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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

263 listings found

2009 Honda Accord LX-S

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

2009 Honda Accord LX-S

Rutherford, NJ

UnscoredInsufficient · 0
$5,895171,290 mi

Rutherford, NJ

2010 Toyota Camry LE

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

2010 Toyota Camry LE

Rutherford, NJ

Unscored
$6,395131,987 mi

Comparison: 13 similar vehicles

Rutherford, NJ

2012 Nissan Murano SL

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

2012 Nissan Murano SL

Rutherford, NJ

Unscored
$6,895108,938 mi

Comparison: 5 similar vehicles

Rutherford, NJ

2016 Volkswagen Jetta SE

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

2016 Volkswagen Jetta SE

Rutherford, NJ

UnscoredInsufficient · 3
$6,995154,067 mi

Comparison: 3 similar vehicles

Rutherford, NJ

2016 Jeep Compass High Altitude

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

2016 Jeep Compass High Altitude

Rutherford, NJ

Fair PriceLimited · 11
$7,495116,626 mi

Market: $3,000 – $7,980

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Rutherford, NJ

2015 Kia Sorento LX

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

2015 Kia Sorento LX

Rutherford, NJ

Fair PriceLimited · 14
$7,895106,625 mi

Market: $2,495 – $15,995

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 149 days listed (based on current market benchmarks)

Rutherford, NJ

2012 Ford Focus SE

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

2012 Ford Focus SE

Rutherford, NJ

UnscoredInsufficient · 0
$7,99537,045 mi

Rutherford, NJ

2017 Chevrolet Malibu 1LS

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

2017 Chevrolet Malibu 1LS

Rutherford, NJ

UnscoredInsufficient · 4
$8,99572,625 mi

Comparison: 4 similar vehicles

Rutherford, NJ

2020 Ford Ecosport SE

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

2020 Ford Ecosport SE

Rutherford, NJ

Unscored
$9,395117,743 mi

Comparison: 5 similar vehicles

Rutherford, NJ

2018 Nissan Rogue S

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

2018 Nissan Rogue S

Rutherford, NJ

Fair PriceModerate · 27
$9,395106,501 mi

Market: $5,495 – $16,995

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 163 days listed (based on current market benchmarks)

Rutherford, NJ

2020 Chevrolet Malibu 1LT

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

2020 Chevrolet Malibu 1LT

Rutherford, NJ

Fair PriceLimited · 11
$9,995104,955 mi

Market: $5,900 – $23,995

Comparison: 11 similar vehicles

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

Rutherford, NJ

2018 Ford Focus SE

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

2018 Ford Focus SE

Rutherford, NJ

UnscoredInsufficient · 3
$9,99569,707 mi

Comparison: 3 similar vehicles

Rutherford, NJ

2019 Ford Ecosport Titanium

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

2019 Ford Ecosport Titanium

Rutherford, NJ

Fair PriceLimited · 14
$10,39573,165 mi

Market: $6,850 – $15,900

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 151 days listed (based on current market benchmarks)

Rutherford, NJ

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Rutherford, NJ

Fair PriceLimited · 14
$10,39594,575 mi

Market: $6,900 – $17,995

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 215 days listed (based on current market benchmarks)

Rutherford, NJ

2018 Volkswagen Golf S

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

2018 Volkswagen Golf S

Rutherford, NJ

UnscoredInsufficient · 4
$10,395114,303 mi

Comparison: 4 similar vehicles

Rutherford, NJ

2017 INFINITI QX30 Premium

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

2017 INFINITI QX30 Premium

Rutherford, NJ

Unscored
$10,395111,675 mi

Comparison: 9 similar vehicles

Rutherford, NJ

2016 Mercedes-Benz C-Class C300

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

2016 Mercedes-Benz C-Class C300

Rutherford, NJ

Fair PriceModerate · 29
$10,395111,525 mi

Market: $6,800 – $18,500

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 321 days listed (based on current market benchmarks)

Rutherford, NJ

2019 Hyundai Santa Fe SE

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

2019 Hyundai Santa Fe SE

Rutherford, NJ

Unscored
$10,795138,820 mi

Comparison: 15 similar vehicles

Rutherford, NJ

2020 Nissan Rogue SV

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

2020 Nissan Rogue SV

Rutherford, NJ

Fair PriceModerate · 28
$10,895119,113 mi

Market: $7,000 – $19,164

Comparison: 28 similar vehicles

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

Rutherford, NJ

2018 Ford Escape SEL

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

2018 Ford Escape SEL

Rutherford, NJ

Fair PriceModerate · 22
$10,89571,554 mi

Market: $3,500 – $16,995

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 162 days listed (based on current market benchmarks)

