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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

1,150 listings found

2011 Nissan Altima S

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

2011 Nissan Altima S

Fort Payne, AL

Unscored
$2,400205,688 mi

Comparison: 42 similar vehicles

Fort Payne, AL

2010 Chevrolet Aveo 1LT

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

2010 Chevrolet Aveo 1LT

Fort Payne, AL

UnscoredInsufficient · 0
$2,800121,757 mi

Fort Payne, AL

2011 Honda Odyssey Touring

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

2011 Honda Odyssey Touring

Fort Payne, AL

UnscoredInsufficient · 4
$3,000228,462 mi

Comparison: 4 similar vehicles

Fort Payne, AL

2006 Toyota Camry Solara SE

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

2006 Toyota Camry Solara SE

Fort Payne, AL

Unscored
$3,700195,895 mi

Comparison: 10 similar vehicles

Fort Payne, AL

2010 Chevrolet Traverse LS

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

2010 Chevrolet Traverse LS

Fort Payne, AL

UnscoredInsufficient · 0
$3,900175,010 mi

Fort Payne, AL

2008 Chevrolet Malibu Classic LS

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

2008 Chevrolet Malibu Classic LS

Fort Payne, AL

UnscoredInsufficient · 0
$3,995188,096 mi

Fort Payne, AL

2013 Chrysler 300 Base

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

2013 Chrysler 300 Base

Fort Payne, AL

Unscored
$4,200237,584 mi

Comparison: 9 similar vehicles

Fort Payne, AL

2013 Chevrolet Equinox LS

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

2013 Chevrolet Equinox LS

Fort Payne, AL

Unscored
$4,700141,512 mi

Comparison: 29 similar vehicles

Fort Payne, AL

2016 Chrysler Town & Country Touring

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

2016 Chrysler Town & Country Touring

Fort Payne, AL

Unscored
$4,900147,059 mi

Comparison: 42 similar vehicles

Fort Payne, AL

2011 Nissan Maxima SV

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

2011 Nissan Maxima SV

Fort Payne, AL

Unscored
$4,995138,941 mi

Comparison: 8 similar vehicles

Fort Payne, AL

2010 Cadillac SRX Performance Collection

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

2010 Cadillac SRX Performance Collection

Fort Payne, AL

UnscoredInsufficient · 3
$4,995147,380 mi

Comparison: 3 similar vehicles

Fort Payne, AL

2016 Chevrolet Traverse 2LT

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

2016 Chevrolet Traverse 2LT

Fort Payne, AL

Unscored
$5,000219,085 mi

Comparison: 45 similar vehicles

Fort Payne, AL

2015 Nissan Rogue S

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

2015 Nissan Rogue S

Fort Payne, AL

Unscored
$5,000206,279 mi

Comparison: 27 similar vehicles

Fort Payne, AL

2015 FIAT 500 Pop

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

2015 FIAT 500 Pop

Fort Payne, AL

UnscoredInsufficient · 0
$5,400105,859 mi

Fort Payne, AL

2014 GMC Terrain SLE-1

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

2014 GMC Terrain SLE-1

Fort Payne, AL

Fair PriceModerate · 24
$5,500116,671 mi

Market: $5,950 – $10,687

Comparison: 24 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 92 days listed (based on current market benchmarks)

