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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 5, 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

3,890 listings found

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Homestead, FL

Unscored
$2,495165,432 mi

Comparison: 8 similar vehicles

Homestead, FL

2003 Ford Ranger XL

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

2003 Ford Ranger XL

Homestead, FL

UnscoredInsufficient · 0
$2,900154,000 mi

Homestead, FL

2007 Nissan Armada LE

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

2007 Nissan Armada LE

Homestead, FL

UnscoredInsufficient · 0
$3,399168,707 mi

Homestead, FL

2003 Toyota Camry LE

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

2003 Toyota Camry LE

Homestead, FL

UnscoredInsufficient · 4
$3,900138,500 mi

Comparison: 4 similar vehicles

Homestead, FL

2015 Acura TLX Base

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

2015 Acura TLX Base

Homestead, FL

UnscoredInsufficient · 4
$5,314160,125 mi

Comparison: 4 similar vehicles

Homestead, FL

2004 Toyota RAV4 Base

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

2004 Toyota RAV4 Base

Homestead, FL

UnscoredInsufficient · 0
$5,399207,850 mi

Homestead, FL

2016 Nissan Versa Note S Plus

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

2016 Nissan Versa Note S Plus

Homestead, FL

Salvage title
$5,70044,162 mi

Homestead, FL

2014 GMC Savana Cargo Work Van

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

2014 GMC Savana Cargo Work Van

Homestead, FL

UnscoredInsufficient · 0
$5,880203,095 mi

Homestead, FL

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Homestead, FL

Fair PriceLimited · 15
$5,88870,900 mi

Market: $3,991 – $8,721

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 438 days listed (based on current market benchmarks)

Homestead, FL

2015 Volkswagen Jetta S

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

2015 Volkswagen Jetta S

Homestead, FL

UnscoredInsufficient · 3
$5,900107,465 mi

Comparison: 3 similar vehicles

Homestead, FL

2014 Volkswagen Passat SE

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

2014 Volkswagen Passat SE

Homestead, FL

UnscoredInsufficient · 3
$5,900119,411 mi

Comparison: 3 similar vehicles

Homestead, FL

2013 Volkswagen Passat SE

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

2013 Volkswagen Passat SE

Homestead, FL

Unscored
$5,900101,577 mi

Comparison: 5 similar vehicles

Homestead, FL

2013 Kia Soul Base

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

2013 Kia Soul Base

Homestead, FL

Unscored
$5,90057,054 mi

Comparison: 7 similar vehicles

Homestead, FL

2016 Nissan Altima S

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

2016 Nissan Altima S

Homestead, FL

Salvage title
$5,99533,681 mi

Homestead, FL

2016 Hyundai Accent SE

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

2016 Hyundai Accent SE

Homestead, FL

UnscoredInsufficient · 0
$5,99525,594 mi

Homestead, FL

2013 Dodge Challenger SXT

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

2013 Dodge Challenger SXT

Homestead, FL

UnscoredInsufficient · 3
$5,999203,336 mi

Comparison: 3 similar vehicles

Homestead, FL

2017 Hyundai Veloster Base

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

2017 Hyundai Veloster Base

Homestead, FL

UnscoredInsufficient · 0
$6,399115,444 mi

Homestead, FL

2014 Honda Civic LX

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

2014 Honda Civic LX

Homestead, FL

Unscored
$6,399160,604 mi

Comparison: 6 similar vehicles

Homestead, FL

2018 Nissan Versa Sedan SV

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

2018 Nissan Versa Sedan SV

Homestead, FL

Salvage title
$6,50076,299 mi

Homestead, FL

No Photo

2016 Kia Soul Base

Homestead, FL

Unscored
$6,80094,242 mi

Comparison: 8 similar vehicles

Homestead, FL

2017 Kia Soul Base

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

2017 Kia Soul Base

Homestead, FL

Unscored
$6,900110,384 mi

Comparison: 6 similar vehicles

Homestead, FL

2016 Hyundai Veloster Base

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

2016 Hyundai Veloster Base

Homestead, FL

UnscoredInsufficient · 4
$6,90086,377 mi

Comparison: 4 similar vehicles

Homestead, FL

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Homestead, FL

Salvage title
$6,900114,473 mi

Homestead, FL

2013 Honda Fit Base

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

2013 Honda Fit Base

Homestead, FL

UnscoredInsufficient · 3
$6,900148,508 mi

Comparison: 3 similar vehicles

Homestead, FL

2012 Toyota Camry SE

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

2012 Toyota Camry SE

Homestead, FL

Fair PriceLimited · 18
$6,900101,356 mi

Market: $3,890 – $12,434

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 330 days listed (based on current market benchmarks)