Rutherford, NJ

2017 Hyundai Tucson Sport

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

2017 Hyundai Tucson Sport

Rutherford, NJ

Unscored
$10,895106,185 mi

Comparison: 6 similar vehicles

Rutherford, NJ

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Rutherford, NJ

UnscoredInsufficient · 4
$10,99553,099 mi

Comparison: 4 similar vehicles

Rutherford, NJ

2021 Ford Bronco Sport Big Bend

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

2021 Ford Bronco Sport Big Bend

Rutherford, NJ

Unscored
$11,995155,923 mi

Comparison: 28 similar vehicles

Rutherford, NJ

2018 Hyundai Tucson SE

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

2018 Hyundai Tucson SE

Rutherford, NJ

Fair PriceModerate · 24
$11,99582,195 mi

Market: $7,960 – $15,998

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Rutherford, NJ

2020 Hyundai Elantra SEL

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

2020 Hyundai Elantra SEL

Rutherford, NJ

UnscoredInsufficient · 3
$12,39557,401 mi

Comparison: 3 similar vehicles

Rutherford, NJ

2017 Jeep Grand Cherokee Overland

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

2017 Jeep Grand Cherokee Overland

Rutherford, NJ

Unscored
$12,495134,139 mi

Comparison: 19 similar vehicles

Rutherford, NJ

2018 Chevrolet Suburban LT

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

2018 Chevrolet Suburban LT

Rutherford, NJ

Fair PriceLimited · 12
$13,995116,629 mi

Market: $10,200 – $28,590

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Rutherford, NJ

2019 Jeep Grand Cherokee Altitude

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

2019 Jeep Grand Cherokee Altitude

Rutherford, NJ

Fair PriceRobust · 54
$14,395111,847 mi

Market: $9,999 – $20,995

Comparison: 54 similar vehicles

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

Rutherford, NJ

2019 Chevrolet Equinox Premier

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

2019 Chevrolet Equinox Premier

Rutherford, NJ

Unscored
$14,49570,523 mi

Comparison: 7 similar vehicles

Rutherford, NJ

2022 Ford Transit Connect XL

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

2022 Ford Transit Connect XL

Rutherford, NJ

Unscored
$14,995123,520 mi

Comparison: 23 similar vehicles

Rutherford, NJ

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Rutherford, NJ

OverpricedModerate · 41
$15,49971,025 mi

Market: $7,450 – $15,281

Comparison: 41 similar vehicles

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

Rutherford, NJ

2014 RAM 1500 Pickup Tradesman

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

2014 RAM 1500 Pickup Tradesman

Rutherford, NJ

Unscored
$15,89594,179 mi

Comparison: 5 similar vehicles

Rutherford, NJ

2018 Jeep Renegade Trailhawk

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

2018 Jeep Renegade Trailhawk

Rutherford, NJ

UnscoredInsufficient · 0
$16,52540,312 mi

Rutherford, NJ

2017 GMC Yukon SLE

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

2017 GMC Yukon SLE

Rutherford, NJ

UnscoredInsufficient · 4
$16,895100,545 mi

Comparison: 4 similar vehicles

Rutherford, NJ

2018 Toyota Camry XLE

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

2018 Toyota Camry XLE

Rutherford, NJ

UnscoredInsufficient · 4
$17,49581,154 mi

Comparison: 4 similar vehicles

Rutherford, NJ

2018 Chevrolet Silverado 1500 LT

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

2018 Chevrolet Silverado 1500 LT

Rutherford, NJ

Unscored
$18,695136,675 mi

Comparison: 30 similar vehicles

Rutherford, NJ

2020 Kia Telluride EX

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

2020 Kia Telluride EX

Rutherford, NJ

Fair PriceLimited · 17
$18,79991,695 mi

Market: $14,888 – $24,990

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Rutherford, NJ

2017 Chevrolet Silverado 1500 LT

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

2017 Chevrolet Silverado 1500 LT

Rutherford, NJ

Unscored
$18,995126,865 mi

Comparison: 19 similar vehicles

Rutherford, NJ

2019 Chevrolet Silverado 1500 LT

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

2019 Chevrolet Silverado 1500 LT

Rutherford, NJ

Unscored
$19,995122,505 mi

Comparison: 23 similar vehicles

Rutherford, NJ

2022 Ford Escape SE

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

2022 Ford Escape SE

Rutherford, NJ

OverpricedModerate · 28
$20,12526,508 mi

Market: $16,555 – $18,649

Comparison: 28 similar vehicles

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

Rutherford, NJ

2022 Nissan Rogue SV

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

2022 Nissan Rogue SV

Rutherford, NJ

UnscoredInsufficient · 4
$21,12534,818 mi

Comparison: 4 similar vehicles

Rutherford, NJ

2019 Ford Ranger XLT

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

2019 Ford Ranger XLT

Rutherford, NJ

Fair PriceLimited · 13
$21,12596,143 mi

Market: $17,995 – $22,030

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 214 days listed (based on current market benchmarks)

Rutherford, NJ

2024 Ford Escape Active

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

2024 Ford Escape Active

Rutherford, NJ

Fair PriceRobust · 55
$22,99935,217 mi

Market: $18,800 – $24,000

Comparison: 55 similar vehicles

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

Rutherford, NJ

2023 Ford Escape Active

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

2023 Ford Escape Active

Rutherford, NJ

Fair PriceModerate · 35
$22,99931,116 mi

Market: $18,616 – $25,522

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Rutherford, NJ

2022 Ford Explorer XLT

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

2022 Ford Explorer XLT

Rutherford, NJ

Fair PriceModerate · 37
$23,29968,687 mi

Market: $14,795 – $27,995

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Rutherford, NJ

2022 Ford Edge SEL

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

2022 Ford Edge SEL

Rutherford, NJ

Unscored
$23,62533,150 mi

Comparison: 5 similar vehicles

Rutherford, NJ

2023 Ford Escape Active

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

2023 Ford Escape Active

Rutherford, NJ

Fair PriceModerate · 34
$23,69920,044 mi

Market: $20,239 – $25,599

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Rutherford, NJ

2023 Ford Escape Active

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

2023 Ford Escape Active

Rutherford, NJ

Fair PriceRobust · 60
$23,99913,423 mi

Market: $20,415 – $26,170

Comparison: 60 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Rutherford, NJ

2022 Ford Escape SEL

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

2022 Ford Escape SEL

Rutherford, NJ

UnscoredInsufficient · 4
$24,2996,587 mi

Comparison: 4 similar vehicles

Rutherford, NJ

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Rutherford, NJ

Fair PriceRobust · 75
$24,99932,814 mi

Market: $15,588 – $38,988

Comparison: 75 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Rutherford, NJ

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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