Skip to main content
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 1, 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

58 listings found

2011 Mazda MAZDA6 i Touring

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

2011 Mazda MAZDA6 i Touring

Seymour, TN

Unscored
$5,599149,803 mi

Comparison: 6 similar vehicles

Seymour, TN

2007 Honda Civic LX

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

2007 Honda Civic LX

Seymour, TN

Fair PriceLimited · 10
$5,999106,095 mi

Market: $3,900 – $6,999

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Seymour, TN

2016 Mitsubishi Outlander SE

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

2016 Mitsubishi Outlander SE

Seymour, TN

UnscoredInsufficient · 0
$6,500103,947 mi

Seymour, TN

2017 Ford Escape SE

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

2017 Ford Escape SE

Seymour, TN

Unscored
$6,999137,968 mi

Comparison: 5 similar vehicles

Seymour, TN

2006 Honda Civic EX

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

2006 Honda Civic EX

Seymour, TN

Unscored
$7,299135,089 mi

Comparison: 7 similar vehicles

Seymour, TN

2008 Honda Accord EX

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

2008 Honda Accord EX

Seymour, TN

Unscored
$7,499128,843 mi

Comparison: 6 similar vehicles

Seymour, TN

2019 Ford Ecosport Titanium

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

2019 Ford Ecosport Titanium

Seymour, TN

Unscored
$8,000103,596 mi

Comparison: 8 similar vehicles

Seymour, TN

2016 Ford Escape SE

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

2016 Ford Escape SE

Seymour, TN

Unscored
$8,358130,829 mi

Comparison: 5 similar vehicles

Seymour, TN

2011 Mazda CX-9 Touring

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

2011 Mazda CX-9 Touring

Seymour, TN

UnscoredInsufficient · 3
$8,699107,342 mi

Comparison: 3 similar vehicles

Seymour, TN

2009 Honda Civic EX

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

2009 Honda Civic EX

Seymour, TN

Unscored
$8,699100,396 mi

Comparison: 8 similar vehicles

Seymour, TN

2012 Honda Civic LX

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

2012 Honda Civic LX

Seymour, TN

UnscoredInsufficient · 4
$8,79964,436 mi

Comparison: 4 similar vehicles

Seymour, TN

2009 Honda Civic LX

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

2009 Honda Civic LX

Seymour, TN

Fair PriceModerate · 26
$8,89982,665 mi

Market: $3,200 – $10,594

Comparison: 26 similar vehicles

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

Seymour, TN

2015 Kia Optima EX

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

2015 Kia Optima EX

Seymour, TN

UnscoredInsufficient · 0
$8,99958,511 mi

Seymour, TN

2014 Ford Expedition Limited

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

2014 Ford Expedition Limited

Seymour, TN

UnscoredInsufficient · 3
$9,000117,794 mi

Comparison: 3 similar vehicles

Seymour, TN

2013 Ford Expedition King Ranch

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

2013 Ford Expedition King Ranch

Seymour, TN

UnscoredInsufficient · 0
$9,500121,814 mi

Seymour, TN

2013 Kia Optima SX

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

2013 Kia Optima SX

Seymour, TN

Unscored
$9,558122,709 mi

Comparison: 25 similar vehicles

Seymour, TN

2019 Kia Soul +

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

2019 Kia Soul +

Seymour, TN

Fair PriceModerate · 28
$9,999106,687 mi

Market: $6,500 – $15,491

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Seymour, TN

2015 Honda Civic EX-L

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

2015 Honda Civic EX-L

Seymour, TN

UnscoredInsufficient · 0
$9,99936,616 mi

Seymour, TN

2011 Ford Fusion SEL

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

2011 Ford Fusion SEL

Seymour, TN

Unscored
$9,99984,010 mi

Comparison: 8 similar vehicles

Seymour, TN

2011 Subaru Outback I Premium

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

2011 Subaru Outback I Premium

Seymour, TN

OverpricedLimited · 12
$9,99966,742 mi

Market: $4,224 – $7,963

Comparison: 12 similar vehicles

Priced ~26% above the typical market range for similar vehicles (based on current market benchmarks)

