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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 8, 2026

7.3M+

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

52 listings found

2012 Hyundai Elantra GLS

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

2012 Hyundai Elantra GLS

Alma, GA

Fair PriceModerate · 22
$5,500109,250 mi

Market: $3,500 – $12,394

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Alma, GA

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Alma, GA

Unscored
$6,995127,822 mi

Comparison: 5 similar vehicles

Alma, GA

2016 Mazda MAZDA6 i Touring

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

2016 Mazda MAZDA6 i Touring

Alma, GA

Unscored
$6,995174,831 mi

Comparison: 27 similar vehicles

Alma, GA

2010 Ford Edge Limited

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

2010 Ford Edge Limited

Alma, GA

Unscored
$6,995166,150 mi

Comparison: 8 similar vehicles

Alma, GA

No Photo

2009 Honda Accord EX-L

Alma, GA

Unscored
$6,995174,162 mi

Comparison: 45 similar vehicles

Alma, GA

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Alma, GA

Unscored
$7,500142,150 mi

Comparison: 32 similar vehicles

Alma, GA

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Alma, GA

Unscored
$7,995170,150 mi

Comparison: 5 similar vehicles

Alma, GA

2016 GMC Canyon Base

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

2016 GMC Canyon Base

Alma, GA

UnscoredInsufficient · 4
$8,995219,859 mi

Comparison: 4 similar vehicles

Alma, GA

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Alma, GA

Unscored
$8,995169,275 mi

Comparison: 8 similar vehicles

Alma, GA

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Alma, GA

Fair PriceRobust · 50
$8,995110,805 mi

Market: $2,795 – $13,999

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 130 days listed (based on current market benchmarks)

Alma, GA

2007 Honda Ridgeline RTS

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

2007 Honda Ridgeline RTS

Alma, GA

UnscoredInsufficient · 0
$8,995188,350 mi

Alma, GA

2018 Hyundai Elantra Value Edition

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

2018 Hyundai Elantra Value Edition

Alma, GA

Fair PriceRobust · 76
$9,995101,250 mi

Market: $4,999 – $18,598

Comparison: 76 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 185 days listed (based on current market benchmarks)

Alma, GA

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Alma, GA

Unscored
$9,995125,350 mi

Comparison: 5 similar vehicles

Alma, GA

2012 Honda Accord EX-L V6

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

2012 Honda Accord EX-L V6

Alma, GA

Fair PriceModerate · 21
$9,995118,225 mi

Market: $4,950 – $12,050

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Alma, GA

2011 Ford F-150 XLT

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

2011 Ford F-150 XLT

Alma, GA

Unscored
$9,995195,250 mi

Comparison: 29 similar vehicles

Alma, GA

2007 Lexus LS Base

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

2007 Lexus LS Base

Alma, GA

Unscored
$9,995138,650 mi

Comparison: 6 similar vehicles

Alma, GA

2016 Chevrolet Cruze LT

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

2016 Chevrolet Cruze LT

Alma, GA

Unscored
$10,995134,090 mi

Comparison: 10 similar vehicles

Alma, GA

2013 Hyundai Accent GLS

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

2013 Hyundai Accent GLS

Alma, GA

OverpricedLimited · 15
$10,995124,982 mi

Market: $2,999 – $7,495

Comparison: 15 similar vehicles

Priced ~47% above the typical market range for similar vehicles (based on current market benchmarks)

Alma, GA

No Photo

2011 Honda Accord Crosstour EX-L V6

Alma, GA

UnscoredInsufficient · 0
$10,995143,150 mi

Alma, GA

2004 GMC Yukon SLE

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

2004 GMC Yukon SLE

Alma, GA

UnscoredInsufficient · 0
$10,995195,485 mi

Alma, GA

No Photo

2015 GMC Sierra 1500 SLT

Alma, GA

Unscored
$11,995250,150 mi

Comparison: 42 similar vehicles

Alma, GA

2014 Ford F-150 Platinum

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

2014 Ford F-150 Platinum

Alma, GA

Unscored
$11,995262,150 mi

Comparison: 7 similar vehicles

Alma, GA

2014 Mazda CX-9 Grand Touring

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

2014 Mazda CX-9 Grand Touring

Alma, GA

UnscoredInsufficient · 0
$11,99598,350 mi

Alma, GA

2011 Honda Civic LX

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

2011 Honda Civic LX

Alma, GA

OverpricedLimited · 17
$11,995125,325 mi

Market: $8,499 – $9,995

Comparison: 17 similar vehicles

Priced ~20% above the typical market range for similar vehicles (based on current market benchmarks)

