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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

1,052 listings found

2012 Nissan Altima S

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

2012 Nissan Altima S

Griffin, GA

Unscored
$3,000135,000 mi

Comparison: 10 similar vehicles

Griffin, GA

2011 Chevrolet Malibu 1LT

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

2011 Chevrolet Malibu 1LT

Griffin, GA

UnscoredInsufficient · 3
$3,000145,000 mi

Comparison: 3 similar vehicles

Griffin, GA

2010 Ford Focus SES

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

2010 Ford Focus SES

Griffin, GA

UnscoredInsufficient · 0
$3,000172,000 mi

Griffin, GA

2009 Hyundai Elantra GLS

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

2009 Hyundai Elantra GLS

Griffin, GA

Unscored
$3,000136,300 mi

Comparison: 5 similar vehicles

Griffin, GA

2011 Ford Focus SES

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

2011 Ford Focus SES

Griffin, GA

UnscoredInsufficient · 0
$3,200170,000 mi

Griffin, GA

2003 Toyota Camry XLE

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

2003 Toyota Camry XLE

Griffin, GA

Unscored
$3,200282,122 mi

Comparison: 7 similar vehicles

Griffin, GA

2010 Nissan Rogue S

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

2010 Nissan Rogue S

Griffin, GA

Unscored
$3,350135,000 mi

Comparison: 9 similar vehicles

Griffin, GA

2011 Toyota Camry Hybrid

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

2011 Toyota Camry Hybrid

Griffin, GA

UnscoredInsufficient · 0
$3,500198,000 mi

Griffin, GA

2010 Honda Civic LX

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

2010 Honda Civic LX

Griffin, GA

UnscoredInsufficient · 4
$3,995219,366 mi

Comparison: 4 similar vehicles

Griffin, GA

2008 Jeep Liberty Sport

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

2008 Jeep Liberty Sport

Griffin, GA

Unscored
$3,995175,479 mi

Comparison: 7 similar vehicles

Griffin, GA

2011 Honda CR-V EX

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

2011 Honda CR-V EX

Griffin, GA

Unscored
$4,000247,188 mi

Comparison: 23 similar vehicles

Griffin, GA

2011 Acura TSX

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

2011 Acura TSX

Griffin, GA

UnscoredInsufficient · 0
$4,000167,990 mi

Griffin, GA

2012 Nissan Murano SL

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

2012 Nissan Murano SL

Griffin, GA

Unscored
$4,250135,000 mi

Comparison: 16 similar vehicles

Griffin, GA

2014 Dodge Charger SE

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

2014 Dodge Charger SE

Griffin, GA

Unscored
$4,500217,752 mi

Comparison: 5 similar vehicles

Griffin, GA

2013 Ford Escape S

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

2013 Ford Escape S

Griffin, GA

Unscored
$4,500175,440 mi

Comparison: 7 similar vehicles

Griffin, GA

2007 Nissan Sentra 2.0 SL

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

2007 Nissan Sentra 2.0 SL

Griffin, GA

UnscoredInsufficient · 0
$4,500191,013 mi

Griffin, GA

2017 Jeep Patriot Sport

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

2017 Jeep Patriot Sport

Griffin, GA

Unscored
$4,900227,846 mi

Comparison: 10 similar vehicles

Griffin, GA

2019 Buick Encore Essence

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

2019 Buick Encore Essence

Griffin, GA

Unscored
$4,995177,842 mi

Comparison: 7 similar vehicles

Griffin, GA

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

Griffin, GA

UnscoredInsufficient · 4
$4,995175,321 mi

Comparison: 4 similar vehicles

Griffin, GA

2011 Hyundai Sonata Limited

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

2011 Hyundai Sonata Limited

Griffin, GA

Unscored
$4,995198,698 mi

Comparison: 13 similar vehicles

Griffin, GA

2007 Ford Five Hundred Limited

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

2007 Ford Five Hundred Limited

Griffin, GA

UnscoredInsufficient · 0
$4,995153,526 mi

Griffin, GA

2007 Honda Accord EX

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

2007 Honda Accord EX

Griffin, GA

Unscored
$4,995248,120 mi

Comparison: 10 similar vehicles

Griffin, GA

2017 Dodge Grand Caravan SXT

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

2017 Dodge Grand Caravan SXT

Griffin, GA

Unscored
$5,199235,000 mi

Comparison: 24 similar vehicles

Griffin, GA

2011 Nissan Versa

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

2011 Nissan Versa

Griffin, GA

UnscoredInsufficient · 0
$5,299203,606 mi

Griffin, GA

2015 Kia Optima LX

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

2015 Kia Optima LX

Griffin, GA

Unscored
$5,300177,946 mi

Comparison: 8 similar vehicles

Griffin, GA

2013 Dodge Journey SXT

