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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 · October 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

1,361 listings found

2004 Chevrolet TrailBlazer LS

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

2004 Chevrolet TrailBlazer LS

Sylvester, GA

UnscoredInsufficient · 0
$2,995181,000 mi

Sylvester, GA

2011 Honda Pilot EX-L

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

2011 Honda Pilot EX-L

Sylvester, GA

UnscoredModerate · 30
$3,995230,000 mi

Comparison: 30 similar vehicles

Sylvester, GA

2019 Jeep Compass Limited

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

2019 Jeep Compass Limited

Albany, GA

UnscoredModerate · 27
$5,999180,764 mi

Comparison: 27 similar vehicles

Albany, GA

No Photo

2010 Ford Flex SEL

Montezuma, GA

UnscoredInsufficient · 3
$7,150187,703 mi

Comparison: 3 similar vehicles

Montezuma, GA

No Photo

2015 Ford Escape SE

Albany, GA

UnscoredModerate · 38
$7,295135,463 mi

Comparison: 38 similar vehicles

Albany, GA

2008 Land Rover Range Rover HSE

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

2008 Land Rover Range Rover HSE

Sylvester, GA

UnscoredInsufficient · 0
$7,495192,000 mi

Sylvester, GA

2016 Ford Explorer Sport

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

2016 Ford Explorer Sport

Albany, GA

UnscoredModerate · 36
$7,500Mileage not verified

Comparison: 36 similar vehicles

Albany, GA

No Photo

2011 Buick Enclave CXL-1

Montezuma, GA

OverpricedLimited · 12
$7,650193,527 mi

Market: $3,995 – $7,499

Comparison: 12 similar vehicles

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

Montezuma, GA

2014 Jeep Compass Sport

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

2014 Jeep Compass Sport

Albany, GA

UnscoredLimited · 7
$7,750124,434 mi

Comparison: 7 similar vehicles

Albany, GA

2015 Nissan Rogue SV

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

2015 Nissan Rogue SV

Columbia, AL

UnscoredLimited · 18
$7,900163,617 mi

Comparison: 18 similar vehicles

Columbia, AL

2016 GMC Yukon XL Denali

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

2016 GMC Yukon XL Denali

Sylvester, GA

UnscoredModerate · 23
$7,995178,000 mi

Comparison: 23 similar vehicles

Sylvester, GA

2015 Nissan Pathfinder SV

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

2015 Nissan Pathfinder SV

Albany, GA

UnscoredLimited · 19
$7,995129,299 mi

Comparison: 19 similar vehicles

Albany, GA

2014 Acura MDX Base

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

2014 Acura MDX Base

Albany, GA

UnscoredLimited · 8
$7,995224,965 mi

Comparison: 8 similar vehicles

Albany, GA

2012 Ford Edge Limited

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

2012 Ford Edge Limited

Albany, GA

UnscoredInsufficient · 3
$7,995193,029 mi

Comparison: 3 similar vehicles

Albany, GA

2012 GMC Terrain SLE-1

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

2012 GMC Terrain SLE-1

Albany, GA

UnscoredInsufficient · 0
$7,995155,176 mi

Albany, GA

2008 Chevrolet Suburban LS

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

2008 Chevrolet Suburban LS

Montezuma, GA

UnscoredLimited · 6
$8,000183,851 mi

Comparison: 6 similar vehicles

Montezuma, GA

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Albany, GA

UnscoredRobust · 50
$8,500148,675 mi

Comparison: 50 similar vehicles

Albany, GA

2011 Ford Explorer XLT

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

2011 Ford Explorer XLT

Albany, GA

UnscoredLimited · 9
$8,898150,620 mi

Comparison: 9 similar vehicles

Albany, GA

2015 Jeep Compass Latitude

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

2015 Jeep Compass Latitude

Albany, GA

UnscoredModerate · 32
$8,900123,106 mi

Comparison: 32 similar vehicles

Albany, GA

2017 Ford Escape SE

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

2017 Ford Escape SE

Albany, GA

Fair PriceRobust · 80
$8,995119,600 mi

Market: $5,424 – $21,990

Comparison: 80 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Albany, GA

2016 Nissan Rogue SL

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

2016 Nissan Rogue SL

Blakely, GA

UnscoredModerate · 27
$8,995147,880 mi

Comparison: 27 similar vehicles

Blakely, GA

2015 Nissan Pathfinder SV

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

2015 Nissan Pathfinder SV

Americus, GA

Fair PriceModerate · 20
$8,995119,962 mi

Market: $5,498 – $12,998

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 266 days listed (based on current market benchmarks)

