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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 3, 2026

6.8M+

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

50 listings found

1997 Mercury Grand Marquis

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

1997 Mercury Grand Marquis

Erwin, TN

UnscoredInsufficient · 0
$2,995156,154 mi

Erwin, TN

2005 Ford Explorer XLT

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

2005 Ford Explorer XLT

Erwin, TN

UnscoredInsufficient · 3
$3,495211,205 mi

Comparison: 3 similar vehicles

Erwin, TN

2007 Honda Pilot EX

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

2007 Honda Pilot EX

Erwin, TN

Unscored
$3,988275,994 mi

Comparison: 14 similar vehicles

Erwin, TN

2005 Hyundai Santa Fe GLS

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

2005 Hyundai Santa Fe GLS

Erwin, TN

UnscoredInsufficient · 0
$3,988163,675 mi

Erwin, TN

2001 Nissan Xterra XE

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

2001 Nissan Xterra XE

Erwin, TN

UnscoredInsufficient · 0
$4,475141,708 mi

Erwin, TN

2007 Cadillac DTS Performance

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

2007 Cadillac DTS Performance

Erwin, TN

UnscoredInsufficient · 0
$4,988152,664 mi

Erwin, TN

2007 Mercedes-Benz E-Class E320 BLUETEC

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

2007 Mercedes-Benz E-Class E320 BLUETEC

Erwin, TN

UnscoredInsufficient · 0
$5,550163,670 mi

Erwin, TN

2014 Jeep Compass Sport

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

2014 Jeep Compass Sport

Erwin, TN

Unscored
$5,900168,695 mi

Comparison: 36 similar vehicles

Erwin, TN

2014 Jeep Compass Latitude

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

2014 Jeep Compass Latitude

Erwin, TN

UnscoredInsufficient · 3
$5,900146,890 mi

Comparison: 3 similar vehicles

Erwin, TN

2009 Nissan Titan XE

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

2009 Nissan Titan XE

Erwin, TN

UnscoredInsufficient · 0
$5,988256,088 mi

Erwin, TN

1999 Dodge Ram Pickup ST

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

1999 Dodge Ram Pickup ST

Erwin, TN

UnscoredInsufficient · 4
$6,500241,867 mi

Comparison: 4 similar vehicles

Erwin, TN

2012 Jeep Patriot Latitude

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

2012 Jeep Patriot Latitude

Erwin, TN

Unscored
$6,900125,469 mi

Comparison: 23 similar vehicles

Erwin, TN

2015 Ford Explorer Sport

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

2015 Ford Explorer Sport

Erwin, TN

Unscored
$7,900182,231 mi

Comparison: 26 similar vehicles

Erwin, TN

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Erwin, TN

UnscoredInsufficient · 3
$7,900147,228 mi

Comparison: 3 similar vehicles

Erwin, TN

2012 Chevrolet Equinox 2LT

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

2012 Chevrolet Equinox 2LT

Erwin, TN

UnscoredInsufficient · 0
$7,900140,945 mi

Erwin, TN

2018 Jeep Cherokee Latitude Plus

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

2018 Jeep Cherokee Latitude Plus

Erwin, TN

Unscored
$8,900155,015 mi

Comparison: 6 similar vehicles

Erwin, TN

2017 Jeep Patriot High Altitude Edition

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

2017 Jeep Patriot High Altitude Edition

Erwin, TN

UnscoredInsufficient · 3
$8,900136,845 mi

Comparison: 3 similar vehicles

Erwin, TN

2017 Chevrolet Traverse Premier

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

2017 Chevrolet Traverse Premier

Erwin, TN

Unscored
$8,900162,204 mi

Comparison: 7 similar vehicles

Erwin, TN

2016 Ford Edge SEL

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

2016 Ford Edge SEL

Erwin, TN

Unscored
$8,900128,097 mi

Comparison: 53 similar vehicles

Erwin, TN

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Erwin, TN

Unscored
$8,900131,254 mi

Comparison: 81 similar vehicles

Erwin, TN

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

Erwin, TN

UnscoredInsufficient · 3
$8,900218,660 mi

Comparison: 3 similar vehicles

Erwin, TN

2020 Chevrolet Silverado 1500 Work Truck

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

2020 Chevrolet Silverado 1500 Work Truck

Erwin, TN

UnscoredInsufficient · 3
$9,900209,362 mi

Comparison: 3 similar vehicles

Erwin, TN

2019 Jeep Cherokee Latitude

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

2019 Jeep Cherokee Latitude

Erwin, TN

Fair PriceRobust · 136
$9,90085,396 mi

Market: $5,322 – $14,998

Comparison: 136 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Erwin, TN

2017 GMC Terrain SLE-1

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

2017 GMC Terrain SLE-1

Erwin, TN

Fair PriceRobust · 62
$9,900112,494 mi

Market: $4,400 – $14,990

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Erwin, TN

2012 Chevrolet Colorado 2LT

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

2012 Chevrolet Colorado 2LT

Erwin, TN

UnscoredInsufficient · 3
$11,900173,027 mi

Comparison: 3 similar vehicles

Erwin, TN

2017 Honda CR-V EX-L

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

2017 Honda CR-V EX-L

Erwin, TN

UnscoredInsufficient · 4
$12,900154,881 mi

Comparison: 4 similar vehicles

Erwin, TN

2016 Jeep Wrangler Unlimited Sport

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

2016 Jeep Wrangler Unlimited Sport

Erwin, TN

UnscoredInsufficient · 3
$12,900129,451 mi

Comparison: 3 similar vehicles

Erwin, TN

2021 Hyundai Santa Fe SEL

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

2021 Hyundai Santa Fe SEL

Erwin, TN

Fair PriceRobust · 141
$13,900110,587 mi

Market: $12,000 – $21,168

Comparison: 141 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 91 days listed (based on current market benchmarks)

