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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 11, 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

465 listings found

2004 Honda Accord LX

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

2004 Honda Accord LX

Palm Bay, FL

Unscored
$2,500238,991 mi

Comparison: 10 similar vehicles

Palm Bay, FL

2005 Scion xB Base

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

2005 Scion xB Base

Palm Bay, FL

UnscoredInsufficient · 0
$2,850244,958 mi

Palm Bay, FL

2005 Mazda MAZDA6 i

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

2005 Mazda MAZDA6 i

Palm Bay, FL

UnscoredInsufficient · 0
$2,995200,269 mi

Palm Bay, FL

2005 Hyundai Tucson GL

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

2005 Hyundai Tucson GL

Palm Bay, FL

UnscoredInsufficient · 0
$3,500190,918 mi

Palm Bay, FL

2014 Chevrolet Traverse 1LT

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

2014 Chevrolet Traverse 1LT

Palm Bay, FL

Unscored
$3,800145,362 mi

Comparison: 9 similar vehicles

Palm Bay, FL

2013 Chevrolet Equinox LS

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

2013 Chevrolet Equinox LS

Palm Bay, FL

Unscored
$3,800143,791 mi

Comparison: 18 similar vehicles

Palm Bay, FL

2003 Mercedes-Benz CLK-Class CLK320

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

2003 Mercedes-Benz CLK-Class CLK320

Palm Bay, FL

UnscoredInsufficient · 0
$3,80071,231 mi

Palm Bay, FL

2012 FIAT 500 Pop

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

2012 FIAT 500 Pop

Palm Bay, FL

Unscored
$4,25079,260 mi

Comparison: 5 similar vehicles

Palm Bay, FL

2016 Jeep Cherokee Latitude

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

2016 Jeep Cherokee Latitude

Palm Bay, FL

Unscored
$4,500166,450 mi

Comparison: 63 similar vehicles

Palm Bay, FL

2015 Kia Soul Base

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

2015 Kia Soul Base

Palm Bay, FL

Unscored
$4,500154,502 mi

Comparison: 64 similar vehicles

Palm Bay, FL

2011 Chevrolet Malibu 1LS

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

2011 Chevrolet Malibu 1LS

Palm Bay, FL

UnscoredInsufficient · 3
$4,899155,233 mi

Comparison: 3 similar vehicles

Palm Bay, FL

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

Palm Bay, FL

Unscored
$4,900124,041 mi

Comparison: 9 similar vehicles

Palm Bay, FL

2007 Kia Sorento LX

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

2007 Kia Sorento LX

Palm Bay, FL

UnscoredInsufficient · 0
$4,99566,500 mi

Palm Bay, FL

2013 Mercedes-Benz GLK-Class GLK350

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

2013 Mercedes-Benz GLK-Class GLK350

Palm Bay, FL

Unscored
$4,999169,135 mi

Comparison: 20 similar vehicles

Palm Bay, FL

2013 Nissan JUKE SL

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

2013 Nissan JUKE SL

Palm Bay, FL

Unscored
$5,35080,000 mi

Comparison: 8 similar vehicles

Palm Bay, FL

2015 Chevrolet Sonic LT

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

2015 Chevrolet Sonic LT

Palm Bay, FL

Fair PriceLimited · 18
$5,55084,565 mi

Market: $3,495 – $8,397

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Palm Bay, FL

2014 Chevrolet Cruze 2LT

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

2014 Chevrolet Cruze 2LT

Palm Bay, FL

UnscoredInsufficient · 4
$5,85084,565 mi

Comparison: 4 similar vehicles

Palm Bay, FL

2014 MINI Cooper Base

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

2014 MINI Cooper Base

Palm Bay, FL

Unscored
$5,85079,000 mi

Comparison: 7 similar vehicles

Palm Bay, FL

2016 Hyundai Elantra SE

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

2016 Hyundai Elantra SE

Palm Bay, FL

UnscoredInsufficient · 3
$5,99578,576 mi

Comparison: 3 similar vehicles

Palm Bay, FL

2014 Kia Sportage EX

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

2014 Kia Sportage EX

Palm Bay, FL

UnscoredInsufficient · 0
$5,995124,919 mi

Palm Bay, FL

2012 Jeep Patriot Sport

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

2012 Jeep Patriot Sport

Palm Bay, FL

Unscored
$5,995140,390 mi

Comparison: 10 similar vehicles

Palm Bay, FL

2012 Jeep Patriot Sport

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

2012 Jeep Patriot Sport

Palm Bay, FL

Unscored
$5,995148,707 mi

Comparison: 10 similar vehicles

Palm Bay, FL

2014 Hyundai Accent GLS

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

2014 Hyundai Accent GLS

Palm Bay, FL

Fair PriceLimited · 11
$6,099108,819 mi

Market: $3,650 – $10,394

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 445 days listed (based on current market benchmarks)

