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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 11, 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

86 listings found

2008 Volvo S80 3.2

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

2008 Volvo S80 3.2

Lansdowne, PA

UnscoredInsufficient · 3
$3,495206,650 mi

Comparison: 3 similar vehicles

Lansdowne, PA

2005 Nissan Xterra SE

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

2005 Nissan Xterra SE

Lansdowne, PA

UnscoredInsufficient · 0
$3,495223,077 mi

Lansdowne, PA

2010 Buick Lucerne CXL

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

2010 Buick Lucerne CXL

Lansdowne, PA

UnscoredInsufficient · 4
$4,995130,501 mi

Comparison: 4 similar vehicles

Lansdowne, PA

2007 Pontiac G6 Base

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

2007 Pontiac G6 Base

Lansdowne, PA

OverpricedModerate · 21
$4,995103,888 mi

Market: $2,300 – $3,200

Comparison: 21 similar vehicles

Priced ~56% above the typical market range for similar vehicles (based on current market benchmarks)

Lansdowne, PA

2005 INFINITI G35 Base

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

2005 INFINITI G35 Base

Lansdowne, PA

UnscoredInsufficient · 0
$4,995119,534 mi

Lansdowne, PA

2005 INFINITI FX 35

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

2005 INFINITI FX 35

Lansdowne, PA

UnscoredInsufficient · 0
$4,995134,810 mi

Lansdowne, PA

2017 GENESIS G80 Base

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

2017 GENESIS G80 Base

Lansdowne, PA

Unscored
$5,495223,591 mi

Comparison: 25 similar vehicles

Lansdowne, PA

2015 Chevrolet Trax LTZ

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

2015 Chevrolet Trax LTZ

Lansdowne, PA

Unscored
$5,995133,404 mi

Comparison: 7 similar vehicles

Lansdowne, PA

2001 Chevrolet Camaro Z28

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

2001 Chevrolet Camaro Z28

Lansdowne, PA

UnscoredInsufficient · 0
$6,500169,000 mi

Lansdowne, PA

1993 Honda Accord

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

1993 Honda Accord

Lansdowne, PA

UnscoredInsufficient · 0
$7,000133,000 mi

Lansdowne, PA

2004 Chrysler Crossfire Base

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

2004 Chrysler Crossfire Base

Lansdowne, PA

Unscored
$7,500107,000 mi

Comparison: 5 similar vehicles

Lansdowne, PA

1997 Lexus LX 450

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

1997 Lexus LX 450

Lansdowne, PA

Unscored
$7,500290,000 mi

Comparison: 15 similar vehicles

Lansdowne, PA

2013 Honda Fit Sport

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

2013 Honda Fit Sport

Lansdowne, PA

Fair PriceLimited · 18
$7,995115,580 mi

Market: $5,894 – $12,150

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 days listed (based on current market benchmarks)

Lansdowne, PA

1999 Chevrolet Silverado LS

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

1999 Chevrolet Silverado LS

Lansdowne, PA

UnscoredInsufficient · 3
$8,500201,000 mi

Comparison: 3 similar vehicles

Lansdowne, PA

1987 Chevrolet El Camino

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

1987 Chevrolet El Camino

Lansdowne, PA

UnscoredInsufficient · 0
$8,50094,000 mi

Lansdowne, PA

1985 Cadillac Seville

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

1985 Cadillac Seville

Lansdowne, PA

UnscoredInsufficient · 0
$8,50095,000 mi

Lansdowne, PA

2016 Kia Forte LX

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

2016 Kia Forte LX

Lansdowne, PA

Fair PriceModerate · 34
$8,995101,987 mi

Market: $3,495 – $10,998

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 147 days listed (based on current market benchmarks)

Lansdowne, PA

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Lansdowne, PA

OverpricedModerate · 27
$8,995115,605 mi

Market: $2,695 – $7,490

Comparison: 27 similar vehicles

Priced ~20% above the typical market range for similar vehicles (based on current market benchmarks)

Lansdowne, PA

1992 Ford N series

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

1992 Ford N series

Lansdowne, PA

UnscoredInsufficient · 0
$9,000Mileage not verified

Lansdowne, PA

1986 Honda Civic

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

1986 Honda Civic

Lansdowne, PA

UnscoredInsufficient · 0
$9,500Mileage not verified

Lansdowne, PA

2010 Chevrolet Silverado 1500 Work Truck

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

2010 Chevrolet Silverado 1500 Work Truck

Lansdowne, PA

UnscoredInsufficient · 0
$9,595138,284 mi

Lansdowne, PA

2016 INFINITI QX50 Base

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

2016 INFINITI QX50 Base

Lansdowne, PA

Unscored
$9,995121,083 mi

Comparison: 8 similar vehicles

Lansdowne, PA

2010 Chevrolet Colorado 1LT

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

2010 Chevrolet Colorado 1LT

Lansdowne, PA

Unscored
$9,995137,041 mi

Comparison: 8 similar vehicles

Lansdowne, PA

2017 Hyundai Santa Fe Sport

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

2017 Hyundai Santa Fe Sport

Lansdowne, PA

Fair PriceModerate · 37
$10,995111,639 mi

Market: $3,900 – $14,999

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Lansdowne, PA

2018 Nissan Altima S

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

2018 Nissan Altima S

Lansdowne, PA

Fair PriceLimited · 12
$11,59598,536 mi

Market: $3,200 – $15,995

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 132 days listed (based on current market benchmarks)

