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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 1, 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

102 listings found

2009 Nissan Altima SE

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

2009 Nissan Altima SE

Lancaster, TX

UnscoredInsufficient · 0
$3,500144,290 mi

Lancaster, TX

2005 Ford Five Hundred SE

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

2005 Ford Five Hundred SE

Lancaster, TX

UnscoredInsufficient · 0
$5,300132,100 mi

Lancaster, TX

2016 Nissan Pathfinder S

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

2016 Nissan Pathfinder S

Lancaster, TX

UnscoredInsufficient · 3
$6,000150,879 mi

Comparison: 3 similar vehicles

Lancaster, TX

2016 BMW X5 xDrive35i

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

2016 BMW X5 xDrive35i

Lancaster, TX

Unscored
$6,300110,877 mi

Comparison: 8 similar vehicles

Lancaster, TX

2019 Ford Transit Connect XL

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

2019 Ford Transit Connect XL

Lancaster, TX

Unscored
$6,450193,503 mi

Comparison: 5 similar vehicles

Lancaster, TX

2016 Chevrolet Traverse 1LT

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

2016 Chevrolet Traverse 1LT

Lancaster, TX

Fair PriceLimited · 10
$6,500109,200 mi

Market: $4,950 – $18,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 199 days listed (based on current market benchmarks)

Lancaster, TX

2016 Jeep Renegade Trailhawk

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

2016 Jeep Renegade Trailhawk

Lancaster, TX

Unscored
$6,750121,345 mi

Comparison: 6 similar vehicles

Lancaster, TX

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Lancaster, TX

Unscored
$8,591163,584 mi

Comparison: 25 similar vehicles

Lancaster, TX

2015 Chevrolet Express Cutaway Base

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

2015 Chevrolet Express Cutaway Base

Lancaster, TX

Unscored
$8,995218,824 mi

Comparison: 6 similar vehicles

Lancaster, TX

2011 Lexus ES 350

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

2011 Lexus ES 350

Lancaster, TX

Unscored
$9,191194,894 mi

Comparison: 27 similar vehicles

Lancaster, TX

2017 Hyundai Santa Fe Sport

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

2017 Hyundai Santa Fe Sport

Lancaster, TX

Fair PriceLimited · 14
$9,991106,329 mi

Market: $8,948 – $16,995

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 128 days listed (based on current market benchmarks)

Lancaster, TX

2023 Kia Soul LX

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

2023 Kia Soul LX

Lancaster, TX

Unscored
$9,995113,180 mi

Comparison: 24 similar vehicles

Lancaster, TX

2018 Chevrolet Express Cargo Work Van

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

2018 Chevrolet Express Cargo Work Van

Lancaster, TX

Unscored
$9,995212,747 mi

Comparison: 5 similar vehicles

Lancaster, TX

2015 Chevrolet Express Cargo Work Van

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

2015 Chevrolet Express Cargo Work Van

Lancaster, TX

Unscored
$9,995141,201 mi

Comparison: 13 similar vehicles

Lancaster, TX

2017 Jeep Patriot Latitude

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

2017 Jeep Patriot Latitude

Lancaster, TX

Unscored
$10,19189,989 mi

Comparison: 6 similar vehicles

Lancaster, TX

2020 Nissan Pathfinder S

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

2020 Nissan Pathfinder S

Lancaster, TX

Unscored
$10,891133,730 mi

Comparison: 8 similar vehicles

Lancaster, TX

2016 Cadillac SRX Premium Collection

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

2016 Cadillac SRX Premium Collection

Lancaster, TX

UnscoredInsufficient · 3
$10,891117,407 mi

Comparison: 3 similar vehicles

Lancaster, TX

2017 INFINITI QX60 Base

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

2017 INFINITI QX60 Base

Lancaster, TX

Unscored
$10,991123,515 mi

Comparison: 14 similar vehicles

Lancaster, TX

2020 Ford Transit Connect XL

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

2020 Ford Transit Connect XL

Lancaster, TX

Unscored
$10,995150,156 mi

Comparison: 10 similar vehicles

Lancaster, TX

2011 Jeep Wrangler Sport

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

2011 Jeep Wrangler Sport

Lancaster, TX

UnscoredInsufficient · 4
$10,995163,462 mi

Comparison: 4 similar vehicles

Lancaster, TX

2018 Chevrolet Impala 1LT

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

2018 Chevrolet Impala 1LT

Lancaster, TX

Unscored
$11,191149,277 mi

Comparison: 10 similar vehicles

Lancaster, TX

2016 Honda Pilot Touring

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

2016 Honda Pilot Touring

Lancaster, TX

Unscored
$11,391177,845 mi

Comparison: 17 similar vehicles

Lancaster, TX

2022 Kia Telluride EX

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

2022 Kia Telluride EX

Lancaster, TX

Unscored
$11,995175,960 mi

Comparison: 13 similar vehicles

Lancaster, TX

2016 Chevrolet Express Cargo Work Van

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

2016 Chevrolet Express Cargo Work Van

Lancaster, TX

Unscored
$11,995149,008 mi

Comparison: 11 similar vehicles

Lancaster, TX

2020 Chevrolet Traverse 3LT

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

2020 Chevrolet Traverse 3LT

Lancaster, TX

Unscored
$12,191148,520 mi

Comparison: 9 similar vehicles

Lancaster, TX

2019 Toyota C-HR LE

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

2019 Toyota C-HR LE

Lancaster, TX

UnscoredInsufficient · 4
$12,191152,113 mi

Comparison: 4 similar vehicles

Lancaster, TX

2013 Lexus RX 350

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

2013 Lexus RX 350

Lancaster, TX

Unscored
$12,291162,113 mi

Comparison: 45 similar vehicles

Lancaster, TX

2021 Chevrolet Equinox LS

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

2021 Chevrolet Equinox LS

Lancaster, TX

Fair PriceLimited · 15
$12,791117,662 mi

Market: $9,991 – $22,495

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 156 days listed (based on current market benchmarks)

