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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 15, 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

3,223 listings found

1994 Chevrolet Cavalier

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

1994 Chevrolet Cavalier

Erie, PA

UnscoredInsufficient · 0
$1,999Mileage not verified

Erie, PA

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

Erie, PA

UnscoredInsufficient · 0
$2,999263,517 mi

Erie, PA

2012 Nissan Sentra SR

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

2012 Nissan Sentra SR

Erie, PA

Unscored
$3,499177,987 mi

Comparison: 9 similar vehicles

Erie, PA

2011 Subaru Legacy I Premium

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

2011 Subaru Legacy I Premium

Erie, PA

Unscored
$3,600179,300 mi

Comparison: 16 similar vehicles

Erie, PA

2000 Ford Explorer XLT

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

2000 Ford Explorer XLT

Erie, PA

UnscoredInsufficient · 0
$3,995185,000 mi

Erie, PA

2012 Subaru Outback Premium

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

2012 Subaru Outback Premium

Erie, PA

Unscored
$3,999230,923 mi

Comparison: 17 similar vehicles

Erie, PA

2009 Nissan Altima S

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

2009 Nissan Altima S

Erie, PA

Unscored
$3,999167,976 mi

Comparison: 27 similar vehicles

Erie, PA

2009 Hyundai Elantra GLS

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

2009 Hyundai Elantra GLS

Erie, PA

Unscored
$3,999146,300 mi

Comparison: 10 similar vehicles

Erie, PA

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Erie, PA

Unscored
$4,499157,971 mi

Comparison: 70 similar vehicles

Erie, PA

2013 Ford Escape SE

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

2013 Ford Escape SE

Erie, PA

Unscored
$4,500145,764 mi

Comparison: 98 similar vehicles

Erie, PA

2015 Jeep Compass Latitude

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

2015 Jeep Compass Latitude

Erie, PA

Unscored
$4,995159,103 mi

Comparison: 31 similar vehicles

Erie, PA

2013 Suzuki SX4 Crossover Technology

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

2013 Suzuki SX4 Crossover Technology

Erie, PA

UnscoredInsufficient · 0
$4,995176,682 mi

Erie, PA

2012 Honda Pilot EX-L

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

2012 Honda Pilot EX-L

Erie, PA

Unscored
$4,995245,523 mi

Comparison: 20 similar vehicles

Erie, PA

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Erie, PA

Fair PriceRobust · 64
$4,999111,055 mi

Market: $3,995 – $8,939

Comparison: 64 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Erie, PA

2008 Land Rover Range Rover Sport Supercharged

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

2008 Land Rover Range Rover Sport Supercharged

Erie, PA

UnscoredInsufficient · 0
$4,999154,460 mi

Erie, PA

2007 Toyota Avalon XL

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

2007 Toyota Avalon XL

Erie, PA

UnscoredInsufficient · 0
$4,999155,532 mi

Erie, PA

2016 Ford Focus SE

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

2016 Ford Focus SE

Erie, PA

Fair PriceRobust · 70
$5,500104,407 mi

Market: $2,309 – $25,000

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Erie, PA

2012 Kia Sedona LX

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

2012 Kia Sedona LX

Erie, PA

Fair PriceLimited · 12
$5,985113,570 mi

Market: $1,800 – $6,250

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Erie, PA

2016 Chevrolet Trax LS

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

2016 Chevrolet Trax LS

Erie, PA

Unscored
$5,995155,590 mi

Comparison: 61 similar vehicles

Erie, PA

2013 Jeep Grand Cherokee Laredo X

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

2013 Jeep Grand Cherokee Laredo X

Erie, PA

Unscored
$5,995181,970 mi

Comparison: 24 similar vehicles

Erie, PA

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Erie, PA

Unscored
$5,995155,370 mi

Comparison: 64 similar vehicles

Erie, PA

2016 Mercedes-Benz CLA-Class CLA250

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

2016 Mercedes-Benz CLA-Class CLA250

Erie, PA

Unscored
$5,999162,000 mi

Comparison: 7 similar vehicles

Erie, PA

2013 Subaru Outback Limited

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

2013 Subaru Outback Limited

Erie, PA

Unscored
$5,999178,185 mi

Comparison: 22 similar vehicles

Erie, PA

2012 Subaru Impreza 2.0I Sport Premium

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

2012 Subaru Impreza 2.0I Sport Premium

Erie, PA

UnscoredInsufficient · 3
$5,999173,409 mi

Comparison: 3 similar vehicles

Erie, PA

2010 Kia Forte Koup SX

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

2010 Kia Forte Koup SX

Erie, PA

UnscoredInsufficient · 0
$5,99975,600 mi

Erie, PA

2009 Toyota Camry SE

