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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 7, 2026

7.1M+

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

171 listings found

2004 BMW 5 Series 525i

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

2004 BMW 5 Series 525i

Shillington, PA

UnscoredInsufficient · 0
$3,000221,893 mi

Shillington, PA

2009 Honda Accord EX

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

2009 Honda Accord EX

Shillington, PA

UnscoredInsufficient · 4
$3,500313,943 mi

Comparison: 4 similar vehicles

Shillington, PA

2004 Saturn ION 2

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

2004 Saturn ION 2

Shillington, PA

Unscored
$3,99580,028 mi

Comparison: 6 similar vehicles

Shillington, PA

2008 Volvo XC90 V8

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

2008 Volvo XC90 V8

Shillington, PA

UnscoredInsufficient · 0
$4,495200,658 mi

Shillington, PA

2010 Chrysler Town & Country Touring

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

2010 Chrysler Town & Country Touring

Shillington, PA

Unscored
$5,995180,101 mi

Comparison: 16 similar vehicles

Shillington, PA

2004 Lexus RX 330

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

2004 Lexus RX 330

Shillington, PA

Unscored
$5,995274,999 mi

Comparison: 24 similar vehicles

Shillington, PA

2018 Kia Soul +

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

2018 Kia Soul +

Shillington, PA

Unscored
$7,99574,000 mi

Comparison: 5 similar vehicles

Shillington, PA

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Shillington, PA

Unscored
$7,995129,020 mi

Comparison: 8 similar vehicles

Shillington, PA

2013 Ford Transit Connect XLT

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

2013 Ford Transit Connect XLT

Shillington, PA

Unscored
$7,995141,180 mi

Comparison: 13 similar vehicles

Shillington, PA

2014 Nissan Altima SL

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

2014 Nissan Altima SL

Shillington, PA

Fair PriceLimited · 14
$8,485103,817 mi

Market: $5,498 – $12,950

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Shillington, PA

2013 Mercedes-Benz C-Class C300 Sport

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

2013 Mercedes-Benz C-Class C300 Sport

Shillington, PA

Unscored
$8,950164,794 mi

Comparison: 6 similar vehicles

Shillington, PA

2015 Ford Focus Titanium

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

2015 Ford Focus Titanium

Shillington, PA

UnscoredInsufficient · 0
$8,99558,481 mi

Shillington, PA

2014 Subaru Outback 2.5i Limited

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

2014 Subaru Outback 2.5i Limited

Shillington, PA

Unscored
$8,995174,417 mi

Comparison: 42 similar vehicles

Shillington, PA

2013 Ford Escape SE

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

2013 Ford Escape SE

Shillington, PA

Fair PriceLimited · 10
$8,99576,576 mi

Market: $5,795 – $9,990

Comparison: 10 similar vehicles

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

Shillington, PA

2017 Jeep Renegade Sport

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

2017 Jeep Renegade Sport

Shillington, PA

Fair PriceModerate · 23
$9,995Mileage not verified

Market: $4,999 – $15,995

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 185 days listed (based on current market benchmarks)

Shillington, PA

2012 Toyota Corolla LE

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

2012 Toyota Corolla LE

Shillington, PA

UnscoredInsufficient · 3
$9,995127,824 mi

Comparison: 3 similar vehicles

Shillington, PA

2007 MINI Cooper Base

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

2007 MINI Cooper Base

Shillington, PA

UnscoredInsufficient · 0
$9,99512,538 mi

Shillington, PA

2016 Ford Transit Base

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

2016 Ford Transit Base

Shillington, PA

Unscored
$10,000274,170 mi

Comparison: 8 similar vehicles

Shillington, PA

2011 Honda Civic LX

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

2011 Honda Civic LX

Shillington, PA

Unscored
$10,695114,811 mi

Comparison: 5 similar vehicles

Shillington, PA

2019 Nissan Altima S

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

2019 Nissan Altima S

Shillington, PA

Unscored
$10,995127,839 mi

Comparison: 5 similar vehicles

Shillington, PA

2011 Toyota Corolla S

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

2011 Toyota Corolla S

Shillington, PA

OverpricedLimited · 11
$10,995104,083 mi

Market: $6,995 – $10,850

Comparison: 11 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Shillington, PA

2017 Honda Civic EX-T

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

2017 Honda Civic EX-T

Shillington, PA

Unscored
$13,995126,693 mi

Comparison: 65 similar vehicles

Shillington, PA

2019 GMC Acadia SLE-1

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

2019 GMC Acadia SLE-1

Shillington, PA

Unscored
$14,175123,663 mi

Comparison: 10 similar vehicles

Shillington, PA

2015 Mazda MAZDA3 s Grand Touring

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

2015 Mazda MAZDA3 s Grand Touring

Shillington, PA

UnscoredInsufficient · 0
$16,47547,887 mi

Shillington, PA

2016 Audi S3 Premium Plus

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

2016 Audi S3 Premium Plus

Shillington, PA

Unscored
$17,559102,000 mi

Comparison: 6 similar vehicles

Shillington, PA

2022 Chevrolet Equinox LT

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

2022 Chevrolet Equinox LT

Shillington, PA

Fair PriceLimited · 19
$17,99597,239 mi

Market: $16,186 – $21,062

Comparison: 19 similar vehicles

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

Shillington, PA

2013 RAM 1500 Pickup SLT

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

2013 RAM 1500 Pickup SLT

Shillington, PA

OverpricedLimited · 11
$17,995104,855 mi

Market: $8,450 – $16,595

Comparison: 11 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Shillington, PA

