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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 7, 2026

7.1M+

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

48 listings found

2012 Toyota Sienna XLE

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

2012 Toyota Sienna XLE

Hanover, IN

UnscoredInsufficient · 3
$2,900311,623 mi

Comparison: 3 similar vehicles

Hanover, IN

2012 Ford Edge SEL

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

2012 Ford Edge SEL

Hanover, IN

Unscored
$3,900186,639 mi

Comparison: 17 similar vehicles

Hanover, IN

2016 Honda Odyssey EX-L

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

2016 Honda Odyssey EX-L

Hanover, IN

Unscored
$4,900211,354 mi

Comparison: 11 similar vehicles

Hanover, IN

2006 Lexus IS 250

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

2006 Lexus IS 250

Hanover, IN

UnscoredInsufficient · 3
$4,900123,133 mi

Comparison: 3 similar vehicles

Hanover, IN

2003 Lincoln Town Car Executive

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

2003 Lincoln Town Car Executive

Hanover, IN

UnscoredInsufficient · 0
$4,90041,975 mi

Hanover, IN

2011 RAM 1500 Pickup ST

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

2011 RAM 1500 Pickup ST

Hanover, IN

Unscored
$5,900199,981 mi

Comparison: 19 similar vehicles

Hanover, IN

2011 Ford Transit Connect XLT Premium

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

2011 Ford Transit Connect XLT Premium

Hanover, IN

UnscoredInsufficient · 0
$5,900162,384 mi

Hanover, IN

2005 Dodge Ram 1500 Pickup SLT

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

2005 Dodge Ram 1500 Pickup SLT

Hanover, IN

Unscored
$5,900158,000 mi

Comparison: 20 similar vehicles

Hanover, IN

2005 Lexus ES 330

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

2005 Lexus ES 330

Hanover, IN

Unscored
$5,900177,066 mi

Comparison: 5 similar vehicles

Hanover, IN

2009 Ford Mustang GT Premium

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

2009 Ford Mustang GT Premium

Hanover, IN

UnscoredInsufficient · 0
$6,900118,594 mi

Hanover, IN

1993 Volkswagen Eurovan MV

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

1993 Volkswagen Eurovan MV

Hanover, IN

UnscoredInsufficient · 0
$7,500138,806 mi

Hanover, IN

2016 Ford C-Max SE

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

2016 Ford C-Max SE

Hanover, IN

UnscoredInsufficient · 0
$7,900162,679 mi

Hanover, IN

2009 Chevrolet Avalanche LT2

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

2009 Chevrolet Avalanche LT2

Hanover, IN

UnscoredInsufficient · 0
$7,900179,980 mi

Hanover, IN

2008 Lexus ES 350

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

2008 Lexus ES 350

Hanover, IN

Unscored
$7,900150,058 mi

Comparison: 13 similar vehicles

Hanover, IN

2005 Nissan Titan XE

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

2005 Nissan Titan XE

Hanover, IN

UnscoredInsufficient · 0
$7,900164,441 mi

Hanover, IN

2014 Toyota Corolla S Plus

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

2014 Toyota Corolla S Plus

Hanover, IN

UnscoredInsufficient · 3
$8,900136,406 mi

Comparison: 3 similar vehicles

Hanover, IN

2008 Lexus IS 250

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

2008 Lexus IS 250

Hanover, IN

Unscored
$8,900144,750 mi

Comparison: 5 similar vehicles

Hanover, IN

2018 Ford Focus ST

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

2018 Ford Focus ST

Hanover, IN

UnscoredInsufficient · 4
$9,900131,841 mi

Comparison: 4 similar vehicles

Hanover, IN

2009 GMC Yukon SLT2

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

2009 GMC Yukon SLT2

Hanover, IN

UnscoredInsufficient · 0
$9,900101,749 mi

Hanover, IN

2007 Lexus GX 470

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

2007 Lexus GX 470

Hanover, IN

Unscored
$9,900209,617 mi

Comparison: 5 similar vehicles

Hanover, IN

2011 Toyota Highlander Base

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

2011 Toyota Highlander Base

Hanover, IN

UnscoredInsufficient · 3
$10,900168,609 mi

Comparison: 3 similar vehicles

Hanover, IN

2004 Lexus GX 470

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

2004 Lexus GX 470

Hanover, IN

UnscoredInsufficient · 3
$10,900175,862 mi

Comparison: 3 similar vehicles

Hanover, IN

2018 Honda Odyssey EX-L

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

2018 Honda Odyssey EX-L

Hanover, IN

Unscored
$12,900152,436 mi

Comparison: 147 similar vehicles

Hanover, IN

2017 Ford Explorer Limited

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

2017 Ford Explorer Limited

Hanover, IN

Unscored
$12,900135,667 mi

Comparison: 75 similar vehicles

Hanover, IN

2014 Chrysler 300 Base

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

2014 Chrysler 300 Base

Hanover, IN

OverpricedModerate · 21
$12,900103,798 mi

Market: $7,500 – $12,497

Comparison: 21 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Hanover, IN

