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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 13, 2026

7.2M+

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

5,166 listings found

2006 Chrysler 300 Touring

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

2006 Chrysler 300 Touring

Brandon, FL

Unscored
$2,98883,406 mi

Comparison: 5 similar vehicles

Brandon, FL

2006 Mercedes-Benz E-Class E350

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

2006 Mercedes-Benz E-Class E350

Brandon, FL

Fair PriceLimited · 10
$3,50071,527 mi

Market: $2,500 – $8,950

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 205 days listed (based on current market benchmarks)

Brandon, FL

2010 Honda Accord EX-L

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

2010 Honda Accord EX-L

Brandon, FL

Unscored
$3,700174,025 mi

Comparison: 6 similar vehicles

Brandon, FL

2007 Chevrolet Malibu LT

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

2007 Chevrolet Malibu LT

Brandon, FL

UnscoredInsufficient · 0
$3,99078,596 mi

Brandon, FL

2013 Dodge Journey SXT

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

2013 Dodge Journey SXT

Brandon, FL

UnscoredInsufficient · 4
$3,995140,825 mi

Comparison: 4 similar vehicles

Brandon, FL

2012 Nissan Versa SV

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

2012 Nissan Versa SV

Brandon, FL

UnscoredInsufficient · 3
$4,149109,329 mi

Comparison: 3 similar vehicles

Brandon, FL

No Photo

2013 Hyundai Elantra Limited

Brandon, FL

Unscored
$4,444145,635 mi

Comparison: 5 similar vehicles

Brandon, FL

2018 Ford Focus SE

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

2018 Ford Focus SE

Brandon, FL

Unscored
$4,500123,941 mi

Comparison: 11 similar vehicles

Brandon, FL

2017 Ford Focus SE

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

2017 Ford Focus SE

Brandon, FL

Fair PriceLimited · 14
$4,500118,946 mi

Market: $3,850 – $9,471

Comparison: 14 similar vehicles

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

Brandon, FL

2014 Ford Focus SE

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

2014 Ford Focus SE

Brandon, FL

Unscored
$4,699129,824 mi

Comparison: 10 similar vehicles

Brandon, FL

2015 Kia Soul +

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

2015 Kia Soul +

Brandon, FL

UnscoredInsufficient · 4
$4,744113,260 mi

Comparison: 4 similar vehicles

Brandon, FL

2013 Cadillac XTS Luxury Collection

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

2013 Cadillac XTS Luxury Collection

Brandon, FL

Unscored
$4,988167,900 mi

Comparison: 6 similar vehicles

Brandon, FL

2011 BMW 3 Series 328i

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

2011 BMW 3 Series 328i

Brandon, FL

Fair PriceLimited · 15
$4,99598,716 mi

Market: $3,995 – $10,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1179 days listed (based on current market benchmarks)

Brandon, FL

2012 Kia Forte Koup SX

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

2012 Kia Forte Koup SX

Brandon, FL

UnscoredInsufficient · 0
$5,00075,690 mi

Brandon, FL

2016 Nissan Sentra S

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

2016 Nissan Sentra S

Brandon, FL

Unscored
$5,220195,081 mi

Comparison: 15 similar vehicles

Brandon, FL

2015 Dodge Grand Caravan SXT

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

2015 Dodge Grand Caravan SXT

Brandon, FL

Unscored
$5,495124,732 mi

Comparison: 15 similar vehicles

Brandon, FL

2008 Lexus RX 400h

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

2008 Lexus RX 400h

Brandon, FL

UnscoredInsufficient · 3
$5,495156,827 mi

Comparison: 3 similar vehicles

Brandon, FL

2017 Kia Soul Base

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

2017 Kia Soul Base

Brandon, FL

Unscored
$5,555131,034 mi

Comparison: 6 similar vehicles

Brandon, FL

2012 Toyota Camry XLE Hybrid

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

2012 Toyota Camry XLE Hybrid

Brandon, FL

Salvage title
$5,988301,548 mi

Brandon, FL

2021 Nissan Versa Sedan S

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

2021 Nissan Versa Sedan S

Brandon, FL

Unscored
$5,990120,322 mi

Comparison: 12 similar vehicles

Brandon, FL

2013 Honda Odyssey LX

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

2013 Honda Odyssey LX

Brandon, FL

UnscoredInsufficient · 4
$5,995160,714 mi

Comparison: 4 similar vehicles

Brandon, FL

2018 Nissan Sentra SV

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

2018 Nissan Sentra SV

Brandon, FL

UnscoredInsufficient · 3
$6,398140,773 mi

Comparison: 3 similar vehicles

Brandon, FL

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Brandon, FL

Great DealLimited · 18
$6,444100,936 mi

Market: $7,995 – $17,388

Comparison: 18 similar vehicles

Competitively priced ~19% below the typical range compared to similar vehicles · 16 days listed (based on current market benchmarks)