Americus, GA

2014 Dodge Journey SXT

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

2014 Dodge Journey SXT

Albany, GA

UnscoredLimited · 7
$8,995152,208 mi

Comparison: 7 similar vehicles

Albany, GA

2018 Dodge Journey Crossroad

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

2018 Dodge Journey Crossroad

Albany, GA

Fair PriceLimited · 10
$9,100117,435 mi

Market: $8,500 – $11,999

Comparison: 10 similar vehicles

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

Albany, GA

2012 Honda CR-V EX-L

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

2012 Honda CR-V EX-L

Columbia, AL

UnscoredModerate · 30
$9,500168,079 mi

Comparison: 30 similar vehicles

Columbia, AL

2014 Ford Explorer Utility Police Interceptor

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

2014 Ford Explorer Utility Police Interceptor

Montezuma, GA

UnscoredInsufficient · 3
$9,650144,588 mi

Comparison: 3 similar vehicles

Montezuma, GA

2015 Chevrolet Equinox 2LT

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

2015 Chevrolet Equinox 2LT

Albany, GA

Fair PriceLimited · 15
$9,790110,198 mi

Market: $6,999 – $11,990

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Albany, GA

2017 Nissan Pathfinder SL

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

2017 Nissan Pathfinder SL

Americus, GA

UnscoredModerate · 36
$9,899128,791 mi

Comparison: 36 similar vehicles

Americus, GA

2014 Ford Edge Limited

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

2014 Ford Edge Limited

Albany, GA

UnscoredLimited · 15
$9,946168,442 mi

Comparison: 15 similar vehicles

Albany, GA

2015 Subaru Forester i Touring

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

2015 Subaru Forester i Touring

Albany, GA

Fair PriceLimited · 19
$9,988119,378 mi

Market: $7,995 – $15,395

Comparison: 19 similar vehicles

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

Albany, GA

2019 Nissan Pathfinder SL

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

2019 Nissan Pathfinder SL

Albany, GA

UnscoredLimited · 19
$9,995142,065 mi

Comparison: 19 similar vehicles

Albany, GA

2017 Volkswagen Tiguan S

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

2017 Volkswagen Tiguan S

Albany, GA

UnscoredLimited · 7
$9,99596,758 mi

Comparison: 7 similar vehicles

Albany, GA

2015 Ford Explorer Limited

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

2015 Ford Explorer Limited

Leesburg, GA

UnscoredModerate · 38
$9,995130,189 mi

Comparison: 38 similar vehicles

Leesburg, GA

2015 Buick Encore Leather

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

2015 Buick Encore Leather

Albany, GA

UnscoredLimited · 7
$9,99585,762 mi

Comparison: 7 similar vehicles

Albany, GA

2014 Nissan Rogue SL

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

2014 Nissan Rogue SL

Blakely, GA

Fair PriceModerate · 28
$9,995111,690 mi

Market: $4,850 – $12,376

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Blakely, GA

2010 Lexus RX 350

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

2010 Lexus RX 350

Albany, GA

UnscoredRobust · 63
$9,995157,111 mi

Comparison: 63 similar vehicles

Albany, GA

2016 Nissan Rogue S

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

2016 Nissan Rogue S

Sylvester, GA

Fair PriceModerate · 44
$10,264101,013 mi

Market: $4,999 – $16,990

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Sylvester, GA

No Photo

2019 Mazda CX-5 Sport

Americus, GA

UnscoredModerate · 22
$10,400135,557 mi

Comparison: 22 similar vehicles

Americus, GA

2017 Chevrolet Traverse 2LT

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

2017 Chevrolet Traverse 2LT

Albany, GA

Fair PriceLimited · 17
$10,495100,491 mi

Market: $4,900 – $16,998

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 126 days listed (based on current market benchmarks)

Albany, GA

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Leesburg, GA

UnscoredModerate · 29
$10,500136,381 mi

Comparison: 29 similar vehicles

Leesburg, GA

2015 BMW X5 xDrive35i

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

2015 BMW X5 xDrive35i

Leesburg, GA

UnscoredModerate · 41
$10,500153,000 mi

Comparison: 41 similar vehicles

Leesburg, GA

2017 Chevrolet Trax LT

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

2017 Chevrolet Trax LT

Albany, GA

Fair PriceLimited · 18
$10,57572,261 mi

Market: $4,968 – $13,998

Comparison: 18 similar vehicles

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

Albany, GA

2015 GMC Terrain SLT-2

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

2015 GMC Terrain SLT-2

Albany, GA

UnscoredInsufficient · 0
$10,592123,185 mi

Albany, GA

2016 Buick Enclave Leather

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

2016 Buick Enclave Leather

Eufaula, AL

UnscoredModerate · 20
$10,799164,465 mi

Comparison: 20 similar vehicles

Eufaula, AL

2015 Chevrolet Tahoe LT

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

2015 Chevrolet Tahoe LT

Blakely, GA

UnscoredModerate · 33
$10,987262,171 mi

Comparison: 33 similar vehicles

Blakely, GA

2016 Chevrolet Trax LT

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

2016 Chevrolet Trax LT

Albany, GA

UnscoredLimited · 7
$10,99595,350 mi

Comparison: 7 similar vehicles

Albany, GA

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Albany, GA

Fair PriceModerate · 24
$11,000117,309 mi

Market: $4,500 – $11,590

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 141 days listed (based on current market benchmarks)

Albany, GA

2018 Buick Envision Preferred

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

2018 Buick Envision Preferred

Albany, GA

UnscoredInsufficient · 0
$11,360126,489 mi

Albany, GA

2017 Nissan Murano SL

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

2017 Nissan Murano SL

Albany, GA

Great DealLimited · 16
$11,500111,939 mi

Market: $12,250 – $19,183

Comparison: 16 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 15 days listed (based on current market benchmarks)

Albany, GA

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Albany, GA

Fair PriceLimited · 18
$11,50098,083 mi

Market: $3,500 – $11,999

Comparison: 18 similar vehicles

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

Albany, GA

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 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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