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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 4, 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

1,971 listings found

2001 Ford Explorer Sport Trac Base

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

2001 Ford Explorer Sport Trac Base

Ferndale, MI

UnscoredInsufficient · 0
$1,480242,277 mi

Ferndale, MI

2010 Ford Fusion SE

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

2010 Ford Fusion SE

Ferndale, MI

Unscored
$1,680195,116 mi

Comparison: 33 similar vehicles

Ferndale, MI

2007 Ford Edge SEL Plus

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

2007 Ford Edge SEL Plus

Ferndale, MI

UnscoredInsufficient · 3
$1,780122,895 mi

Comparison: 3 similar vehicles

Ferndale, MI

2013 Dodge Grand Caravan SXT

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

2013 Dodge Grand Caravan SXT

Ferndale, MI

UnscoredInsufficient · 3
$2,180226,818 mi

Comparison: 3 similar vehicles

Ferndale, MI

2011 Chevrolet Cruze 1LT

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

2011 Chevrolet Cruze 1LT

Ferndale, MI

Unscored
$2,995153,437 mi

Comparison: 9 similar vehicles

Ferndale, MI

2008 GMC Envoy SLE

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

2008 GMC Envoy SLE

Ferndale, MI

UnscoredInsufficient · 3
$3,080133,010 mi

Comparison: 3 similar vehicles

Ferndale, MI

2013 Toyota Camry SE

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

2013 Toyota Camry SE

Ferndale, MI

UnscoredInsufficient · 3
$3,180189,195 mi

Comparison: 3 similar vehicles

Ferndale, MI

2009 Volkswagen Jetta SE

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

2009 Volkswagen Jetta SE

Ferndale, MI

UnscoredInsufficient · 4
$3,280127,247 mi

Comparison: 4 similar vehicles

Ferndale, MI

2008 Ford Explorer Eddie Bauer

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

2008 Ford Explorer Eddie Bauer

Ferndale, MI

UnscoredInsufficient · 3
$3,575231,996 mi

Comparison: 3 similar vehicles

Ferndale, MI

2008 Saturn Aura XE

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

2008 Saturn Aura XE

Ferndale, MI

Unscored
$3,660163,560 mi

Comparison: 6 similar vehicles

Ferndale, MI

2014 Jeep Cherokee Limited

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

2014 Jeep Cherokee Limited

Ferndale, MI

Unscored
$4,164185,466 mi

Comparison: 12 similar vehicles

Ferndale, MI

2014 Dodge Grand Caravan SE

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

2014 Dodge Grand Caravan SE

Ferndale, MI

Unscored
$4,275153,962 mi

Comparison: 26 similar vehicles

Ferndale, MI

2013 Ford Escape SE

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

2013 Ford Escape SE

Ferndale, MI

Unscored
$4,760151,625 mi

Comparison: 34 similar vehicles

Ferndale, MI

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Ferndale, MI

Unscored
$4,950173,649 mi

Comparison: 74 similar vehicles

Ferndale, MI

2014 Ford Transit Connect XLT

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

2014 Ford Transit Connect XLT

Ferndale, MI

Unscored
$5,204185,051 mi

Comparison: 12 similar vehicles

Ferndale, MI

2017 Chevrolet Trax LT

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

2017 Chevrolet Trax LT

Ferndale, MI

Unscored
$6,075129,587 mi

Comparison: 12 similar vehicles

Ferndale, MI

2015 Ford Fusion SE

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

2015 Ford Fusion SE

Ferndale, MI

Unscored
$6,075142,510 mi

Comparison: 23 similar vehicles

Ferndale, MI

2017 Ford Focus SE

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

2017 Ford Focus SE

Ferndale, MI

Unscored
$6,560124,638 mi

Comparison: 13 similar vehicles

Ferndale, MI

2011 Subaru Legacy 2.5i

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

2011 Subaru Legacy 2.5i

Ferndale, MI

UnscoredInsufficient · 4
$6,628135,877 mi

Comparison: 4 similar vehicles

Ferndale, MI

2017 Nissan Altima S

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

2017 Nissan Altima S

Ferndale, MI

Unscored
$6,775163,900 mi

Comparison: 14 similar vehicles

Ferndale, MI

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Ferndale, MI

Fair PriceModerate · 21
$6,775113,672 mi

Market: $3,995 – $8,995

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Ferndale, MI

2014 Buick Encore Leather

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

2014 Buick Encore Leather

Ferndale, MI

Unscored
$6,78088,394 mi

Comparison: 8 similar vehicles

Ferndale, MI

2017 Ford Escape SE

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

2017 Ford Escape SE

Ferndale, MI

Unscored
$6,960130,798 mi

Comparison: 128 similar vehicles

Ferndale, MI

2011 Buick Lucerne CXL

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

2011 Buick Lucerne CXL

Ferndale, MI

Unscored
$7,104106,191 mi

Comparison: 8 similar vehicles

Ferndale, MI

2014 Chrysler Town & Country Touring-L

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

2014 Chrysler Town & Country Touring-L

Ferndale, MI

Unscored
$7,275133,059 mi

Comparison: 11 similar vehicles

Ferndale, MI

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Ferndale, MI

Unscored
$7,530179,444 mi

Comparison: 40 similar vehicles

Ferndale, MI

2004 Honda Element EX

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

2004 Honda Element EX

Ferndale, MI

Unscored
$7,628144,583 mi

Comparison: 5 similar vehicles

Ferndale, MI

2014 Hyundai Sonata GLS