Lansdowne, PA

2016 Buick Encore Premium

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

2016 Buick Encore Premium

Lansdowne, PA

UnscoredInsufficient · 0
$11,59557,171 mi

Lansdowne, PA

2017 Chevrolet Equinox Premier

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

2017 Chevrolet Equinox Premier

Lansdowne, PA

UnscoredInsufficient · 3
$11,995111,558 mi

Comparison: 3 similar vehicles

Lansdowne, PA

2016 Hyundai Genesis Base

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

2016 Hyundai Genesis Base

Lansdowne, PA

UnscoredInsufficient · 3
$11,995131,916 mi

Comparison: 3 similar vehicles

Lansdowne, PA

2016 Nissan Rogue S

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

2016 Nissan Rogue S

Lansdowne, PA

Fair PriceLimited · 19
$12,59585,779 mi

Market: $5,250 – $13,995

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Lansdowne, PA

2000 Ford Excursion LIMITED

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

2000 Ford Excursion LIMITED

Lansdowne, PA

UnscoredInsufficient · 3
$12,900143,000 mi

Comparison: 3 similar vehicles

Lansdowne, PA

2019 Hyundai Sonata SEL

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

2019 Hyundai Sonata SEL

Lansdowne, PA

Fair PriceModerate · 30
$12,99567,406 mi

Market: $5,995 – $16,998

Comparison: 30 similar vehicles

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

Lansdowne, PA

2019 GENESIS G70 Advanced

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

2019 GENESIS G70 Advanced

Lansdowne, PA

UnscoredInsufficient · 3
$12,995145,216 mi

Comparison: 3 similar vehicles

Lansdowne, PA

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Lansdowne, PA

Fair PriceRobust · 64
$12,99591,933 mi

Market: $2,500 – $15,998

Comparison: 64 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Lansdowne, PA

2017 Chevrolet Trax LT

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

2017 Chevrolet Trax LT

Lansdowne, PA

Fair PriceLimited · 12
$12,99564,700 mi

Market: $3,800 – $13,590

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Lansdowne, PA

2016 Hyundai Tucson SE

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

2016 Hyundai Tucson SE

Lansdowne, PA

Fair PriceLimited · 19
$12,99574,675 mi

Market: $9,480 – $15,999

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Lansdowne, PA

2020 Kia Sportage EX

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

2020 Kia Sportage EX

Lansdowne, PA

UnscoredInsufficient · 4
$13,99592,451 mi

Comparison: 4 similar vehicles

Lansdowne, PA

2017 Jeep Cherokee Limited

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

2017 Jeep Cherokee Limited

Lansdowne, PA

Unscored
$13,99584,479 mi

Comparison: 5 similar vehicles

Lansdowne, PA

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Lansdowne, PA

Fair PriceLimited · 10
$13,99551,205 mi

Market: $6,900 – $14,489

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Lansdowne, PA

2016 Mitsubishi Outlander SEL

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

2016 Mitsubishi Outlander SEL

Lansdowne, PA

UnscoredInsufficient · 3
$13,99586,564 mi

Comparison: 3 similar vehicles

Lansdowne, PA

2013 Chevrolet Silverado 1500 LT

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

2013 Chevrolet Silverado 1500 LT

Lansdowne, PA

Unscored
$13,995144,465 mi

Comparison: 12 similar vehicles

Lansdowne, PA

2023 Kia Forte LXS

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

2023 Kia Forte LXS

Lansdowne, PA

Unscored
$14,99590,567 mi

Comparison: 8 similar vehicles

Lansdowne, PA

2015 Dodge Charger SXT

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

2015 Dodge Charger SXT

Lansdowne, PA

UnscoredInsufficient · 3
$14,995106,985 mi

Comparison: 3 similar vehicles

Lansdowne, PA

1986 Mercedes-Benz 560

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

1986 Mercedes-Benz 560

Lansdowne, PA

UnscoredInsufficient · 0
$15,000Mileage not verified

Lansdowne, PA

2018 Nissan Altima S

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

2018 Nissan Altima S

Lansdowne, PA

Salvage title
$15,99582,560 mi

Lansdowne, PA

2019 Mazda CX-5 Grand Touring

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

2019 Mazda CX-5 Grand Touring

Lansdowne, PA

Fair PriceModerate · 22
$16,995108,706 mi

Market: $15,530 – $24,999

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Lansdowne, PA

2018 BMW 4 Series 430i

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

2018 BMW 4 Series 430i

Lansdowne, PA

Fair PriceModerate · 20
$16,995105,483 mi

Market: $13,995 – $22,675

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 280 days listed (based on current market benchmarks)

Lansdowne, PA

2015 Chevrolet Silverado 1500 LT

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

2015 Chevrolet Silverado 1500 LT

Lansdowne, PA

Unscored
$16,995124,302 mi

Comparison: 37 similar vehicles

Lansdowne, PA

1988 Jeep Wrangler

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

1988 Jeep Wrangler

Lansdowne, PA

UnscoredInsufficient · 0
$17,50010,000 mi

Lansdowne, PA

2023 Volvo S90 Plus

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

2023 Volvo S90 Plus

Lansdowne, PA

Unscored
$17,995134,312 mi

Comparison: 11 similar vehicles

Lansdowne, PA

2022 Chevrolet Malibu RS

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

2022 Chevrolet Malibu RS

Lansdowne, PA

UnscoredInsufficient · 0
$17,99562,776 mi

Lansdowne, PA

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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