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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

2,551 listings found

1997 Jeep Wrangler / TJ

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

1997 Jeep Wrangler / TJ

Estero, FL

UnscoredInsufficient · 0
$4,995190,606 mi

Estero, FL

2013 Ford Escape SE

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

2013 Ford Escape SE

Estero, FL

Unscored
$5,995101,050 mi

Comparison: 5 similar vehicles

Estero, FL

2013 Honda CR-V LX

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

2013 Honda CR-V LX

Estero, FL

Unscored
$6,205178,070 mi

Comparison: 29 similar vehicles

Estero, FL

2006 Nissan Altima S

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

2006 Nissan Altima S

Estero, FL

Unscored
$6,40070,520 mi

Comparison: 7 similar vehicles

Estero, FL

2015 BMW 3 Series 328d

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

2015 BMW 3 Series 328d

Estero, FL

UnscoredInsufficient · 0
$7,889139,671 mi

Estero, FL

2017 Subaru Outback Premium

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

2017 Subaru Outback Premium

Estero, FL

Unscored
$7,985165,263 mi

Comparison: 18 similar vehicles

Estero, FL

2016 Jeep Compass Sport

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

2016 Jeep Compass Sport

Estero, FL

Fair PriceLimited · 14
$7,99577,500 mi

Market: $3,950 – $10,995

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1483 days listed (based on current market benchmarks)

Estero, FL

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Estero, FL

Unscored
$7,995155,300 mi

Comparison: 8 similar vehicles

Estero, FL

2010 Ford E-Series Econoline Van Commercial

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

2010 Ford E-Series Econoline Van Commercial

Estero, FL

Unscored
$7,99575,800 mi

Comparison: 7 similar vehicles

Estero, FL

2017 Audi Q3 Premium

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

2017 Audi Q3 Premium

Estero, FL

Fair PriceLimited · 15
$8,500109,520 mi

Market: $5,999 – $12,425

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Estero, FL

2016 BMW X5 sDrive35i

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

2016 BMW X5 sDrive35i

Estero, FL

Unscored
$8,500165,644 mi

Comparison: 9 similar vehicles

Estero, FL

2011 Lexus RX 350

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

2011 Lexus RX 350

Estero, FL

Unscored
$8,895180,534 mi

Comparison: 5 similar vehicles

Estero, FL

2012 Jeep Wrangler Sahara

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

2012 Jeep Wrangler Sahara

Estero, FL

UnscoredInsufficient · 3
$8,997129,140 mi

Comparison: 3 similar vehicles

Estero, FL

2015 Nissan Sentra S

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

2015 Nissan Sentra S

Estero, FL

Fair PriceModerate · 20
$9,39665,252 mi

Market: $1,850 – $12,981

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Estero, FL

2014 BMW X5 xDrive35d

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

2014 BMW X5 xDrive35d

Estero, FL

UnscoredInsufficient · 0
$9,427150,464 mi

Estero, FL

2017 Audi A4 Premium

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

2017 Audi A4 Premium

Estero, FL

Fair PriceModerate · 41
$9,990102,097 mi

Market: $4,950 – $16,525

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Estero, FL

2010 Mercedes-Benz E-Class E350 Luxury

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

2010 Mercedes-Benz E-Class E350 Luxury

Estero, FL

UnscoredInsufficient · 0
$10,89558,737 mi

Estero, FL

2010 Toyota Highlander Base

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

2010 Toyota Highlander Base

Estero, FL

Unscored
$10,985126,149 mi

Comparison: 8 similar vehicles

Estero, FL

2018 Volkswagen Jetta SE

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

2018 Volkswagen Jetta SE

Estero, FL

Unscored
$10,99081,133 mi

Comparison: 5 similar vehicles

Estero, FL

2014 Audi Q7 Premium

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

2014 Audi Q7 Premium

Estero, FL

Unscored
$10,995124,951 mi

Comparison: 5 similar vehicles

Estero, FL

2008 Lexus ES 350

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

2008 Lexus ES 350

Estero, FL

Fair PriceModerate · 20
$10,99773,999 mi

Market: $3,900 – $11,995

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Estero, FL

2015 Ford Escape SE

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

2015 Ford Escape SE

Estero, FL

UnscoredInsufficient · 0
$11,18651,027 mi

Estero, FL

2018 Mercedes-Benz C-Class Sedan C300

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

2018 Mercedes-Benz C-Class Sedan C300

Estero, FL

Fair PriceLimited · 14
$11,900110,795 mi

Market: $10,578 – $18,395

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Estero, FL

2017 Audi A3 Sedan Premium

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

2017 Audi A3 Sedan Premium

Estero, FL

Fair PriceLimited · 10
$11,99088,976 mi

Market: $3,940 – $14,000

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Estero, FL

2016 Toyota Corolla LE

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

2016 Toyota Corolla LE

Estero, FL

Unscored
$12,41889,689 mi

Comparison: 9 similar vehicles

Estero, FL

2017 Audi A3 Sedan Premium

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

2017 Audi A3 Sedan Premium

Estero, FL

Fair PriceLimited · 10
$12,89085,344 mi

Market: $3,940 – $14,000

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Estero, FL

2018 Jeep Wrangler JK Golden Eagle

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

2018 Jeep Wrangler JK Golden Eagle

Estero, FL

UnscoredInsufficient · 0
$12,990140,442 mi

Estero, FL

2019 Subaru Outback Base

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

2019 Subaru Outback Base

Estero, FL

Great DealLimited · 12
$12,995104,910 mi

Market: $17,972 – $22,218

Comparison: 12 similar vehicles

Competitively priced ~28% below the typical range compared to similar vehicles · 45 days listed (based on current market benchmarks)