2015 Toyota Tundra SR5

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

2015 Toyota Tundra SR5

Hanover, IN

Unscored
$13,900280,027 mi

Comparison: 28 similar vehicles

Hanover, IN

2013 Jeep Wrangler Unlimited Sahara

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

2013 Jeep Wrangler Unlimited Sahara

Hanover, IN

Unscored
$13,900124,000 mi

Comparison: 5 similar vehicles

Hanover, IN

2019 Toyota Camry SE

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

2019 Toyota Camry SE

Hanover, IN

Unscored
$14,900140,969 mi

Comparison: 13 similar vehicles

Hanover, IN

2018 Toyota Camry SE

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

2018 Toyota Camry SE

Hanover, IN

Unscored
$15,900187,156 mi

Comparison: 5 similar vehicles

Hanover, IN

2017 RAM ProMaster Cargo Van Base

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

2017 RAM ProMaster Cargo Van Base

Hanover, IN

UnscoredInsufficient · 0
$15,90043,718 mi

Hanover, IN

2026 Chevrolet Equinox LT

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

2026 Chevrolet Equinox LT

Hanover, IN

Unscored
$16,90010,682 mi

Comparison: 7 similar vehicles

Hanover, IN

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

Hanover, IN

Unscored
$17,900175,055 mi

Comparison: 24 similar vehicles

Hanover, IN

2024 Toyota Corolla LE

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

2024 Toyota Corolla LE

Hanover, IN

UnscoredInsufficient · 3
$18,90029,506 mi

Comparison: 3 similar vehicles

Hanover, IN

2014 Toyota 4Runner SR5

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

2014 Toyota 4Runner SR5

Hanover, IN

Unscored
$20,900179,610 mi

Comparison: 5 similar vehicles

Hanover, IN

2021 Toyota 4Runner SR5

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

2021 Toyota 4Runner SR5

Hanover, IN

Unscored
$22,900162,520 mi

Comparison: 6 similar vehicles

Hanover, IN

2019 Toyota 4Runner SR5 Premium

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

2019 Toyota 4Runner SR5 Premium

Hanover, IN

Unscored
$23,900152,924 mi

Comparison: 11 similar vehicles

Hanover, IN

2023 Jeep Wrangler 4xe Sahara 4XE

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

2023 Jeep Wrangler 4xe Sahara 4XE

Hanover, IN

Fair PriceRobust · 106
$24,90031,999 mi

Market: $23,500 – $31,977

Comparison: 106 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Hanover, IN

2021 Jeep Wrangler Unlimited Sahara 4XE

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

2021 Jeep Wrangler Unlimited Sahara 4XE

Hanover, IN

UnscoredInsufficient · 0
$25,90047,050 mi

Hanover, IN

2013 Ford F-150 Lariat

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

2013 Ford F-150 Lariat

Hanover, IN

OverpricedModerate · 46
$27,90096,645 mi

Market: $5,995 – $21,700

Comparison: 46 similar vehicles

Priced ~29% above the typical market range for similar vehicles (based on current market benchmarks)

Hanover, IN

2020 Jeep Gladiator Mojave

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

2020 Jeep Gladiator Mojave

Hanover, IN

Unscored
$28,900159,711 mi

Comparison: 5 similar vehicles

Hanover, IN

2023 Nissan Frontier PRO-4X

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

2023 Nissan Frontier PRO-4X

Hanover, IN

Unscored
$29,90055,116 mi

Comparison: 7 similar vehicles

Hanover, IN

2021 Ford F-150 Lariat

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

2021 Ford F-150 Lariat

Hanover, IN

Unscored
$29,900165,330 mi

Comparison: 8 similar vehicles

Hanover, IN

2021 GMC Sierra 1500 AT4

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

2021 GMC Sierra 1500 AT4

Hanover, IN

Unscored
$30,900138,824 mi

Comparison: 16 similar vehicles

Hanover, IN

2024 Ford Bronco 4-Door Big Bend

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

2024 Ford Bronco 4-Door Big Bend

Hanover, IN

UnscoredInsufficient · 0
$36,900Mileage not verified

Hanover, IN

2022 Ford Bronco 4-Door Outer Banks

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

2022 Ford Bronco 4-Door Outer Banks

Hanover, IN

OverpricedModerate · 39
$36,90088,047 mi

Market: $32,095 – $36,448

Comparison: 39 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Hanover, IN

2024 Toyota Tacoma SR

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

2024 Toyota Tacoma SR

Hanover, IN

Unscored
$37,90013,796 mi

Comparison: 7 similar vehicles

Hanover, IN

2025 Toyota Tacoma TRD Sport

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

2025 Toyota Tacoma TRD Sport

Hanover, IN

UnscoredInsufficient · 3
$42,90013,184 mi

Comparison: 3 similar vehicles

Hanover, IN

2016 Mercedes-Benz Sprinter Passenger Van Base

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

2016 Mercedes-Benz Sprinter Passenger Van Base

Hanover, IN

UnscoredInsufficient · 4
$49,900185,433 mi

Comparison: 4 similar vehicles

Hanover, IN

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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