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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 · October 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

438 listings found

2017 Nissan LEAF SV

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

2017 Nissan LEAF SV

Nashville, TN

UnscoredInsufficient · 0
$4,65063,650 mi

Nashville, TN

2014 Nissan LEAF S

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

2014 Nissan LEAF S

Lyles, TN

UnscoredInsufficient · 0
$6,50086,135 mi

Lyles, TN

2016 Nissan LEAF S

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

2016 Nissan LEAF S

Lyles, TN

UnscoredInsufficient · 0
$6,90081,952 mi

Lyles, TN

2020 Chevrolet Bolt EV LT

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

2020 Chevrolet Bolt EV LT

Lawrenceburg, TN

UnscoredInsufficient · 0
$9,995144,106 mi

Lawrenceburg, TN

2015 Tesla Model S

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

2015 Tesla Model S

Murfreesboro, TN

UnscoredInsufficient · 0
$11,995111,343 mi

Murfreesboro, TN

2013 Tesla Model S

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

2013 Tesla Model S

Nashville, TN

UnscoredInsufficient · 4
$11,997130,715 mi

Comparison: 4 similar vehicles

Nashville, TN

2020 Chevrolet Bolt EV LT

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

2020 Chevrolet Bolt EV LT

Franklin, TN

UnscoredInsufficient · 0
$14,00050,943 mi

Franklin, TN

2023 Nissan Leaf S

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

2023 Nissan Leaf S

Tullahoma, TN

UnscoredInsufficient · 0
$15,35822,189 mi

Tullahoma, TN

2018 Tesla Model 3 Base

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

2018 Tesla Model 3 Base

Bell Buckle, TN

UnscoredInsufficient · 0
$16,50066,836 mi

Bell Buckle, TN

2020 Nissan Leaf SL Plus

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

2020 Nissan Leaf SL Plus

Brentwood, TN

UnscoredInsufficient · 0
$16,55222,833 mi

Brentwood, TN

2023 Tesla Model 3 Base

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

2023 Tesla Model 3 Base

Nashville, TN

UnscoredInsufficient · 3
$16,995162,174 mi

Comparison: 3 similar vehicles

Nashville, TN

2023 Chevrolet Bolt EUV LT

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

2023 Chevrolet Bolt EUV LT

Fayetteville, TN

Great DealLimited · 14
$17,60052,753 mi

Market: $23,250 – $23,400

Comparison: 14 similar vehicles

Competitively priced ~24% below the typical range compared to similar vehicles · 52 days listed (based on current market benchmarks)