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

2009 Toyota Camry SE

Erie, PA

UnscoredInsufficient · 0
$5,999132,526 mi

Erie, PA

2005 Honda CR-V LX

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

2005 Honda CR-V LX

Erie, PA

Unscored
$5,999173,514 mi

Comparison: 5 similar vehicles

Erie, PA

2013 Subaru Impreza 2.0I Sport Premium

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

2013 Subaru Impreza 2.0I Sport Premium

Erie, PA

UnscoredInsufficient · 3
$6,000102,984 mi

Comparison: 3 similar vehicles

Erie, PA

2009 BMW 3 Series 335xi

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

2009 BMW 3 Series 335xi

Erie, PA

UnscoredInsufficient · 0
$6,40096,800 mi

Erie, PA

2014 Hyundai Elantra SE

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

2014 Hyundai Elantra SE

Erie, PA

Fair PriceModerate · 35
$6,499116,000 mi

Market: $3,995 – $8,995

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Erie, PA

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Erie, PA

Fair PriceRobust · 70
$6,49983,980 mi

Market: $3,500 – $13,995

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Erie, PA

2012 Nissan Xterra S

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

2012 Nissan Xterra S

Erie, PA

UnscoredInsufficient · 3
$6,499139,703 mi

Comparison: 3 similar vehicles

Erie, PA

2008 GMC Yukon SLE2

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

2008 GMC Yukon SLE2

Erie, PA

UnscoredInsufficient · 0
$6,499163,890 mi

Erie, PA

2012 Chevrolet Malibu 1LT

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

2012 Chevrolet Malibu 1LT

Erie, PA

OverpricedModerate · 32
$6,500103,788 mi

Market: $2,880 – $5,499

Comparison: 32 similar vehicles

Priced ~18% above the typical market range for similar vehicles (based on current market benchmarks)

Erie, PA

2015 Chevrolet Cruze LTZ

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

2015 Chevrolet Cruze LTZ

Erie, PA

Fair PriceModerate · 22
$6,699101,308 mi

Market: $4,999 – $9,900

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Erie, PA

2015 Nissan Pathfinder SL

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

2015 Nissan Pathfinder SL

Erie, PA

Unscored
$6,799135,186 mi

Comparison: 17 similar vehicles

Erie, PA

2015 Kia Sedona LX

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

2015 Kia Sedona LX

Erie, PA

Unscored
$6,895145,482 mi

Comparison: 7 similar vehicles

Erie, PA

No Photo

2011 Nissan Rogue S

Erie, PA

Unscored
$6,988182,547 mi

Comparison: 16 similar vehicles

Erie, PA

2018 Nissan Rogue S

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

2018 Nissan Rogue S

Erie, PA

Unscored
$6,990161,762 mi

Comparison: 62 similar vehicles

Erie, PA

2014 Hyundai Genesis 3.8

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

2014 Hyundai Genesis 3.8

Erie, PA

UnscoredInsufficient · 0
$6,995131,688 mi

Erie, PA

2013 Subaru Legacy I Premium

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

2013 Subaru Legacy I Premium

Erie, PA

Unscored
$6,995177,333 mi

Comparison: 21 similar vehicles

Erie, PA

2012 Honda Civic LX

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

2012 Honda Civic LX

Erie, PA

Unscored
$6,995131,160 mi

Comparison: 72 similar vehicles

Erie, PA

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Erie, PA

Unscored
$6,999167,999 mi

Comparison: 73 similar vehicles

Erie, PA

2015 Kia Sorento LX

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

2015 Kia Sorento LX

Erie, PA

Unscored
$6,999123,806 mi

Comparison: 44 similar vehicles

Erie, PA

2015 Volvo XC60 T6 Platinum

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

2015 Volvo XC60 T6 Platinum

Erie, PA

UnscoredInsufficient · 0
$6,999168,001 mi

Erie, PA

2014 Jeep Grand Cherokee Laredo

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

2014 Jeep Grand Cherokee Laredo

Erie, PA

UnscoredInsufficient · 3
$6,999174,500 mi

Comparison: 3 similar vehicles

Erie, PA

2014 Subaru XV Crosstrek Premium

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

2014 Subaru XV Crosstrek Premium

Erie, PA

Unscored
$6,999195,287 mi

Comparison: 50 similar vehicles

Erie, PA

2005 Chevrolet TrailBlazer LS

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

2005 Chevrolet TrailBlazer LS

Erie, PA

Unscored
$6,999186,503 mi

Comparison: 9 similar vehicles

Erie, PA

2017 Subaru Impreza Premium

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

2017 Subaru Impreza Premium

Erie, PA

Unscored
$7,245161,575 mi

Comparison: 24 similar vehicles

Erie, PA

2017 Mitsubishi Outlander ES

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

2017 Mitsubishi Outlander ES

Erie, PA

Unscored
$7,495121,536 mi

Comparison: 20 similar vehicles

Erie, PA

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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