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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 11, 2026

7.3M+

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

66 listings found

2013 Hyundai Elantra Coupe SE

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

2013 Hyundai Elantra Coupe SE

Bell Buckle, TN

UnscoredInsufficient · 0
$4,900104,300 mi

Bell Buckle, TN

1999 Ford F-250 XL

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

1999 Ford F-250 XL

Bell Buckle, TN

UnscoredInsufficient · 0
$6,599196,829 mi

Bell Buckle, TN

2014 Ford Taurus Limited

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

2014 Ford Taurus Limited

Bell Buckle, TN

Unscored
$6,99984,312 mi

Comparison: 5 similar vehicles

Bell Buckle, TN

2016 Subaru Impreza Base

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

2016 Subaru Impreza Base

Bell Buckle, TN

Salvage title
$7,59971,790 mi

Bell Buckle, TN

2017 Subaru Impreza Limited

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

2017 Subaru Impreza Limited

Bell Buckle, TN

UnscoredInsufficient · 0
$8,450110,025 mi

Bell Buckle, TN

2018 Nissan Rogue SV

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

2018 Nissan Rogue SV

Bell Buckle, TN

Fair PriceLimited · 12
$8,50098,302 mi

Market: $6,900 – $17,495

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Bell Buckle, TN

2020 Kia Soul LX

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

2020 Kia Soul LX

Bell Buckle, TN

Salvage title
$8,59975,751 mi

Bell Buckle, TN

2015 Jeep Grand Cherokee Laredo E

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

2015 Jeep Grand Cherokee Laredo E

Bell Buckle, TN

Salvage title
$8,99987,810 mi

Bell Buckle, TN

2015 Cadillac SRX Standard

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

2015 Cadillac SRX Standard

Bell Buckle, TN

UnscoredInsufficient · 0
$9,29954,316 mi

Bell Buckle, TN

2017 Volkswagen Passat S

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

2017 Volkswagen Passat S

Bell Buckle, TN

Fair PriceLimited · 11
$9,45083,567 mi

Market: $7,500 – $11,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 104 days listed (based on current market benchmarks)

Bell Buckle, TN

2015 Subaru Outback Premium

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

2015 Subaru Outback Premium

Bell Buckle, TN

Fair PriceLimited · 13
$9,99991,844 mi

Market: $6,400 – $16,990

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 110 days listed (based on current market benchmarks)