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

2014 Hyundai Sonata GLS

Ferndale, MI

Fair PriceModerate · 26
$7,78097,912 mi

Market: $3,499 – $11,370

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Ferndale, MI

2018 Buick Encore Preferred II

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

2018 Buick Encore Preferred II

Ferndale, MI

Unscored
$7,995127,110 mi

Comparison: 19 similar vehicles

Ferndale, MI

2017 Jeep Cherokee North

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

2017 Jeep Cherokee North

Ferndale, MI

Unscored
$8,128152,334 mi

Comparison: 15 similar vehicles

Ferndale, MI

2017 Ford Escape SE

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

2017 Ford Escape SE

Ferndale, MI

Fair PriceRobust · 128
$8,16088,514 mi

Market: $3,300 – $17,995

Comparison: 128 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Ferndale, MI

2015 Ford Explorer Limited

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

2015 Ford Explorer Limited

Ferndale, MI

Unscored
$8,164130,751 mi

Comparison: 8 similar vehicles

Ferndale, MI

2018 Chevrolet Trax LT

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

2018 Chevrolet Trax LT

Ferndale, MI

Unscored
$8,275124,439 mi

Comparison: 72 similar vehicles

Ferndale, MI

2015 Chevrolet Malibu 2LT

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

2015 Chevrolet Malibu 2LT

Ferndale, MI

Fair PriceLimited · 17
$8,27591,926 mi

Market: $4,268 – $9,950

Comparison: 17 similar vehicles

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

Ferndale, MI

2013 BMW 3 Series 328i

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

2013 BMW 3 Series 328i

Ferndale, MI

UnscoredInsufficient · 4
$8,479122,080 mi

Comparison: 4 similar vehicles

Ferndale, MI

2004 Audi TT Base

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

2004 Audi TT Base

Ferndale, MI

Unscored
$8,495118,966 mi

Comparison: 8 similar vehicles

Ferndale, MI

2016 Nissan Rogue S

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

2016 Nissan Rogue S

Ferndale, MI

Unscored
$8,995102,539 mi

Comparison: 7 similar vehicles

Ferndale, MI

2013 Volkswagen GTI Driver's Edition

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

2013 Volkswagen GTI Driver's Edition

Ferndale, MI

Unscored
$9,128105,705 mi

Comparison: 6 similar vehicles

Ferndale, MI

2019 Ford Escape SEL

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

2019 Ford Escape SEL

Ferndale, MI

Unscored
$9,260136,410 mi

Comparison: 23 similar vehicles

Ferndale, MI

2018 Chevrolet Trax LT

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

2018 Chevrolet Trax LT

Ferndale, MI

Fair PriceRobust · 72
$9,26095,334 mi

Market: $4,309 – $16,280

Comparison: 72 similar vehicles

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

Ferndale, MI

2014 Dodge Durango SXT

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

2014 Dodge Durango SXT

Ferndale, MI

Unscored
$9,360130,474 mi

Comparison: 5 similar vehicles

Ferndale, MI

2017 Ford Escape SE

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

2017 Ford Escape SE

Ferndale, MI

Fair PriceRobust · 128
$9,42077,102 mi

Market: $3,300 – $17,995

Comparison: 128 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Ferndale, MI

2019 Chevrolet Trax LT

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

2019 Chevrolet Trax LT

Ferndale, MI

Fair PriceRobust · 59
$9,44086,002 mi

Market: $3,900 – $13,388

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Ferndale, MI

2012 Ford Explorer XLT

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

2012 Ford Explorer XLT

Ferndale, MI

Fair PriceLimited · 13
$9,46477,810 mi

Market: $4,750 – $9,879

Comparison: 13 similar vehicles

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

Ferndale, MI

2018 Ford Edge SEL

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

2018 Ford Edge SEL

Ferndale, MI

Fair PriceModerate · 27
$9,730112,693 mi

Market: $5,495 – $15,079

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Ferndale, MI

2019 Chevrolet Equinox 2FL

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

2019 Chevrolet Equinox 2FL

Ferndale, MI

Fair PriceRobust · 59
$9,940117,762 mi

Market: $5,599 – $16,788

Comparison: 59 similar vehicles

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

Ferndale, MI

2016 Hyundai Veloster

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

2016 Hyundai Veloster

Ferndale, MI

UnscoredInsufficient · 0
$9,96076,485 mi

Ferndale, MI

2018 Jeep Cherokee Latitude

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

2018 Jeep Cherokee Latitude

Ferndale, MI

Unscored
$9,995128,156 mi

Comparison: 36 similar vehicles

Ferndale, MI

2018 Ford Escape SE

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

2018 Ford Escape SE

Ferndale, MI

Fair PriceRobust · 92
$9,995104,459 mi

Market: $5,499 – $15,280

Comparison: 92 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 373 days listed (based on current market benchmarks)

Ferndale, MI

2017 Ford Escape SE

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

2017 Ford Escape SE

Ferndale, MI

Fair PriceRobust · 131
$9,995118,290 mi

Market: $3,300 – $17,995

Comparison: 131 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 380 days listed (based on current market benchmarks)

Ferndale, MI

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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