Erwin, TN

2013 RAM 1500 Pickup SLT

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

2013 RAM 1500 Pickup SLT

Erwin, TN

Unscored
$13,900131,832 mi

Comparison: 56 similar vehicles

Erwin, TN

2020 Nissan Rogue SV

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

2020 Nissan Rogue SV

Erwin, TN

Fair PriceRobust · 150
$14,90065,130 mi

Market: $7,500 – $23,999

Comparison: 150 similar vehicles

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

Erwin, TN

2018 Chevrolet Silverado 1500 LT

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

2018 Chevrolet Silverado 1500 LT

Erwin, TN

UnscoredInsufficient · 3
$15,900187,310 mi

Comparison: 3 similar vehicles

Erwin, TN

2017 Jeep Wrangler Unlimited Sport S

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

2017 Jeep Wrangler Unlimited Sport S

Erwin, TN

Unscored
$17,900123,415 mi

Comparison: 7 similar vehicles

Erwin, TN

2016 Jeep Wrangler Unlimited Sport S

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

2016 Jeep Wrangler Unlimited Sport S

Erwin, TN

OverpricedLimited · 12
$17,900106,554 mi

Market: $11,899 – $17,890

Comparison: 12 similar vehicles

Erwin, TN

2019 Honda Passport EX-L

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

2019 Honda Passport EX-L

Erwin, TN

UnscoredInsufficient · 3
$19,900114,808 mi

Comparison: 3 similar vehicles

Erwin, TN

2018 RAM 1500 Pickup Big Horn

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

2018 RAM 1500 Pickup Big Horn

Erwin, TN

Unscored
$19,900105,568 mi

Comparison: 5 similar vehicles

Erwin, TN

2018 Jeep All-New Wrangler Unlimited Sahara

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

2018 Jeep All-New Wrangler Unlimited Sahara

Erwin, TN

Unscored
$21,90063,709 mi

Comparison: 6 similar vehicles

Erwin, TN

2017 Toyota 4Runner SR5

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

2017 Toyota 4Runner SR5

Erwin, TN

Unscored
$22,900173,336 mi

Comparison: 144 similar vehicles

Erwin, TN

2025 Ford Escape Active

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

2025 Ford Escape Active

Erwin, TN

Fair PriceRobust · 79
$26,9002,895 mi

Market: $21,915 – $27,445

Comparison: 79 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

Erwin, TN

2022 Jeep Gladiator WILLYS SPORT

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

2022 Jeep Gladiator WILLYS SPORT

Erwin, TN

Unscored
$26,90086,888 mi

Comparison: 7 similar vehicles

Erwin, TN

2017 Ford F-250 Super Duty XLT

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

2017 Ford F-250 Super Duty XLT

Erwin, TN

Unscored
$32,900127,507 mi

Comparison: 43 similar vehicles

Erwin, TN

2023 Honda Odyssey Touring

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

2023 Honda Odyssey Touring

Erwin, TN

UnscoredInsufficient · 3
$33,90077,280 mi

Comparison: 3 similar vehicles

Erwin, TN

2022 RAM 2500 Pickup Tradesman

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

2022 RAM 2500 Pickup Tradesman

Erwin, TN

Fair PriceModerate · 34
$34,90052,570 mi

Market: $33,398 – $40,298

Comparison: 34 similar vehicles

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

Erwin, TN

2020 Chevrolet Tahoe Premier

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

2020 Chevrolet Tahoe Premier

Erwin, TN

UnscoredInsufficient · 4
$34,90091,886 mi

Comparison: 4 similar vehicles

Erwin, TN

2025 Honda Ridgeline RTL

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

2025 Honda Ridgeline RTL

Erwin, TN

Fair PriceRobust · 75
$36,90012,457 mi

Market: $33,933 – $37,900

Comparison: 75 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Erwin, TN

2024 Toyota Highlander LE

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

2024 Toyota Highlander LE

Erwin, TN

OverpricedModerate · 31
$36,90081,381 mi

Market: $30,503 – $31,399

Comparison: 31 similar vehicles

Priced ~18% above the typical market range for similar vehicles (based on current market benchmarks)

Erwin, TN

2021 Chevrolet Silverado 3500HD Work Truck

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

2021 Chevrolet Silverado 3500HD Work Truck

Erwin, TN

Fair PriceLimited · 11
$36,900109,937 mi

Market: $24,950 – $47,893

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Erwin, TN

2021 GMC Sierra 1500 Elevation

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

2021 GMC Sierra 1500 Elevation

Erwin, TN

Unscored
$36,90067,569 mi

Comparison: 8 similar vehicles

Erwin, TN

2024 GENESIS GV80 Standard

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

2024 GENESIS GV80 Standard

Erwin, TN

Unscored
$38,900156,795 mi

Comparison: 87 similar vehicles

Erwin, TN

2022 Ford F-150 Lariat

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

2022 Ford F-150 Lariat

Erwin, TN

UnscoredInsufficient · 3
$39,90057,985 mi

Comparison: 3 similar vehicles

Erwin, TN

2023 Chevrolet Silverado 2500HD LT

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

2023 Chevrolet Silverado 2500HD LT

Erwin, TN

OverpricedLimited · 10
$49,90045,783 mi

Market: $44,993 – $45,592

Comparison: 10 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Erwin, 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

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