Alma, 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

Alma, GA

OverpricedModerate · 20
$11,995149,625 mi

Market: $2,900 – $11,900

Comparison: 20 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Alma, GA

2009 Toyota Corolla Base

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

2009 Toyota Corolla Base

Alma, GA

UnscoredInsufficient · 3
$11,99597,509 mi

Comparison: 3 similar vehicles

Alma, GA

2016 Chevrolet Cruze Limited LS

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

2016 Chevrolet Cruze Limited LS

Alma, GA

Unscored
$12,995104,952 mi

Comparison: 8 similar vehicles

Alma, GA

2014 Honda Civic LX

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

2014 Honda Civic LX

Alma, GA

Unscored
$12,995136,175 mi

Comparison: 33 similar vehicles

Alma, GA

2014 Buick Encore Base

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

2014 Buick Encore Base

Alma, GA

Unscored
$12,995117,600 mi

Comparison: 7 similar vehicles

Alma, GA

2013 Honda Civic EX

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

2013 Honda Civic EX

Alma, GA

OverpricedModerate · 21
$12,995144,200 mi

Market: $6,995 – $12,900

Comparison: 21 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Alma, GA

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Alma, GA

Unscored
$12,995116,563 mi

Comparison: 8 similar vehicles

Alma, GA

2012 Nissan Xterra S

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

2012 Nissan Xterra S

Alma, GA

UnscoredInsufficient · 0
$12,995143,835 mi

Alma, GA

2018 Chevrolet Trax LT

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

2018 Chevrolet Trax LT

Alma, GA

OverpricedModerate · 20
$13,995102,275 mi

Market: $7,900 – $11,696

Comparison: 20 similar vehicles

Priced ~20% above the typical market range for similar vehicles (based on current market benchmarks)

Alma, GA

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Alma, GA

OverpricedLimited · 18
$13,995101,152 mi

Market: $5,995 – $13,795

Comparison: 18 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Alma, GA

2017 Hyundai Tucson SE

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

2017 Hyundai Tucson SE

Alma, GA

Fair PriceRobust · 61
$13,995117,159 mi

Market: $6,918 – $15,995

Comparison: 61 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 163 days listed (based on current market benchmarks)

Alma, GA

2016 Nissan Pathfinder SV

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

2016 Nissan Pathfinder SV

Alma, GA

Unscored
$13,995106,650 mi

Comparison: 8 similar vehicles

Alma, GA

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Alma, GA

UnscoredInsufficient · 3
$13,995124,496 mi

Comparison: 3 similar vehicles

Alma, GA

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Alma, GA

Unscored
$13,99591,249 mi

Comparison: 5 similar vehicles

Alma, GA

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Alma, GA

Unscored
$13,995139,975 mi

Comparison: 8 similar vehicles

Alma, GA

2012 Honda Accord LX

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

2012 Honda Accord LX

Alma, GA

OverpricedModerate · 23
$13,995139,325 mi

Market: $5,095 – $11,543

Comparison: 23 similar vehicles

Priced ~21% above the typical market range for similar vehicles (based on current market benchmarks)

Alma, GA

2012 Lexus IS 250

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

2012 Lexus IS 250

Alma, GA

UnscoredInsufficient · 0
$13,995138,397 mi

Alma, GA

2011 Ford Taurus SEL

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

2011 Ford Taurus SEL

Alma, GA

Unscored
$13,99593,859 mi

Comparison: 6 similar vehicles

Alma, GA

2010 Honda Civic EX-L

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

2010 Honda Civic EX-L

Alma, GA

UnscoredInsufficient · 0
$13,995113,035 mi

Alma, GA

2017 Ford Edge Titanium

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

2017 Ford Edge Titanium

Alma, GA

UnscoredInsufficient · 3
$14,995121,849 mi

Comparison: 3 similar vehicles

Alma, GA

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Alma, GA

Unscored
$14,995126,545 mi

Comparison: 8 similar vehicles

Alma, GA

2020 Chevrolet Trax LS

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

2020 Chevrolet Trax LS

Alma, GA

OverpricedModerate · 40
$15,99594,275 mi

Market: $5,980 – $13,995

Comparison: 40 similar vehicles

Priced ~14% above the typical market range for similar vehicles (based on current market benchmarks)

Alma, GA

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Alma, GA

Fair PriceLimited · 16
$15,995103,850 mi

Market: $6,500 – $16,540

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 284 days listed (based on current market benchmarks)

Alma, GA

No Photo

2014 Chevrolet Silverado 1500 LT

Alma, GA

UnscoredInsufficient · 4
$16,995184,796 mi

Comparison: 4 similar vehicles

Alma, GA

2013 Ford F-150 FX2

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

2013 Ford F-150 FX2

Alma, GA

UnscoredInsufficient · 4
$17,995182,985 mi

Comparison: 4 similar vehicles

Alma, GA

2015 Chevrolet Silverado 1500 LT

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

2015 Chevrolet Silverado 1500 LT

Alma, GA

Unscored
$18,995198,250 mi

Comparison: 79 similar vehicles

Alma, GA

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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