Seymour, TN

2011 Honda CR-V SE

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

2011 Honda CR-V SE

Seymour, TN

Unscored
$9,999121,524 mi

Comparison: 33 similar vehicles

Seymour, TN

2012 Honda Odyssey EX-L

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

2012 Honda Odyssey EX-L

Seymour, TN

Fair PriceRobust · 64
$10,499101,032 mi

Market: $3,995 – $29,860

Comparison: 64 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Seymour, TN

2011 Honda CR-V SE

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

2011 Honda CR-V SE

Seymour, TN

Fair PriceModerate · 33
$10,499105,834 mi

Market: $5,696 – $13,995

Comparison: 33 similar vehicles

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

Seymour, TN

2016 BMW 5 Series 528i

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

2016 BMW 5 Series 528i

Seymour, TN

Unscored
$10,558128,103 mi

Comparison: 43 similar vehicles

Seymour, TN

2013 GMC Yukon XL Denali

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

2013 GMC Yukon XL Denali

Seymour, TN

Unscored
$10,558171,452 mi

Comparison: 9 similar vehicles

Seymour, TN

2008 Honda Civic EX-L

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

2008 Honda Civic EX-L

Seymour, TN

UnscoredInsufficient · 0
$10,59956,960 mi

Seymour, TN

2008 Lexus RX 350

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

2008 Lexus RX 350

Seymour, TN

UnscoredInsufficient · 3
$10,999101,037 mi

Comparison: 3 similar vehicles

Seymour, TN

2008 Toyota Highlander Base

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

2008 Toyota Highlander Base

Seymour, TN

Fair PriceLimited · 16
$11,299111,188 mi

Market: $2,995 – $13,580

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Seymour, TN

2011 Toyota Sienna LE

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

2011 Toyota Sienna LE

Seymour, TN

Unscored
$11,500127,226 mi

Comparison: 24 similar vehicles

Seymour, TN

2012 Honda Pilot EX-L

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

2012 Honda Pilot EX-L

Seymour, TN

Fair PriceRobust · 77
$11,899106,039 mi

Market: $5,000 – $16,990

Comparison: 77 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Seymour, TN

2020 Chevrolet Malibu 1LT

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

2020 Chevrolet Malibu 1LT

Seymour, TN

Fair PriceRobust · 181
$12,282108,806 mi

Market: $4,900 – $16,995

Comparison: 181 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Seymour, TN

2016 Volkswagen Passat SEL Premium

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

2016 Volkswagen Passat SEL Premium

Seymour, TN

UnscoredInsufficient · 0
$12,43895,809 mi

Seymour, TN

2012 Toyota Camry SE

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

2012 Toyota Camry SE

Seymour, TN

Fair PriceRobust · 103
$12,497103,375 mi

Market: $4,995 – $15,995

Comparison: 103 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 262 days listed (based on current market benchmarks)

Seymour, TN

2018 Audi A3 Sedan Premium

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

2018 Audi A3 Sedan Premium

Seymour, TN

Unscored
$12,558121,761 mi

Comparison: 21 similar vehicles

Seymour, TN

2011 Toyota Sienna Limited

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

2011 Toyota Sienna Limited

Seymour, TN

Unscored
$12,899120,453 mi

Comparison: 5 similar vehicles

Seymour, TN

2015 Honda Pilot EX-L

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

2015 Honda Pilot EX-L

Seymour, TN

Fair PriceModerate · 32
$12,99998,223 mi

Market: $5,995 – $18,998

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Seymour, TN

2014 Toyota Sienna LE

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

2014 Toyota Sienna LE

Seymour, TN

Fair PriceModerate · 34
$13,999107,360 mi

Market: $6,783 – $19,860

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Seymour, TN

2012 Toyota Camry SE

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

2012 Toyota Camry SE

Seymour, TN

Fair PriceRobust · 103
$13,99967,117 mi

Market: $4,995 – $15,995

Comparison: 103 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 289 days listed (based on current market benchmarks)

Seymour, TN

2013 Toyota Sienna XLE

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

2013 Toyota Sienna XLE

Seymour, TN

UnscoredInsufficient · 4
$14,89993,165 mi

Comparison: 4 similar vehicles

Seymour, TN

2021 RAM ProMaster Cargo Van Base

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

2021 RAM ProMaster Cargo Van Base

Seymour, TN

Unscored
$15,00076,800 mi

Comparison: 6 similar vehicles

Seymour, TN

2020 RAM ProMaster Cargo Van Base

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

2020 RAM ProMaster Cargo Van Base

Seymour, TN

UnscoredInsufficient · 0
$16,00059,230 mi

Seymour, TN

2012 Jeep Wrangler Unlimited Sport

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

2012 Jeep Wrangler Unlimited Sport

Seymour, TN

Unscored
$16,08883,382 mi

Comparison: 5 similar vehicles

Seymour, TN

2014 Ford F-150 XLT

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

2014 Ford F-150 XLT

Seymour, TN

Fair PriceLimited · 15
$16,558116,495 mi

Market: $9,850 – $25,981

Comparison: 15 similar vehicles

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

Seymour, TN

2021 Hyundai Tucson Ultimate

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

2021 Hyundai Tucson Ultimate

Seymour, TN

Fair PriceModerate · 23
$17,55884,630 mi

Market: $15,995 – $20,836

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Seymour, TN

2020 Nissan Armada Platinum

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

2020 Nissan Armada Platinum

Seymour, TN

Unscored
$17,558164,018 mi

Comparison: 39 similar vehicles

Seymour, TN

2017 Subaru WRX Limited

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

2017 Subaru WRX Limited

Seymour, TN

Unscored
$17,55867,413 mi

Comparison: 6 similar vehicles

Seymour, TN

2022 Chrysler Pacifica Touring L

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

2022 Chrysler Pacifica Touring L

Seymour, TN

Unscored
$17,888110,123 mi

Comparison: 5 similar vehicles

Seymour, TN

2016 Ford F-150 Lariat

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

2016 Ford F-150 Lariat

Seymour, TN

Unscored
$17,958152,442 mi

Comparison: 98 similar vehicles

Seymour, TN

2021 RAM ProMaster Cargo Van Base

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

2021 RAM ProMaster Cargo Van Base

Seymour, TN

Unscored
$18,50050,913 mi

Comparison: 7 similar vehicles

Seymour, TN

2021 Kia K5 GT-Line

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

2021 Kia K5 GT-Line

Seymour, TN

Fair PriceLimited · 12
$18,55872,821 mi

Market: $17,450 – $22,686

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Seymour, TN

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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.