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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 5, 2026

6.8M+

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

1,502 listings found

2015 Kia Sorento LX

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

2015 Kia Sorento LX

Canonsburg, PA

UnscoredInsufficient · 3
$4,995206,325 mi

Comparison: 3 similar vehicles

Canonsburg, PA

2006 Cadillac STS Base

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

2006 Cadillac STS Base

Canonsburg, PA

UnscoredInsufficient · 0
$5,420101,522 mi

Canonsburg, PA

2005 GMC Envoy SLT

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

2005 GMC Envoy SLT

Canonsburg, PA

UnscoredInsufficient · 0
$5,440181,174 mi

Canonsburg, PA

2017 Ford Escape SE

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

2017 Ford Escape SE

Canonsburg, PA

Fair PriceModerate · 30
$7,285116,232 mi

Market: $5,995 – $12,990

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 77 days listed (based on current market benchmarks)

Canonsburg, PA

2008 Chevrolet Impala LS

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

2008 Chevrolet Impala LS

Canonsburg, PA

UnscoredInsufficient · 0
$7,99538,137 mi

Canonsburg, PA

2010 Honda Accord LX-P

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

2010 Honda Accord LX-P

Canonsburg, PA

Unscored
$8,295138,806 mi

Comparison: 10 similar vehicles

Canonsburg, PA

1999 Chevrolet S-10 LS

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

1999 Chevrolet S-10 LS

Canonsburg, PA

UnscoredInsufficient · 0
$8,420151,630 mi

Canonsburg, PA

2015 Jeep Compass Latitude

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

2015 Jeep Compass Latitude

Canonsburg, PA

Unscored
$8,48066,595 mi

Comparison: 6 similar vehicles

Canonsburg, PA

2013 Toyota Prius Two

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

2013 Toyota Prius Two

Canonsburg, PA

Unscored
$8,490124,355 mi

Comparison: 23 similar vehicles

Canonsburg, PA

2016 Kia Forte LX

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

2016 Kia Forte LX

Canonsburg, PA

Fair PriceModerate · 48
$8,995100,775 mi

Market: $3,400 – $10,790

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Canonsburg, PA

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Canonsburg, PA

Unscored
$9,390105,467 mi

Comparison: 8 similar vehicles

Canonsburg, PA

No Photo

2013 Land Rover Range Rover Sport HSE

Canonsburg, PA

UnscoredInsufficient · 3
$9,975112,507 mi

Comparison: 3 similar vehicles

Canonsburg, PA

1985 Cadillac Eldorado

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

1985 Cadillac Eldorado

Canonsburg, PA

UnscoredInsufficient · 0
$9,97551,996 mi

Canonsburg, PA

2010 Honda CR-V LX

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

2010 Honda CR-V LX

Canonsburg, PA

UnscoredInsufficient · 4
$9,995118,619 mi

Comparison: 4 similar vehicles

Canonsburg, PA

2013 Subaru Impreza WRX

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

2013 Subaru Impreza WRX

Canonsburg, PA

UnscoredInsufficient · 0
$10,875136,985 mi

Canonsburg, PA

2013 Toyota Highlander Base

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

2013 Toyota Highlander Base

Canonsburg, PA

Unscored
$10,980153,490 mi

Comparison: 49 similar vehicles

Canonsburg, PA

2012 Mercedes-Benz C-Class C300 Sport

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

2012 Mercedes-Benz C-Class C300 Sport

Canonsburg, PA

Unscored
$10,98769,601 mi

Comparison: 5 similar vehicles

Canonsburg, PA

2015 Mercedes-Benz C-Class C300

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

2015 Mercedes-Benz C-Class C300

Canonsburg, PA

UnscoredInsufficient · 3
$11,188102,726 mi

Comparison: 3 similar vehicles

Canonsburg, PA

2016 Lincoln MKC Reserve

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

2016 Lincoln MKC Reserve

Canonsburg, PA

Great DealLimited · 16
$11,47885,325 mi

Market: $11,995 – $14,447

Comparison: 16 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 2 days listed (based on current market benchmarks)

Canonsburg, PA

2014 Chevrolet Camaro 1LT

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

2014 Chevrolet Camaro 1LT

Canonsburg, PA

Unscored
$11,488112,260 mi

Comparison: 8 similar vehicles

Canonsburg, PA

2012 Nissan Xterra X

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

2012 Nissan Xterra X

Canonsburg, PA

UnscoredInsufficient · 0
$11,68976,953 mi

Canonsburg, PA

No Photo

2013 Subaru Legacy I Premium

Canonsburg, PA

UnscoredInsufficient · 0
$11,77542,467 mi

Canonsburg, PA

2019 Jeep Renegade Sport

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

2019 Jeep Renegade Sport

Canonsburg, PA

Fair PriceLimited · 15
$11,932106,437 mi

Market: $10,073 – $15,950

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Canonsburg, PA

2013 Scion FR-S Base

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

2013 Scion FR-S Base

Canonsburg, PA

Unscored
$12,49075,519 mi

Comparison: 5 similar vehicles

Canonsburg, PA

2018 Hyundai Sonata SEL

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

2018 Hyundai Sonata SEL

Canonsburg, PA

Fair PriceModerate · 45
$12,53878,565 mi

Market: $7,393 – $17,135

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Canonsburg, PA

2018 Ford Explorer Base

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

2018 Ford Explorer Base

Canonsburg, PA

Unscored
$12,975117,493 mi

Comparison: 9 similar vehicles

Canonsburg, PA

No Photo

2010 Ford Explorer Sport Trac Limited

Canonsburg, PA

OverpricedLimited · 10
$12,975111,867 mi

Market: $7,500 – $11,459

Comparison: 10 similar vehicles

Priced ~13% above the typical market range for similar vehicles (based on current market benchmarks)