Homestead, FL

2008 Honda CR-V EX-L

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

2008 Honda CR-V EX-L

Homestead, FL

Unscored
$6,900147,880 mi

Comparison: 6 similar vehicles

Homestead, FL

2007 Lexus RX 350

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

2007 Lexus RX 350

Homestead, FL

Unscored
$6,900181,305 mi

Comparison: 5 similar vehicles

Homestead, FL

2017 Chevrolet Traverse 1LT

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

2017 Chevrolet Traverse 1LT

Homestead, FL

Unscored
$6,990125,826 mi

Comparison: 22 similar vehicles

Homestead, FL

2015 Nissan Altima S

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

2015 Nissan Altima S

Homestead, FL

Salvage title
$6,995107,972 mi

Homestead, FL

2010 Mazda CX-7 i Sport

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

2010 Mazda CX-7 i Sport

Homestead, FL

UnscoredInsufficient · 3
$7,320105,455 mi

Comparison: 3 similar vehicles

Homestead, FL

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Homestead, FL

Fair PriceModerate · 43
$7,43892,180 mi

Market: $4,999 – $15,000

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Homestead, FL

2001 Toyota MR2 Spyder Base

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

2001 Toyota MR2 Spyder Base

Homestead, FL

UnscoredInsufficient · 0
$7,500147,658 mi

Homestead, FL

2014 Hyundai Elantra SE

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

2014 Hyundai Elantra SE

Homestead, FL

Unscored
$7,80087,557 mi

Comparison: 5 similar vehicles

Homestead, FL

2017 Nissan Altima SL

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

2017 Nissan Altima SL

Homestead, FL

Unscored
$7,900124,820 mi

Comparison: 5 similar vehicles

Homestead, FL

2017 Hyundai Sonata Base

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

2017 Hyundai Sonata Base

Homestead, FL

Fair PriceLimited · 18
$7,90093,780 mi

Market: $4,900 – $10,485

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 674 days listed (based on current market benchmarks)

Homestead, FL

2014 Hyundai Genesis 3.8

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

2014 Hyundai Genesis 3.8

Homestead, FL

UnscoredInsufficient · 0
$7,900114,931 mi

Homestead, FL

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Homestead, FL

UnscoredInsufficient · 3
$7,990119,428 mi

Comparison: 3 similar vehicles

Homestead, FL

2018 Nissan Altima S

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

2018 Nissan Altima S

Homestead, FL

Salvage title
$7,99574,475 mi

Homestead, FL

2017 Nissan Altima S

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

2017 Nissan Altima S

Homestead, FL

Salvage title
$7,99569,810 mi

Homestead, FL

2014 Cadillac SRX Performance Collection

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

2014 Cadillac SRX Performance Collection

Homestead, FL

Salvage title
$7,995109,000 mi

Homestead, FL

2016 Lincoln MKX Premiere

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

2016 Lincoln MKX Premiere

Homestead, FL

Unscored
$7,999187,280 mi

Comparison: 5 similar vehicles

Homestead, FL

2020 Chevrolet Equinox LS

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

2020 Chevrolet Equinox LS

Homestead, FL

Fair PriceModerate · 32
$8,48892,758 mi

Market: $4,990 – $24,770

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Homestead, FL

2018 Nissan Sentra S

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

2018 Nissan Sentra S

Homestead, FL

Salvage title
$8,49587,095 mi

Homestead, FL

No Photo

2014 GMC Terrain SLE-1

Homestead, FL

OverpricedLimited · 15
$8,800121,064 mi

Market: $5,595 – $8,343

Comparison: 15 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Homestead, FL

2017 Honda Accord Hybrid Touring

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

2017 Honda Accord Hybrid Touring

Homestead, FL

UnscoredInsufficient · 0
$8,880195,171 mi

Homestead, FL

2020 Kia Soul LX

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

2020 Kia Soul LX

Homestead, FL

Fair PriceModerate · 22
$8,90064,989 mi

Market: $5,890 – $13,000

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 550 days listed (based on current market benchmarks)

Homestead, FL

2016 Toyota Corolla L

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

2016 Toyota Corolla L

Homestead, FL

Unscored
$8,900124,000 mi

Comparison: 15 similar vehicles

Homestead, FL

2016 Kia Sorento EX

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

2016 Kia Sorento EX

Homestead, FL

Fair PriceLimited · 18
$8,900113,482 mi

Market: $6,995 – $14,485

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 217 days listed (based on current market benchmarks)

Homestead, FL

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Homestead, FL

Fair PriceModerate · 25
$8,90074,770 mi

Market: $5,999 – $13,900

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 182 days listed (based on current market benchmarks)

Homestead, FL

2010 Honda Odyssey EX-L

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

2010 Honda Odyssey EX-L

Homestead, FL

Unscored
$8,900127,168 mi

Comparison: 5 similar vehicles

Homestead, FL

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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