market: $7,498 – $17,995

Comparison: 144 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 143 days listed (based on current market benchmarks)

Providence Forge, VA

2016 Honda CR-V EX-L

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

2016 Honda CR-V EX-L

Providence Forge, VA

Unscored
$11,699140,000 mi

Comparison: 22 similar vehicles

Providence Forge, VA

2017 Audi A6 Premium

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

2017 Audi A6 Premium

Providence Forge, VA

Unscored
$11,99994,000 mi

Comparison: 5 similar vehicles

Providence Forge, VA

2020 Hyundai Sonata SE

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

2020 Hyundai Sonata SE

Providence Forge, VA

Unscored
$12,19999,500 mi

Comparison: 6 similar vehicles

Providence Forge, VA

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Providence Forge, VA

Unscored
$12,45095,583 mi

Comparison: 6 similar vehicles

Providence Forge, VA

2020 Dodge Grand Caravan SXT

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

2020 Dodge Grand Caravan SXT

Providence Forge, VA

Unscored
$12,494128,538 mi

Comparison: 17 similar vehicles

Providence Forge, VA

2015 Chevrolet Tahoe LT

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

2015 Chevrolet Tahoe LT

Providence Forge, VA

UnscoredInsufficient · 3
$12,499172,000 mi

Comparison: 3 similar vehicles

Providence Forge, VA

2018 Hyundai Tucson SEL

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

2018 Hyundai Tucson SEL

Providence Forge, VA

Unscored
$13,19971,000 mi

Comparison: 9 similar vehicles

Providence Forge, VA

2017 Nissan Frontier SV

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

2017 Nissan Frontier SV

Providence Forge, VA

UnscoredInsufficient · 3
$13,494192,635 mi

Comparison: 3 similar vehicles

Providence Forge, VA

2016 BMW 2 Series 228i

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

2016 BMW 2 Series 228i

Providence Forge, VA

Fair PriceLimited · 17
$13,49477,190 mi

Market: $8,499 – $18,998

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 100 days listed (based on current market benchmarks)

Providence Forge, VA

2010 Ford F-150 STX

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

2010 Ford F-150 STX

Providence Forge, VA

Unscored
$13,500117,533 mi

Comparison: 7 similar vehicles

Providence Forge, VA

2015 Audi SQ5 Premium Plus

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

2015 Audi SQ5 Premium Plus

Providence Forge, VA

UnscoredInsufficient · 0
$13,899169,550 mi

Providence Forge, VA

2014 INFINITI Q50 Premium

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

2014 INFINITI Q50 Premium

Providence Forge, VA

UnscoredInsufficient · 3
$13,99984,000 mi

Comparison: 3 similar vehicles

Providence Forge, VA

2017 Honda Civic EX

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

2017 Honda Civic EX

Providence Forge, VA

Unscored
$14,450132,359 mi

Comparison: 7 similar vehicles

Providence Forge, VA

2018 Hyundai Santa Fe Sport

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

2018 Hyundai Santa Fe Sport

Providence Forge, VA

Unscored
$14,494104,162 mi

Comparison: 6 similar vehicles

Providence Forge, VA

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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