Bell Buckle, TN

2012 INFINITI G Sedan 37x

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

2012 INFINITI G Sedan 37x

Bell Buckle, TN

Fair PriceLimited · 12
$10,45069,637 mi

Market: $5,702 – $16,000

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Bell Buckle, TN

2015 Subaru Forester i Premium

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

2015 Subaru Forester i Premium

Bell Buckle, TN

Salvage title
$10,59959,809 mi

Bell Buckle, TN

2018 Nissan Pathfinder SL

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

2018 Nissan Pathfinder SL

Bell Buckle, TN

Salvage title
$10,99974,534 mi

Bell Buckle, TN

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

Bell Buckle, TN

Salvage title
$10,99971,799 mi

Bell Buckle, TN

2016 Subaru Legacy 2.5i Premium

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

2016 Subaru Legacy 2.5i Premium

Bell Buckle, TN

Unscored
$10,99970,094 mi

Comparison: 7 similar vehicles

Bell Buckle, TN

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Bell Buckle, TN

Salvage title
$11,59956,525 mi

Bell Buckle, TN

2016 Jeep Grand Cherokee Limited

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

2016 Jeep Grand Cherokee Limited

Bell Buckle, TN

Salvage title
$11,59980,698 mi

Bell Buckle, TN

2020 Nissan Altima SR

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

2020 Nissan Altima SR

Bell Buckle, TN

Fair PriceLimited · 17
$11,79075,351 mi

Market: $7,495 – $19,798

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Bell Buckle, TN

2012 Ford F-150 XLT

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

2012 Ford F-150 XLT

Bell Buckle, TN

UnscoredInsufficient · 4
$11,90092,521 mi

Comparison: 4 similar vehicles

Bell Buckle, TN

2016 Subaru Impreza Sport Premium

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

2016 Subaru Impreza Sport Premium

Bell Buckle, TN

UnscoredInsufficient · 0
$11,99943,710 mi

Bell Buckle, TN

2022 Nissan Altima SV

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

2022 Nissan Altima SV

Bell Buckle, TN

Unscored
$12,90070,676 mi

Comparison: 6 similar vehicles

Bell Buckle, TN

2017 Honda Odyssey EX-L

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

2017 Honda Odyssey EX-L

Bell Buckle, TN

Unscored
$13,39980,478 mi

Comparison: 9 similar vehicles

Bell Buckle, TN

2017 Toyota Camry LE

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

2017 Toyota Camry LE

Bell Buckle, TN

UnscoredInsufficient · 3
$13,59945,365 mi

Comparison: 3 similar vehicles

Bell Buckle, TN

2016 Nissan Frontier Desert Runner

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

2016 Nissan Frontier Desert Runner

Bell Buckle, TN

Unscored
$13,59973,234 mi

Comparison: 6 similar vehicles

Bell Buckle, TN

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

Bell Buckle, TN

Unscored
$13,59966,184 mi

Comparison: 5 similar vehicles

Bell Buckle, TN

2015 Cadillac SRX Premium Collection

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

2015 Cadillac SRX Premium Collection

Bell Buckle, TN

UnscoredInsufficient · 0
$13,59956,286 mi

Bell Buckle, TN

2016 Acura MDX Technology & Entertainment Package

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

2016 Acura MDX Technology & Entertainment Package

Bell Buckle, TN

UnscoredInsufficient · 3
$13,90081,983 mi

Comparison: 3 similar vehicles

Bell Buckle, TN

2015 Mercedes-Benz S-Class S550

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

2015 Mercedes-Benz S-Class S550

Bell Buckle, TN

Fair PriceModerate · 36
$13,90088,910 mi

Market: $12,000 – $40,000

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Bell Buckle, TN

2020 Nissan Maxima S

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

2020 Nissan Maxima S

Bell Buckle, TN

UnscoredInsufficient · 4
$13,99978,911 mi

Comparison: 4 similar vehicles

Bell Buckle, TN

2018 Subaru Impreza Limited

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

2018 Subaru Impreza Limited

Bell Buckle, TN

UnscoredInsufficient · 0
$13,99941,140 mi

Bell Buckle, TN

2017 Subaru Outback Limited

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

2017 Subaru Outback Limited

Bell Buckle, TN

Unscored
$13,99963,947 mi

Comparison: 8 similar vehicles

Bell Buckle, TN

2020 Honda Odyssey EX

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

2020 Honda Odyssey EX

Bell Buckle, TN

Great DealLimited · 11
$14,50075,532 mi

Market: $15,290 – $24,577

Comparison: 11 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 145 days listed (based on current market benchmarks)

Bell Buckle, TN

2018 Chrysler 300 Limited

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

2018 Chrysler 300 Limited

Bell Buckle, TN

UnscoredInsufficient · 0
$14,59952,390 mi

Bell Buckle, TN

2017 Subaru WRX Base

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

2017 Subaru WRX Base

Bell Buckle, TN

Unscored
$14,59972,400 mi

Comparison: 5 similar vehicles

Bell Buckle, TN

2015 Maserati Ghibli Base

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

2015 Maserati Ghibli Base

Bell Buckle, TN

Unscored
$14,59977,755 mi

Comparison: 5 similar vehicles

Bell Buckle, TN

2019 Tesla Model 3 Mid Range

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

2019 Tesla Model 3 Mid Range

Bell Buckle, TN

Unscored
$14,90072,663 mi

Comparison: 7 similar vehicles

Bell Buckle, TN

2019 Subaru Forester Premium

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

2019 Subaru Forester Premium

Bell Buckle, TN

UnscoredInsufficient · 0
$14,99950,816 mi

Bell Buckle, TN

2019 Subaru Forester Limited

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

2019 Subaru Forester Limited

Bell Buckle, TN

Unscored
$14,99965,967 mi

Comparison: 8 similar vehicles

Bell Buckle, TN

2014 Audi S6 Prestige

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

2014 Audi S6 Prestige

Bell Buckle, TN

UnscoredInsufficient · 0
$15,59954,437 mi

Bell Buckle, TN

2022 Ford Bronco Sport Big Bend

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

2022 Ford Bronco Sport Big Bend

Bell Buckle, TN

Great DealModerate · 39
$15,90053,287 mi

Market: $18,500 – $26,786

Comparison: 39 similar vehicles

Competitively priced ~14% below the typical range compared to similar vehicles · 33 days listed (based on current market benchmarks)

Bell Buckle, TN

2019 Honda CR-V EX

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

2019 Honda CR-V EX

Bell Buckle, TN

Fair PriceLimited · 12
$15,90065,160 mi

Market: $15,787 – $21,080

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Bell Buckle, TN

2023 Ford Bronco Sport Big Bend

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

2023 Ford Bronco Sport Big Bend

Bell Buckle, TN

Salvage title
$15,99951,463 mi

Bell Buckle, TN

2017 Nissan Frontier SV

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

2017 Nissan Frontier SV

Bell Buckle, TN

Unscored
$15,99974,933 mi

Comparison: 5 similar vehicles

Bell Buckle, TN

2017 Chrysler Pacifica Touring-L Plus

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

2017 Chrysler Pacifica Touring-L Plus

Bell Buckle, TN

Salvage title
$15,99958,123 mi

Bell Buckle, TN

2017 Subaru Outback Touring

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

2017 Subaru Outback Touring

Bell Buckle, TN

Unscored
$15,99968,527 mi

Comparison: 9 similar vehicles

Bell Buckle, TN

2019 Subaru Forester Limited

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

2019 Subaru Forester Limited

Bell Buckle, TN

UnscoredInsufficient · 0
$16,59954,390 mi

Bell Buckle, TN

2024 Subaru Outback Premium

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

2024 Subaru Outback Premium

Bell Buckle, TN

Salvage title
$17,39915,446 mi

Bell Buckle, TN

2023 Hyundai Santa Cruz SEL

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

2023 Hyundai Santa Cruz SEL

Bell Buckle, TN

Salvage title
$17,59933,964 mi

Bell Buckle, TN

2021 Nissan Titan SV

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

2021 Nissan Titan SV

Bell Buckle, TN

Salvage title
$17,59975,820 mi

Bell Buckle, TN

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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