Fort Payne, AL

2008 GMC Canyon WT

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

2008 GMC Canyon WT

Fort Payne, AL

UnscoredInsufficient · 0
$5,500162,471 mi

Fort Payne, AL

2017 Chrysler Pacifica Touring

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

2017 Chrysler Pacifica Touring

Fort Payne, AL

Unscored
$5,700186,296 mi

Comparison: 26 similar vehicles

Fort Payne, AL

2016 Chevrolet Traverse 1LT

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

2016 Chevrolet Traverse 1LT

Fort Payne, AL

Unscored
$5,700140,004 mi

Comparison: 26 similar vehicles

Fort Payne, AL

2017 Toyota Camry LE

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

2017 Toyota Camry LE

Fort Payne, AL

Unscored
$5,800227,600 mi

Comparison: 67 similar vehicles

Fort Payne, AL

2017 Nissan Pathfinder S

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

2017 Nissan Pathfinder S

Fort Payne, AL

Unscored
$5,900151,414 mi

Comparison: 16 similar vehicles

Fort Payne, AL

2007 Ford F-150 XLT

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

2007 Ford F-150 XLT

Fort Payne, AL

Unscored
$5,900161,808 mi

Comparison: 26 similar vehicles

Fort Payne, AL

2019 Kia Soul Base

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

2019 Kia Soul Base

Fort Payne, AL

Unscored
$5,995157,088 mi

Comparison: 64 similar vehicles

Fort Payne, AL

2008 Toyota Tundra Grade

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

2008 Toyota Tundra Grade

Fort Payne, AL

UnscoredInsufficient · 4
$5,995316,474 mi

Comparison: 4 similar vehicles

Fort Payne, AL

2006 Cadillac SRX Base

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

2006 Cadillac SRX Base

Fort Payne, AL

UnscoredInsufficient · 0
$5,995104,284 mi

Fort Payne, AL

2018 Chevrolet Cruze LT

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

2018 Chevrolet Cruze LT

Fort Payne, AL

Fair PriceModerate · 46
$6,000101,617 mi

Market: $5,900 – $17,498

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

Fort Payne, AL

2016 Honda Civic LX

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

2016 Honda Civic LX

Fort Payne, AL

Unscored
$6,000210,295 mi

Comparison: 89 similar vehicles

Fort Payne, AL

2014 Chevrolet Express Cutaway Base

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

2014 Chevrolet Express Cutaway Base

Fort Payne, AL

Unscored
$5,000246,767 mi

Comparison: 9 similar vehicles

Fort Payne, AL

2001 GMC Safari Cargo SL

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

2001 GMC Safari Cargo SL

Fort Payne, AL

UnscoredInsufficient · 0
$6,00068,379 mi

Fort Payne, AL

2021 Chevrolet Malibu 1LT

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

2021 Chevrolet Malibu 1LT

Fort Payne, AL

UnscoredInsufficient · 3
$6,700174,296 mi

Comparison: 3 similar vehicles

Fort Payne, AL

2018 Nissan Pathfinder S

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

2018 Nissan Pathfinder S

Fort Payne, AL

Unscored
$6,700143,213 mi

Comparison: 9 similar vehicles

Fort Payne, AL

2020 Ford Fusion SEL

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

2020 Ford Fusion SEL

Fort Payne, AL

Unscored
$6,900124,986 mi

Comparison: 14 similar vehicles

Fort Payne, AL

2011 Toyota RAV4 Sport

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

2011 Toyota RAV4 Sport

Fort Payne, AL

Unscored
$6,900155,598 mi

Comparison: 5 similar vehicles

Fort Payne, AL

2013 Honda Accord LX

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

2013 Honda Accord LX

Fort Payne, AL

Unscored
$7,000135,129 mi

Comparison: 51 similar vehicles

Fort Payne, AL

2019 Chevrolet Malibu 1LT

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

2019 Chevrolet Malibu 1LT

Fort Payne, AL

UnscoredInsufficient · 4
$7,500142,014 mi

Comparison: 4 similar vehicles

Fort Payne, AL

2019 Nissan Altima SV

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

2019 Nissan Altima SV

Fort Payne, AL

Unscored
$7,500162,447 mi

Comparison: 28 similar vehicles

Fort Payne, AL

2016 Ford Escape SE

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

2016 Ford Escape SE

Fort Payne, AL

Fair PriceRobust · 77
$7,500109,049 mi

Market: $3,200 – $13,500

Comparison: 77 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 93 days listed (based on current market benchmarks)

Fort Payne, AL

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Fort Payne, AL

UnscoredInsufficient · 3
$7,600126,877 mi

Comparison: 3 similar vehicles

Fort Payne, AL

2019 Ford Explorer Limited

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

2019 Ford Explorer Limited

Fort Payne, AL

Unscored
$7,900160,115 mi

Comparison: 98 similar vehicles

Fort Payne, AL

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Fort Payne, AL

Fair PriceRobust · 95
$7,900116,976 mi

Market: $6,975 – $15,999

Comparison: 95 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 93 days listed (based on current market benchmarks)

Fort Payne, AL

2013 Toyota Corolla S

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

2013 Toyota Corolla S

Fort Payne, AL

Unscored
$7,900149,122 mi

Comparison: 23 similar vehicles

Fort Payne, AL

2016 Chevrolet Cruze LS

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

2016 Chevrolet Cruze LS

Fort Payne, AL

Unscored
$7,995123,432 mi

Comparison: 13 similar vehicles

Fort Payne, AL

2018 Kia FORTE LX

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

2018 Kia FORTE LX

Fort Payne, AL

Fair PriceRobust · 62
$8,00066,559 mi

Market: $4,850 – $14,995

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Fort Payne, AL

2014 Toyota Camry XLE

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

2014 Toyota Camry XLE

Fort Payne, AL

Unscored
$8,000180,408 mi

Comparison: 22 similar vehicles

Fort Payne, AL

2003 Chevrolet Silverado 1500 Base

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

2003 Chevrolet Silverado 1500 Base

Fort Payne, AL

UnscoredInsufficient · 3
$8,000159,839 mi

Comparison: 3 similar vehicles

Fort Payne, AL

2017 Nissan Juke S

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

2017 Nissan Juke S

Fort Payne, AL

UnscoredInsufficient · 0
$8,20075,635 mi

Fort Payne, AL

2020 Chevrolet Trax LT

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

2020 Chevrolet Trax LT

Fort Payne, AL

Unscored
$8,289140,363 mi

Comparison: 50 similar vehicles

Fort Payne, AL

2022 Chevrolet Equinox 2FL

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

2022 Chevrolet Equinox 2FL

Fort Payne, AL

Unscored
$8,400188,803 mi

Comparison: 11 similar vehicles

Fort Payne, AL

2017 BMW X1 28i

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

2017 BMW X1 28i

Fort Payne, AL

Unscored
$8,500164,926 mi

Comparison: 25 similar vehicles

Fort Payne, AL

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Fort Payne, AL

UnscoredInsufficient · 3
$8,600123,011 mi

Comparison: 3 similar vehicles

Fort Payne, AL

2020 Chevrolet Traverse 1FL

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

2020 Chevrolet Traverse 1FL

Fort Payne, AL

Unscored
$8,700175,722 mi

Comparison: 6 similar vehicles

Fort Payne, AL

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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