Estero, FL

2018 Audi A6 Premium Plus

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

2018 Audi A6 Premium Plus

Estero, FL

Fair PriceLimited · 17
$12,99599,288 mi

Market: $12,950 – $19,995

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Estero, FL

2019 Hyundai Tucson Value

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

2019 Hyundai Tucson Value

Estero, FL

Fair PriceModerate · 32
$13,41888,966 mi

Market: $5,890 – $16,628

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Estero, FL

2019 Ford Escape SE

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

2019 Ford Escape SE

Estero, FL

Fair PriceLimited · 10
$13,49752,908 mi

Market: $10,985 – $15,998

Comparison: 10 similar vehicles

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

Estero, FL

2006 Toyota Tundra SR5

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

2006 Toyota Tundra SR5

Estero, FL

Fair PriceLimited · 14
$13,895106,992 mi

Market: $4,800 – $14,999

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 240 days listed (based on current market benchmarks)

Estero, FL

2016 RAM Promaster City Tradesman

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

2016 RAM Promaster City Tradesman

Estero, FL

Fair PriceModerate · 25
$14,12990,309 mi

Market: $8,446 – $15,196

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Estero, FL

2025 Nissan Versa Sedan SV

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

2025 Nissan Versa Sedan SV

Estero, FL

Unscored
$15,40038,530 mi

Comparison: 14 similar vehicles

Estero, FL

2017 RAM 1500 Pickup Big Horn

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

2017 RAM 1500 Pickup Big Horn

Estero, FL

Unscored
$15,415149,432 mi

Comparison: 9 similar vehicles

Estero, FL

2025 Nissan Versa Sedan SV

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

2025 Nissan Versa Sedan SV

Estero, FL

Fair PriceLimited · 14
$15,46037,126 mi

Market: $15,400 – $17,003

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 292 days listed (based on current market benchmarks)

Estero, FL

2025 Kia Soul LX

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

2025 Kia Soul LX

Estero, FL

Unscored
$15,50345,712 mi

Comparison: 8 similar vehicles

Estero, FL

2025 Kia Soul LX

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

2025 Kia Soul LX

Estero, FL

Unscored
$15,59940,699 mi

Comparison: 8 similar vehicles

Estero, FL

2025 Kia Soul LX

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

2025 Kia Soul LX

Estero, FL

Unscored
$15,60343,420 mi

Comparison: 8 similar vehicles

Estero, FL

2025 Kia Soul LX

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

2025 Kia Soul LX

Estero, FL

Unscored
$15,70343,608 mi

Comparison: 8 similar vehicles

Estero, FL

2025 Kia Soul LX

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

2025 Kia Soul LX

Estero, FL

Unscored
$15,70340,274 mi

Comparison: 8 similar vehicles

Estero, FL

2025 Kia Soul LX

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

2025 Kia Soul LX

Estero, FL

Unscored
$15,80343,415 mi

Comparison: 8 similar vehicles

Estero, FL

2025 Kia Soul LX

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

2025 Kia Soul LX

Estero, FL

Unscored
$15,90340,090 mi

Comparison: 8 similar vehicles

Estero, FL

2025 Nissan Versa Sedan SV

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

2025 Nissan Versa Sedan SV

Estero, FL

Fair PriceLimited · 11
$16,00344,744 mi

Market: $16,003 – $20,658

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 129 days listed (based on current market benchmarks)

Estero, FL

2025 Nissan Versa Sedan SV

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

2025 Nissan Versa Sedan SV

Estero, FL

Fair PriceLimited · 11
$16,00340,303 mi

Market: $16,003 – $20,658

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 363 days listed (based on current market benchmarks)

Estero, FL

2025 Kia Soul LX

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

2025 Kia Soul LX

Estero, FL

Unscored
$16,00340,541 mi

Comparison: 8 similar vehicles

Estero, FL

2025 Kia Soul LX

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

2025 Kia Soul LX

Estero, FL

Fair PriceModerate · 41
$16,00339,652 mi

Market: $16,003 – $17,162

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 134 days listed (based on current market benchmarks)

Estero, FL

2025 Kia Soul LX

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

2025 Kia Soul LX

Estero, FL

Fair PriceModerate · 41
$16,00339,930 mi

Market: $16,003 – $17,162

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 363 days listed (based on current market benchmarks)

Estero, FL

2025 Nissan Versa Sedan SV

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

2025 Nissan Versa Sedan SV

Estero, FL

Fair PriceLimited · 14
$16,10337,734 mi

Market: $15,400 – $17,003

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Estero, FL

2025 Kia Soul LX

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

2025 Kia Soul LX

Estero, FL

Fair PriceModerate · 41
$16,10337,460 mi

Market: $16,003 – $17,162

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 114 days listed (based on current market benchmarks)

Estero, 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 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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