Canonsburg, PA

2017 BMW X3 xDrive28i

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

2017 BMW X3 xDrive28i

Canonsburg, PA

Fair PriceRobust · 72
$12,98792,717 mi

Market: $3,500 – $17,481

Comparison: 72 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Canonsburg, PA

2012 Jeep Wrangler Unlimited Sport

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

2012 Jeep Wrangler Unlimited Sport

Canonsburg, PA

Unscored
$12,988128,329 mi

Comparison: 59 similar vehicles

Canonsburg, PA

2015 Honda CR-V LX

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

2015 Honda CR-V LX

Canonsburg, PA

Unscored
$13,288116,781 mi

Comparison: 9 similar vehicles

Canonsburg, PA

2017 Mercedes-Benz GLC GLC300

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

2017 Mercedes-Benz GLC GLC300

Canonsburg, PA

UnscoredInsufficient · 4
$13,48896,942 mi

Comparison: 4 similar vehicles

Canonsburg, PA

2018 Chevrolet Traverse LS

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

2018 Chevrolet Traverse LS

Canonsburg, PA

Fair PriceModerate · 38
$13,987104,174 mi

Market: $9,500 – $17,136

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Canonsburg, PA

No Photo

2018 Audi Q5 Premium

Canonsburg, PA

Fair PriceModerate · 21
$13,98894,303 mi

Market: $10,499 – $19,443

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Canonsburg, PA

2016 Kia Sorento Limited

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

2016 Kia Sorento Limited

Canonsburg, PA

Fair PriceModerate · 20
$13,99571,497 mi

Market: $7,900 – $15,900

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Canonsburg, PA

2015 Subaru WRX Limited

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

2015 Subaru WRX Limited

Canonsburg, PA

Fair PriceLimited · 10
$14,302105,861 mi

Market: $8,999 – $16,268

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Canonsburg, PA

2013 Nissan Murano SL

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

2013 Nissan Murano SL

Canonsburg, PA

Unscored
$14,48565,793 mi

Comparison: 5 similar vehicles

Canonsburg, PA

2016 Subaru Crosstrek Premium

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

2016 Subaru Crosstrek Premium

Canonsburg, PA

UnscoredInsufficient · 3
$14,72783,606 mi

Comparison: 3 similar vehicles

Canonsburg, PA

2014 Honda CR-V EX-L

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

2014 Honda CR-V EX-L

Canonsburg, PA

Fair PriceLimited · 18
$14,900100,000 mi

Market: $7,791 – $17,532

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Canonsburg, PA

2014 Mercedes-Benz E-Class E350 Luxury

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

2014 Mercedes-Benz E-Class E350 Luxury

Canonsburg, PA

Fair PriceModerate · 32
$14,92598,436 mi

Market: $6,748 – $16,995

Comparison: 32 similar vehicles

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

Canonsburg, PA

No Photo

2019 GMC Savana Cargo Work Van

Canonsburg, PA

UnscoredInsufficient · 4
$14,975133,934 mi

Comparison: 4 similar vehicles

Canonsburg, PA

2017 Audi Q5 Premium Plus

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

2017 Audi Q5 Premium Plus

Canonsburg, PA

Fair PriceModerate · 40
$14,98772,052 mi

Market: $10,499 – $15,990

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Canonsburg, PA

2014 Mazda CX-5 Grand Touring

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

2014 Mazda CX-5 Grand Touring

Canonsburg, PA

Fair PriceModerate · 34
$15,08873,173 mi

Market: $9,490 – $15,998

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Canonsburg, PA

2017 Chevrolet Volt Premier

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

2017 Chevrolet Volt Premier

Canonsburg, PA

UnscoredInsufficient · 0
$15,39022,073 mi

Canonsburg, PA

2018 BMW X2 28i

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

2018 BMW X2 28i

Canonsburg, PA

Fair PriceLimited · 16
$15,45373,308 mi

Market: $11,200 – $17,990

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Canonsburg, PA

2021 Ford Transit Connect XL

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

2021 Ford Transit Connect XL

Canonsburg, PA

Fair PriceLimited · 17
$15,488109,365 mi

Market: $10,850 – $20,484

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Canonsburg, PA

2017 Chevrolet Traverse Premier

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

2017 Chevrolet Traverse Premier

Canonsburg, PA

Unscored
$15,49561,513 mi

Comparison: 9 similar vehicles

Canonsburg, PA

2008 Mercedes-Benz S-Class S550

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

2008 Mercedes-Benz S-Class S550

Canonsburg, PA

UnscoredInsufficient · 0
$15,97557,897 mi

Canonsburg, PA

2017 Acura MDX Technology Package

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

2017 Acura MDX Technology Package

Canonsburg, PA

UnscoredInsufficient · 4
$15,988106,851 mi

Comparison: 4 similar vehicles

Canonsburg, PA

2017 Chrysler Pacifica Touring Plus

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

2017 Chrysler Pacifica Touring Plus

Canonsburg, PA

UnscoredInsufficient · 0
$16,00050,410 mi

Canonsburg, PA

2018 Kia Sorento EX

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

2018 Kia Sorento EX

Canonsburg, PA

Unscored
$16,28453,393 mi

Comparison: 7 similar vehicles

Canonsburg, 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 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 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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