Lancaster, TX

2013 Honda CR-V EX-L

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

2013 Honda CR-V EX-L

Lancaster, TX

Unscored
$13,169115,141 mi

Comparison: 7 similar vehicles

Lancaster, TX

2016 Honda Pilot Touring

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

2016 Honda Pilot Touring

Lancaster, TX

Unscored
$13,291159,398 mi

Comparison: 17 similar vehicles

Lancaster, TX

2019 Nissan Murano Platinum

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

2019 Nissan Murano Platinum

Lancaster, TX

Unscored
$13,491131,926 mi

Comparison: 9 similar vehicles

Lancaster, TX

2019 Audi Q5 Premium

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

2019 Audi Q5 Premium

Lancaster, TX

Unscored
$13,49195,085 mi

Comparison: 7 similar vehicles

Lancaster, TX

2023 Toyota Corolla LE

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

2023 Toyota Corolla LE

Lancaster, TX

Great DealLimited · 17
$13,99583,986 mi

Market: $14,999 – $23,000

Comparison: 17 similar vehicles

Competitively priced ~7% below the typical range compared to similar vehicles · 167 days listed (based on current market benchmarks)

Lancaster, TX

2019 Ford E-Series Cutaway Base

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

2019 Ford E-Series Cutaway Base

Lancaster, TX

Unscored
$13,995200,344 mi

Comparison: 17 similar vehicles

Lancaster, TX

2018 RAM Promaster City Base

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

2018 RAM Promaster City Base

Lancaster, TX

UnscoredInsufficient · 0
$13,99571,490 mi

Lancaster, TX

2013 INFINITI QX 56

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

2013 INFINITI QX 56

Lancaster, TX

UnscoredInsufficient · 3
$13,995103,065 mi

Comparison: 3 similar vehicles

Lancaster, TX

2020 Honda Civic LX

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

2020 Honda Civic LX

Lancaster, TX

Fair PriceLimited · 14
$14,399118,196 mi

Market: $12,800 – $17,998

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 521 days listed (based on current market benchmarks)

Lancaster, TX

2016 RAM 1500 Pickup Big Horn

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

2016 RAM 1500 Pickup Big Horn

Lancaster, TX

Unscored
$14,800146,221 mi

Comparison: 5 similar vehicles

Lancaster, TX

2017 Ford F-250 Super Duty XL

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

2017 Ford F-250 Super Duty XL

Lancaster, TX

Unscored
$14,995143,976 mi

Comparison: 34 similar vehicles

Lancaster, TX

2018 Honda Civic EX

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

2018 Honda Civic EX

Lancaster, TX

Unscored
$15,000125,314 mi

Comparison: 11 similar vehicles

Lancaster, TX

2017 Ford F-150 XLT

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

2017 Ford F-150 XLT

Lancaster, TX

Unscored
$15,491149,550 mi

Comparison: 75 similar vehicles

Lancaster, TX

2018 Nissan Maxima SL

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

2018 Nissan Maxima SL

Lancaster, TX

UnscoredInsufficient · 4
$15,80079,310 mi

Comparison: 4 similar vehicles

Lancaster, TX

2017 Ford F-250 Super Duty XL

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

2017 Ford F-250 Super Duty XL

Lancaster, TX

Unscored
$15,995181,239 mi

Comparison: 34 similar vehicles

Lancaster, TX

2014 Chevrolet Silverado 1500 LT

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

2014 Chevrolet Silverado 1500 LT

Lancaster, TX

Unscored
$15,995167,150 mi

Comparison: 40 similar vehicles

Lancaster, TX

2019 Nissan Rogue SV

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

2019 Nissan Rogue SV

Lancaster, TX

UnscoredInsufficient · 3
$16,57545,997 mi

Comparison: 3 similar vehicles

Lancaster, TX

2019 Chevrolet Tahoe LT

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

2019 Chevrolet Tahoe LT

Lancaster, TX

Unscored
$16,591155,854 mi

Comparison: 39 similar vehicles

Lancaster, TX

2017 Cadillac XT5 Luxury

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

2017 Cadillac XT5 Luxury

Lancaster, TX

Fair PriceModerate · 34
$16,70064,240 mi

Market: $8,990 – $25,900

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 199 days listed (based on current market benchmarks)

Lancaster, TX

2020 Honda Civic LX

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

2020 Honda Civic LX

Lancaster, TX

Fair PriceLimited · 14
$16,85096,917 mi

Market: $12,800 – $17,998

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 295 days listed (based on current market benchmarks)

Lancaster, TX

2018 Ford F-250 Super Duty XL

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

2018 Ford F-250 Super Duty XL

Lancaster, TX

Unscored
$16,995195,852 mi

Comparison: 14 similar vehicles

Lancaster, TX

2021 Chevrolet Malibu 1LT

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

2021 Chevrolet Malibu 1LT

Lancaster, TX

OverpricedLimited · 18
$17,200119,357 mi

Market: $9,500 – $16,220

Comparison: 18 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Lancaster, TX

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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