Brandon, FL

2015 Nissan Altima S

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

2015 Nissan Altima S

Brandon, FL

Unscored
$6,488157,000 mi

Comparison: 41 similar vehicles

Brandon, FL

2018 Hyundai Accent SE

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

2018 Hyundai Accent SE

Brandon, FL

UnscoredInsufficient · 4
$6,70095,768 mi

Comparison: 4 similar vehicles

Brandon, FL

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Brandon, FL

Unscored
$6,850223,429 mi

Comparison: 32 similar vehicles

Brandon, FL

2015 Volkswagen Jetta S

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

2015 Volkswagen Jetta S

Brandon, FL

UnscoredInsufficient · 4
$6,90081,027 mi

Comparison: 4 similar vehicles

Brandon, FL

2009 Ford F-150 Platinum

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

2009 Ford F-150 Platinum

Brandon, FL

UnscoredInsufficient · 0
$6,985192,258 mi

Brandon, FL

2016 Volkswagen Tiguan S

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

2016 Volkswagen Tiguan S

Brandon, FL

Fair PriceLimited · 11
$6,99083,778 mi

Market: $5,999 – $10,998

Comparison: 11 similar vehicles

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

Brandon, FL

2017 Chevrolet Equinox LS

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

2017 Chevrolet Equinox LS

Brandon, FL

Unscored
$6,995122,684 mi

Comparison: 6 similar vehicles

Brandon, FL

2017 Kia Soul Base

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

2017 Kia Soul Base

Brandon, FL

Unscored
$6,99594,484 mi

Comparison: 6 similar vehicles

Brandon, FL

2013 Mercedes-Benz C-Class C250 Luxury

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

2013 Mercedes-Benz C-Class C250 Luxury

Brandon, FL

Fair PriceLimited · 11
$6,99589,646 mi

Market: $3,800 – $10,494

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 412 days listed (based on current market benchmarks)

Brandon, FL

2005 Ford F-150 XLT

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

2005 Ford F-150 XLT

Brandon, FL

Unscored
$7,220229,500 mi

Comparison: 10 similar vehicles

Brandon, FL

2019 Hyundai Elantra SE

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

2019 Hyundai Elantra SE

Brandon, FL

Unscored
$7,245126,388 mi

Comparison: 10 similar vehicles

Brandon, FL

2003 Honda Accord EX

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

2003 Honda Accord EX

Brandon, FL

UnscoredInsufficient · 0
$7,49257,182 mi

Brandon, FL

2015 Chrysler Town & Country Limited

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

2015 Chrysler Town & Country Limited

Brandon, FL

UnscoredInsufficient · 0
$7,500127,893 mi

Brandon, FL

2017 Kia Forte LX

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

2017 Kia Forte LX

Brandon, FL

Fair PriceModerate · 22
$7,669111,691 mi

Market: $5,395 – $9,995

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Brandon, FL

2015 Cadillac ATS Standard

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

2015 Cadillac ATS Standard

Brandon, FL

Salvage title
$7,77779,500 mi

Brandon, FL

2015 Kia Optima LX

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

2015 Kia Optima LX

Brandon, FL

Fair PriceModerate · 22
$7,777105,996 mi

Market: $3,995 – $10,971

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Brandon, FL

2012 INFINITI G Convertible 37 Sport

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

2012 INFINITI G Convertible 37 Sport

Brandon, FL

Salvage title
$7,800116,071 mi

Brandon, FL

2019 Ford Escape SE

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

2019 Ford Escape SE

Brandon, FL

Fair PriceLimited · 11
$7,99097,499 mi

Market: $5,498 – $14,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Brandon, FL

2018 Ford Escape SE

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

2018 Ford Escape SE

Brandon, FL

Fair PriceLimited · 19
$7,99075,976 mi

Market: $4,637 – $17,020

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Brandon, FL

2018 Nissan Kicks S

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

2018 Nissan Kicks S

Brandon, FL

UnscoredInsufficient · 0
$7,99090,386 mi

Brandon, FL

2017 Nissan Pathfinder S

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

2017 Nissan Pathfinder S

Brandon, FL

UnscoredInsufficient · 3
$7,99096,240 mi

Comparison: 3 similar vehicles

Brandon, FL

2014 Chevrolet Traverse LS

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

2014 Chevrolet Traverse LS

Brandon, FL

UnscoredInsufficient · 4
$7,998103,009 mi

Comparison: 4 similar vehicles

Brandon, FL

2014 Ford Fiesta SE

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

2014 Ford Fiesta SE

Brandon, FL

UnscoredInsufficient · 0
$8,28835,765 mi

Brandon, FL

2017 Kia Cadenza Premium

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

2017 Kia Cadenza Premium

Brandon, FL

Unscored
$8,297140,745 mi

Comparison: 16 similar vehicles

Brandon, FL

2017 Kia Forte LX

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

2017 Kia Forte LX

Brandon, FL

Fair PriceModerate · 22
$8,29870,714 mi

Market: $5,395 – $9,995

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Brandon, FL

2017 Chevrolet Cruze Premier

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

2017 Chevrolet Cruze Premier

Brandon, FL

Fair PriceLimited · 11
$8,49797,210 mi

Market: $4,499 – $17,999

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Brandon, FL

2018 Nissan Rogue SV

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

2018 Nissan Rogue SV

Brandon, FL

Fair PriceModerate · 21
$8,50095,530 mi

Market: $5,950 – $14,900

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 135 days listed (based on current market benchmarks)

Brandon, 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 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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