Palm Bay, FL

2014 Dodge Journey SXT

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

2014 Dodge Journey SXT

Palm Bay, FL

Unscored
$6,49587,935 mi

Comparison: 9 similar vehicles

Palm Bay, FL

2014 Hyundai Sonata Limited

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

2014 Hyundai Sonata Limited

Palm Bay, FL

Unscored
$6,49589,162 mi

Comparison: 8 similar vehicles

Palm Bay, FL

2014 Nissan Rogue Select S

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

2014 Nissan Rogue Select S

Palm Bay, FL

Unscored
$6,499127,631 mi

Comparison: 18 similar vehicles

Palm Bay, FL

2017 Nissan Pathfinder Platinum

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

2017 Nissan Pathfinder Platinum

Palm Bay, FL

Unscored
$6,599103,000 mi

Comparison: 36 similar vehicles

Palm Bay, FL

2015 Volkswagen Jetta SE

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

2015 Volkswagen Jetta SE

Palm Bay, FL

Fair PriceModerate · 38
$6,65085,955 mi

Market: $3,000 – $8,900

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Palm Bay, FL

2013 Volkswagen CC R-Line

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

2013 Volkswagen CC R-Line

Palm Bay, FL

Fair PriceLimited · 17
$6,65073,198 mi

Market: $3,995 – $8,500

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Palm Bay, FL

2014 Subaru Forester i Premium

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

2014 Subaru Forester i Premium

Palm Bay, FL

Unscored
$6,699182,093 mi

Comparison: 13 similar vehicles

Palm Bay, FL

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Palm Bay, FL

Fair PriceModerate · 45
$6,75078,553 mi

Market: $3,990 – $14,178

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Palm Bay, FL

2014 Hyundai Elantra SE

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

2014 Hyundai Elantra SE

Palm Bay, FL

Salvage title
$6,899105,871 mi

Palm Bay, FL

2004 Mazda Miata Cloth

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

2004 Mazda Miata Cloth

Palm Bay, FL

UnscoredInsufficient · 0
$6,90071,350 mi

Palm Bay, FL

2019 Ford Fiesta SE

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

2019 Ford Fiesta SE

Palm Bay, FL

Great DealModerate · 31
$6,99553,321 mi

Market: $9,188 – $11,990

Comparison: 31 similar vehicles

Competitively priced ~24% below the typical range compared to similar vehicles · 35 days listed (based on current market benchmarks)

Palm Bay, FL

2017 Nissan Sentra S

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

2017 Nissan Sentra S

Palm Bay, FL

Fair PriceModerate · 32
$6,995112,881 mi

Market: $4,500 – $12,095

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Palm Bay, FL

2016 Nissan Altima S

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

2016 Nissan Altima S

Palm Bay, FL

Unscored
$6,995139,705 mi

Comparison: 51 similar vehicles

Palm Bay, FL

2013 Toyota Venza LE

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

2013 Toyota Venza LE

Palm Bay, FL

Unscored
$6,995158,945 mi

Comparison: 11 similar vehicles

Palm Bay, FL

2016 Ford Escape SE

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

2016 Ford Escape SE

Palm Bay, FL

UnscoredInsufficient · 4
$6,998122,561 mi

Comparison: 4 similar vehicles

Palm Bay, FL

2015 Subaru Forester i Premium

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

2015 Subaru Forester i Premium

Palm Bay, FL

Unscored
$7,049195,036 mi

Comparison: 35 similar vehicles

Palm Bay, FL

2019 Nissan Pathfinder SV

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

2019 Nissan Pathfinder SV

Palm Bay, FL

Unscored
$7,299126,191 mi

Comparison: 26 similar vehicles

Palm Bay, FL

2015 INFINITI QX60 Base

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

2015 INFINITI QX60 Base

Palm Bay, FL

Fair PriceRobust · 56
$7,50099,474 mi

Market: $6,990 – $13,990

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Palm Bay, FL

2016 Nissan Juke SV

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

2016 Nissan Juke SV

Palm Bay, FL

UnscoredInsufficient · 3
$7,55077,000 mi

Comparison: 3 similar vehicles

Palm Bay, FL

1999 GMC K2500 SL

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

1999 GMC K2500 SL

Palm Bay, FL

UnscoredInsufficient · 0
$7,900210,120 mi

Palm Bay, FL

2013 Hyundai Elantra Limited

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

2013 Hyundai Elantra Limited

Palm Bay, FL

Unscored
$7,950183,577 mi

Comparison: 55 similar vehicles

Palm Bay, FL

2015 GMC Terrain SLT-1

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

2015 GMC Terrain SLT-1

Palm Bay, FL

Unscored
$7,995123,698 mi

Comparison: 39 similar vehicles

Palm Bay, FL

2007 Chevrolet Silverado Classic 1500 LS2

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

2007 Chevrolet Silverado Classic 1500 LS2

Palm Bay, FL

UnscoredInsufficient · 4
$7,999194,302 mi

Comparison: 4 similar vehicles

Palm Bay, FL

2001 GMC Sierra SL

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

2001 GMC Sierra SL

Palm Bay, FL

UnscoredInsufficient · 0
$7,999246,274 mi

Palm Bay, FL

1994 Ford Mustang

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

1994 Ford Mustang

Palm Bay, FL

UnscoredInsufficient · 0
$7,999107,649 mi

Palm Bay, FL

2014 Audi A4 Premium

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

2014 Audi A4 Premium

Palm Bay, FL

Fair PriceModerate · 33
$8,49989,652 mi

Market: $4,995 – $13,690

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Palm Bay, FL

2005 GMC Sierra 1500 SLE

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

2005 GMC Sierra 1500 SLE

Palm Bay, FL

UnscoredInsufficient · 0
$8,499139,468 mi

Palm Bay, FL

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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