2018 Mercedes-Benz CLA CLA250

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

2018 Mercedes-Benz CLA CLA250

Shillington, PA

UnscoredInsufficient · 3
$18,10084,207 mi

Comparison: 3 similar vehicles

Shillington, PA

2022 Toyota Corolla LE

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

2022 Toyota Corolla LE

Shillington, PA

OverpricedLimited · 16
$18,375104,757 mi

Market: $14,498 – $17,985

Comparison: 16 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Shillington, PA

2019 RAM 1500 Pickup Big Horn/Lone Star

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

2019 RAM 1500 Pickup Big Horn/Lone Star

Shillington, PA

Unscored
$18,475129,226 mi

Comparison: 96 similar vehicles

Shillington, PA

2022 Mitsubishi Outlander SE

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

2022 Mitsubishi Outlander SE

Shillington, PA

Fair PriceLimited · 12
$18,87595,669 mi

Market: $15,180 – $23,290

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 104 days listed (based on current market benchmarks)

Shillington, PA

2020 Ford Explorer XLT

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

2020 Ford Explorer XLT

Shillington, PA

Unscored
$18,995127,951 mi

Comparison: 64 similar vehicles

Shillington, PA

2017 RAM 1500 Pickup Express

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

2017 RAM 1500 Pickup Express

Shillington, PA

Unscored
$18,995105,904 mi

Comparison: 6 similar vehicles

Shillington, PA

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Shillington, PA

Fair PriceLimited · 16
$19,97524,902 mi

Market: $19,900 – $22,377

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 115 days listed (based on current market benchmarks)

Shillington, PA

2019 GMC Terrain Denali

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

2019 GMC Terrain Denali

Shillington, PA

UnscoredInsufficient · 4
$20,37559,035 mi

Comparison: 4 similar vehicles

Shillington, 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

Shillington, PA

Fair PriceModerate · 22
$20,47592,700 mi

Market: $13,500 – $27,999

Comparison: 22 similar vehicles

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

Shillington, PA

2023 Buick Encore GX Essence

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

2023 Buick Encore GX Essence

Shillington, PA

Fair PriceRobust · 50
$21,27528,861 mi

Market: $19,990 – $30,467

Comparison: 50 similar vehicles

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

Shillington, PA

2026 Toyota Corolla LE

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

2026 Toyota Corolla LE

Shillington, PA

Great DealModerate · 32
$21,985657 mi

Market: $22,999 – $27,420

Comparison: 32 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 115 days listed (based on current market benchmarks)

Shillington, PA

2015 GMC Sierra 1500 Denali

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

2015 GMC Sierra 1500 Denali

Shillington, PA

UnscoredInsufficient · 4
$22,975115,001 mi

Comparison: 4 similar vehicles

Shillington, PA

2018 Acura TLX Advance Package

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

2018 Acura TLX Advance Package

Shillington, PA

Unscored
$22,995112,296 mi

Comparison: 9 similar vehicles

Shillington, PA

2018 Mercedes-Benz C-Class Coupe C300

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

2018 Mercedes-Benz C-Class Coupe C300

Shillington, PA

OverpricedLimited · 15
$23,15068,087 mi

Market: $12,995 – $22,998

Comparison: 15 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Shillington, PA

2019 Subaru Forester Touring

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

2019 Subaru Forester Touring

Shillington, PA

Fair PriceLimited · 16
$23,37545,484 mi

Market: $18,686 – $24,682

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Shillington, PA

2024 Chevrolet Colorado Work Truck

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

2024 Chevrolet Colorado Work Truck

Shillington, PA

UnscoredInsufficient · 4
$23,77531,698 mi

Comparison: 4 similar vehicles

Shillington, PA

2023 Hyundai Santa Fe SEL

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

2023 Hyundai Santa Fe SEL

Shillington, PA

Fair PriceRobust · 69
$24,37522,114 mi

Market: $23,381 – $26,969

Comparison: 69 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Shillington, PA

2021 Acura RDX A-Spec Package

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

2021 Acura RDX A-Spec Package

Shillington, PA

Fair PriceModerate · 38
$24,47592,681 mi

Market: $15,688 – $32,494

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Shillington, PA

2018 Tesla Model 3 Long Range Dual Motor

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

2018 Tesla Model 3 Long Range Dual Motor

Shillington, PA

Fair PriceLimited · 13
$25,00038,000 mi

Market: $23,994 – $28,533

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1280 days listed (based on current market benchmarks)

Shillington, PA

2018 Chevrolet Silverado 1500 LT Z71

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

2018 Chevrolet Silverado 1500 LT Z71

Shillington, PA

Fair PriceLimited · 12
$25,07590,702 mi

Market: $18,999 – $28,995

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Shillington, PA

2023 Volvo XC40 Plus

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

2023 Volvo XC40 Plus

Shillington, PA

Fair PriceModerate · 25
$25,47573,599 mi

Market: $20,075 – $26,975

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Shillington, PA

2015 Ford F-150 Lariat

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

2015 Ford F-150 Lariat

Shillington, PA

Unscored
$26,375133,615 mi

Comparison: 9 similar vehicles

Shillington, PA

2018 Chevrolet Silverado 1500 LT Z71

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

2018 Chevrolet Silverado 1500 LT Z71

Shillington, PA

Fair PriceLimited · 12
$26,77582,344 mi

Market: $18,999 – $28,995

Comparison: 12 similar vehicles

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

Shillington, PA

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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