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

2013 Dodge Journey SXT

Griffin, GA

UnscoredInsufficient · 0
$5,495142,045 mi

Griffin, GA

2011 Kia Soul Base

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

2011 Kia Soul Base

Griffin, GA

Unscored
$5,495158,908 mi

Comparison: 15 similar vehicles

Griffin, GA

2016 Nissan Pathfinder SV

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

2016 Nissan Pathfinder SV

Griffin, GA

Unscored
$5,500174,351 mi

Comparison: 11 similar vehicles

Griffin, GA

2015 Nissan Pathfinder SV

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

2015 Nissan Pathfinder SV

Griffin, GA

Unscored
$5,500182,538 mi

Comparison: 7 similar vehicles

Griffin, GA

2015 Kia Sportage LX

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

2015 Kia Sportage LX

Griffin, GA

UnscoredInsufficient · 3
$5,500162,171 mi

Comparison: 3 similar vehicles

Griffin, GA

2009 Nissan Sentra

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

2009 Nissan Sentra

Griffin, GA

UnscoredInsufficient · 0
$5,594179,227 mi

Griffin, GA

2007 Mitsubishi Galant ES

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

2007 Mitsubishi Galant ES

Griffin, GA

UnscoredInsufficient · 0
$5,594137,306 mi

Griffin, GA

2007 Jeep Wrangler Unlimited Sahara

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

2007 Jeep Wrangler Unlimited Sahara

Griffin, GA

Unscored
$5,900225,547 mi

Comparison: 9 similar vehicles

Griffin, GA

No Photo

2003 Ford Explorer Sport Trac XLT

Griffin, GA

UnscoredInsufficient · 0
$5,900209,345 mi

Griffin, GA

2018 Ford Escape SE

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

2018 Ford Escape SE

Griffin, GA

Unscored
$5,995186,356 mi

Comparison: 19 similar vehicles

Griffin, GA

2018 Chevrolet Malibu 1LS

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

2018 Chevrolet Malibu 1LS

Griffin, GA

UnscoredInsufficient · 3
$5,995146,257 mi

Comparison: 3 similar vehicles

Griffin, GA

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Griffin, GA

Unscored
$5,995141,233 mi

Comparison: 5 similar vehicles

Griffin, GA

2016 Kia Soul Base

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

2016 Kia Soul Base

Griffin, GA

Fair PriceLimited · 11
$5,99598,643 mi

Market: $3,545 – $9,198

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Griffin, GA

2015 Jeep Cherokee Sport

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

2015 Jeep Cherokee Sport

Griffin, GA

UnscoredInsufficient · 3
$5,995153,740 mi

Comparison: 3 similar vehicles

Griffin, GA

2015 Dodge Journey SE

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

2015 Dodge Journey SE

Griffin, GA

Unscored
$5,995131,647 mi

Comparison: 15 similar vehicles

Griffin, GA

2015 Kia Optima LX

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

2015 Kia Optima LX

Griffin, GA

Unscored
$5,995151,262 mi

Comparison: 8 similar vehicles

Griffin, GA

2014 Hyundai Santa Fe Sport

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

2014 Hyundai Santa Fe Sport

Griffin, GA

Unscored
$5,995169,819 mi

Comparison: 7 similar vehicles

Griffin, GA

2014 Kia Forte EX

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

2014 Kia Forte EX

Griffin, GA

Unscored
$5,995131,097 mi

Comparison: 15 similar vehicles

Griffin, GA

2013 Hyundai Elantra Limited

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

2013 Hyundai Elantra Limited

Griffin, GA

Unscored
$5,995161,252 mi

Comparison: 10 similar vehicles

Griffin, GA

2012 Kia Soul +

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

2012 Kia Soul +

Griffin, GA

Unscored
$5,995156,225 mi

Comparison: 9 similar vehicles

Griffin, GA

2011 Nissan JUKE SL

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

2011 Nissan JUKE SL

Griffin, GA

Unscored
$5,995175,078 mi

Comparison: 10 similar vehicles

Griffin, GA

2008 Lexus RX 350

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

2008 Lexus RX 350

Griffin, GA

Unscored
$5,995259,595 mi

Comparison: 18 similar vehicles

Griffin, GA

2011 Volkswagen Jetta SportWagen TDI

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

2011 Volkswagen Jetta SportWagen TDI

Griffin, GA

UnscoredInsufficient · 0
$6,185151,880 mi

Griffin, GA

2011 Honda Ridgeline RTL

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

2011 Honda Ridgeline RTL

Griffin, GA

UnscoredInsufficient · 0
$6,299228,530 mi

Griffin, GA

2018 Kia Optima LX

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

2018 Kia Optima LX

Griffin, GA

Unscored
$6,300171,820 mi

Comparison: 7 similar vehicles

Griffin, 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 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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