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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

1,951 listings found

2008 Hyundai Santa Fe Limited

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

2008 Hyundai Santa Fe Limited

Decatur, AL

UnscoredInsufficient · 0
$3,995Mileage not verified

Decatur, AL

2007 Toyota Highlander Limited

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

2007 Toyota Highlander Limited

Decatur, AL

UnscoredInsufficient · 0
$4,995253,291 mi

Decatur, AL

2016 Cadillac SRX Premium Collection

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

2016 Cadillac SRX Premium Collection

Decatur, AL

UnscoredInsufficient · 4
$5,995253,265 mi

Comparison: 4 similar vehicles

Decatur, AL

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Decatur, AL

UnscoredInsufficient · 4
$5,995167,055 mi

Comparison: 4 similar vehicles

Decatur, AL

2011 BMW 5 Series 528i

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

2011 BMW 5 Series 528i

Decatur, AL

Unscored
$5,995173,344 mi

Comparison: 6 similar vehicles

Decatur, AL

2013 Honda Pilot EX-L

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

2013 Honda Pilot EX-L

Decatur, AL

Unscored
$6,450269,534 mi

Comparison: 34 similar vehicles

Decatur, AL

2013 Hyundai Santa Fe Sport 2.0T

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

2013 Hyundai Santa Fe Sport 2.0T

Decatur, AL

Unscored
$6,450151,407 mi

Comparison: 21 similar vehicles

Decatur, AL

2016 Kia Optima SX

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

2016 Kia Optima SX

Decatur, AL

UnscoredInsufficient · 3
$6,995168,223 mi

Comparison: 3 similar vehicles

Decatur, AL

2015 Nissan Altima S

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

2015 Nissan Altima S

Decatur, AL

Unscored
$6,995199,196 mi

Comparison: 14 similar vehicles

Decatur, AL

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Decatur, AL

UnscoredInsufficient · 4
$6,995149,463 mi

Comparison: 4 similar vehicles

Decatur, AL

2012 Nissan Murano SL

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

2012 Nissan Murano SL

Decatur, AL

Unscored
$6,995153,036 mi

Comparison: 17 similar vehicles

Decatur, AL

2011 Mazda CX-9 Touring

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

2011 Mazda CX-9 Touring

Decatur, AL

Unscored
$6,995185,285 mi

Comparison: 5 similar vehicles

Decatur, AL

2002 Chevrolet Avalanche Base

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

2002 Chevrolet Avalanche Base

Decatur, AL

Unscored
$7,500205,000 mi

Comparison: 18 similar vehicles

Decatur, AL

2019 Ford Fusion S

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

2019 Ford Fusion S

Decatur, AL

Great DealLimited · 15
$7,911117,670 mi

Market: $8,950 – $13,900

Comparison: 15 similar vehicles

Competitively priced ~12% below the typical range compared to similar vehicles · 52 days listed (based on current market benchmarks)

Decatur, AL

2018 Jeep Cherokee Latitude

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

2018 Jeep Cherokee Latitude

Decatur, AL

UnscoredInsufficient · 3
$7,995194,014 mi

Comparison: 3 similar vehicles

Decatur, AL

2018 Hyundai Santa Fe Sport

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

2018 Hyundai Santa Fe Sport

Decatur, AL

Unscored
$7,995184,137 mi

Comparison: 90 similar vehicles

Decatur, AL

2017 Ford Escape SE

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

2017 Ford Escape SE

Decatur, AL

Unscored
$7,995152,464 mi

Comparison: 5 similar vehicles

Decatur, AL

2016 Volkswagen Passat S

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

2016 Volkswagen Passat S

Decatur, AL

Unscored
$7,995149,805 mi

Comparison: 21 similar vehicles

Decatur, AL

2015 Chevrolet Traverse LS

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

2015 Chevrolet Traverse LS

Decatur, AL

Unscored
$7,995116,120 mi

Comparison: 7 similar vehicles

Decatur, AL

2015 Buick Enclave Leather

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

2015 Buick Enclave Leather

Decatur, AL

Unscored
$7,995175,556 mi

Comparison: 18 similar vehicles

Decatur, AL

2014 GMC Acadia SLT1

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

2014 GMC Acadia SLT1

Decatur, AL

Unscored
$7,995181,820 mi

Comparison: 16 similar vehicles

Decatur, AL

2014 Buick Enclave Leather

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

2014 Buick Enclave Leather

Decatur, AL

Unscored
$7,995194,454 mi

Comparison: 17 similar vehicles

Decatur, AL

2014 Nissan Armada Platinum

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

2014 Nissan Armada Platinum

Decatur, AL

Unscored
$7,995206,763 mi

Comparison: 10 similar vehicles

Decatur, AL

2011 Chevrolet Suburban LT

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

2011 Chevrolet Suburban LT

Decatur, AL

Unscored
$7,995250,740 mi

Comparison: 8 similar vehicles

Decatur, AL

2009 GMC Yukon Denali

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

2009 GMC Yukon Denali

Decatur, AL

UnscoredInsufficient · 0
$7,995214,993 mi

Decatur, AL

2019 Chevrolet Equinox LS

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

2019 Chevrolet Equinox LS

Decatur, AL

Unscored
$8,987145,780 mi

Comparison: 51 similar vehicles

Decatur, AL

2018 Nissan Rogue S

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

2018 Nissan Rogue S

Decatur, AL

Unscored
$8,995145,621 mi

Comparison: 42 similar vehicles

Decatur, AL

2017 Kia Forte LX

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

2017 Kia Forte LX

Decatur, AL

Unscored
$8,995143,517 mi

Comparison: 5 similar vehicles

Decatur, AL

2016 Ford Escape SE

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

2016 Ford Escape SE

Decatur, AL

Unscored
$8,995120,776 mi

Comparison: 62 similar vehicles

Decatur, AL

2015 Chevrolet Impala 2LT

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

2015 Chevrolet Impala 2LT

Decatur, AL

Unscored
$8,995175,189 mi

Comparison: 19 similar vehicles

Decatur, AL

2012 Lexus RX 350

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

2012 Lexus RX 350

Decatur, AL

Unscored
$8,995200,512 mi

Comparison: 28 similar vehicles

Decatur, AL

2011 Chevrolet Silverado 1500 LS

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

2011 Chevrolet Silverado 1500 LS

Decatur, AL

Unscored
$8,995219,587 mi

Comparison: 7 similar vehicles

Decatur, AL

2004 Chevrolet Tahoe LS

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

2004 Chevrolet Tahoe LS

Decatur, AL

Unscored
$8,998171,521 mi

Comparison: 5 similar vehicles

Decatur, AL

2016 Chevrolet Suburban LT

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

2016 Chevrolet Suburban LT

Decatur, AL

Unscored
$9,500244,000 mi

Comparison: 37 similar vehicles

Decatur, AL

2006 Lexus GX 470

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

2006 Lexus GX 470

Decatur, AL

Unscored
$9,500180,932 mi

Comparison: 11 similar vehicles

Decatur, AL

2011 RAM 1500 Pickup Laramie

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

2011 RAM 1500 Pickup Laramie

Decatur, AL

UnscoredInsufficient · 4
$9,549240,720 mi

Comparison: 4 similar vehicles

Decatur, AL

2016 Kia Optima SX

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

2016 Kia Optima SX

Decatur, AL

UnscoredInsufficient · 4
$9,987151,328 mi

Comparison: 4 similar vehicles

Decatur, AL

2018 Kia Optima S

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

2018 Kia Optima S

Decatur, AL

Unscored
$9,995121,701 mi

Comparison: 14 similar vehicles

Decatur, AL

2017 Volkswagen Golf Wolfsburg Edition

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

2017 Volkswagen Golf Wolfsburg Edition

Decatur, AL

Unscored
$9,995102,548 mi

Comparison: 7 similar vehicles

Decatur, AL

2017 Subaru Outback Touring

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

2017 Subaru Outback Touring

Decatur, AL

Unscored
$9,995201,703 mi

Comparison: 11 similar vehicles

Decatur, AL

2015 Chevrolet Equinox 2LT

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

2015 Chevrolet Equinox 2LT

Decatur, AL

Unscored
$9,995124,195 mi

Comparison: 25 similar vehicles

Decatur, AL

2014 Dodge Challenger SXT

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

2014 Dodge Challenger SXT

Decatur, AL

Unscored
$9,995197,426 mi

Comparison: 21 similar vehicles

Decatur, AL

2018 Mitsubishi Mirage G4 ES

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

2018 Mitsubishi Mirage G4 ES

Decatur, AL

UnscoredInsufficient · 0
$10,53052,254 mi

Decatur, AL

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

Decatur, AL

Unscored
$10,881124,698 mi

Comparison: 57 similar vehicles

Decatur, AL

2013 Ford F-150

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

2013 Ford F-150

Decatur, AL

UnscoredInsufficient · 0
$10,995256,569 mi

Decatur, AL

2013 GMC Yukon SLT

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

2013 GMC Yukon SLT

Decatur, AL

Unscored
$10,995158,142 mi

Comparison: 7 similar vehicles

Decatur, AL

2016 Ford Focus ST

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

2016 Ford Focus ST

Decatur, AL

Unscored
$12,305122,606 mi

Comparison: 16 similar vehicles

Decatur, AL

2016 Subaru Legacy 2.5i Limited

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

2016 Subaru Legacy 2.5i Limited

Decatur, AL

Unscored
$13,448117,448 mi

Comparison: 9 similar vehicles

Decatur, AL

2016 Chevrolet Suburban LTZ

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

2016 Chevrolet Suburban LTZ

Decatur, AL

Unscored
$13,500247,000 mi

Comparison: 41 similar vehicles

Decatur, AL

2015 Jeep Wrangler Unlimited Sport

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

2015 Jeep Wrangler Unlimited Sport

Decatur, AL

Unscored
$13,995172,497 mi

Comparison: 84 similar vehicles

Decatur, 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 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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