Fayetteville, TN

2020 Tesla Model Y Performance

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

2020 Tesla Model Y Performance

Pulaski, TN

UnscoredInsufficient · 3
$17,779151,695 mi

Comparison: 3 similar vehicles

Pulaski, TN

2023 Fisker Ocean One

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

2023 Fisker Ocean One

Murfreesboro, TN

UnscoredInsufficient · 0
$17,99926,500 mi

Murfreesboro, TN

2015 Tesla Model S 60

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

2015 Tesla Model S 60

Nashville, TN

UnscoredInsufficient · 0
$18,298Mileage not verified

Nashville, TN

2020 Tesla Model 3 Base

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

2020 Tesla Model 3 Base

Nashville, TN

Fair PriceLimited · 18
$18,997113,675 mi

Market: $18,899 – $25,543

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Nashville, TN

2023 Tesla Model 3 Base

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

2023 Tesla Model 3 Base

Franklin, TN

UnscoredInsufficient · 4
$19,000114,705 mi

Comparison: 4 similar vehicles

Franklin, TN

2016 Tesla Model S 85D

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

2016 Tesla Model S 85D

Hazel Green, AL

UnscoredInsufficient · 0
$19,000100,000 mi

Hazel Green, AL

2019 Audi e-tron Premium Plus

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

2019 Audi e-tron Premium Plus

Smyrna, TN

UnscoredInsufficient · 0
$19,35051,185 mi

Smyrna, TN

2018 Tesla Model 3 Long Range Dual Motor

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

2018 Tesla Model 3 Long Range Dual Motor

Brentwood, TN

Fair PriceLimited · 16
$19,500114,612 mi

Market: $14,499 – $24,983

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Brentwood, TN

2023 Nissan Ariya Engage

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

2023 Nissan Ariya Engage

Tullahoma, TN

Salvage title
$19,99523,914 mi

Tullahoma, TN

2023 Audi e-tron Premium Plus

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

2023 Audi e-tron Premium Plus

Centerville, TN

UnscoredInsufficient · 0
$19,995133,000 mi

Centerville, TN

2013 Tesla Model S

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

2013 Tesla Model S

Nashville, TN

UnscoredInsufficient · 0
$19,99528,259 mi

Nashville, TN

2013 Tesla Model S

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

2013 Tesla Model S

Nashville, TN

UnscoredLimited · 5
$19,99581,905 mi

Comparison: 5 similar vehicles

Nashville, TN

2021 Tesla Model Y Performance

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

2021 Tesla Model Y Performance

Nashville, TN

UnscoredInsufficient · 3
$19,997166,385 mi

Comparison: 3 similar vehicles

Nashville, TN

2021 Nissan Leaf SV

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

2021 Nissan Leaf SV

Franklin, TN

UnscoredInsufficient · 0
$20,31746,133 mi

Franklin, TN

2023 Chevrolet Bolt EUV Premier

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

2023 Chevrolet Bolt EUV Premier

Fayetteville, TN

UnscoredInsufficient · 0
$20,62454,404 mi

Fayetteville, TN

2018 Tesla Model 3 Long Range

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

2018 Tesla Model 3 Long Range

Brentwood, TN

UnscoredInsufficient · 4
$20,79084,799 mi

Comparison: 4 similar vehicles

Brentwood, TN

2022 Mercedes-Benz EQB Base

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

2022 Mercedes-Benz EQB Base

Smyrna, TN

UnscoredInsufficient · 0
$20,99554,941 mi

Smyrna, TN

2023 Volkswagen ID.4 PRO

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

2023 Volkswagen ID.4 PRO

Brentwood, TN

UnscoredInsufficient · 3
$21,22425,752 mi

Comparison: 3 similar vehicles

Brentwood, TN

2022 Tesla Model 3 Base

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

2022 Tesla Model 3 Base

Brentwood, TN

Fair PriceLimited · 10
$21,500101,894 mi

Market: $13,300 – $26,088

Comparison: 10 similar vehicles

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

Brentwood, TN

2023 Volkswagen ID.4 PRO S

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

2023 Volkswagen ID.4 PRO S

Brentwood, TN

UnscoredLimited · 7
$21,59244,822 mi

Comparison: 7 similar vehicles

Brentwood, TN

2023 Volkswagen ID.4 S

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

2023 Volkswagen ID.4 S

Brentwood, TN

UnscoredInsufficient · 3
$21,78214,084 mi

Comparison: 3 similar vehicles

Brentwood, TN

2021 Tesla Model Y Standard Range

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

2021 Tesla Model Y Standard Range

Brentwood, TN

UnscoredInsufficient · 0
$21,898120,032 mi

Brentwood, TN

2023 Polestar 2 Plus

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

2023 Polestar 2 Plus

Nashville, TN

UnscoredInsufficient · 0
$21,90037,035 mi

Nashville, TN

2019 Tesla Model 3 Base

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

2019 Tesla Model 3 Base

Brentwood, TN

UnscoredLimited · 9
$21,90073,406 mi

Comparison: 9 similar vehicles

Brentwood, TN

2018 Tesla Model 3 Long Range Dual Motor

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

2018 Tesla Model 3 Long Range Dual Motor

Brentwood, TN

Fair PriceLimited · 16
$21,99968,252 mi

Market: $14,499 – $24,983

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Brentwood, TN

2022 Kia EV6 Wind

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

2022 Kia EV6 Wind

Franklin, TN

UnscoredInsufficient · 4
$22,00063,009 mi

Comparison: 4 similar vehicles

Franklin, TN

2019 Tesla Model 3 Long Range

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

2019 Tesla Model 3 Long Range

Madison, AL

Fair PriceModerate · 28
$22,00075,393 mi

Market: $17,999 – $28,177

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Madison, AL

2021 Tesla Model 3 Base

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

2021 Tesla Model 3 Base

Franklin, TN

UnscoredLimited · 6
$22,20089,923 mi

Comparison: 6 similar vehicles

Franklin, TN

2018 Tesla Model 3 Long Range Dual Motor

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

2018 Tesla Model 3 Long Range Dual Motor

Columbia, TN

UnscoredInsufficient · 0
$22,50039,723 mi

Columbia, TN

2021 Tesla Model 3 Base

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

2021 Tesla Model 3 Base

Brentwood, TN

UnscoredLimited · 6
$22,55077,316 mi

Comparison: 6 similar vehicles

Brentwood, TN

2020 Tesla Model 3 Base

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

2020 Tesla Model 3 Base

Nashville, TN

Fair PriceLimited · 11
$22,67551,214 mi

Market: $22,823 – $25,998

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 21 days listed (based on current market benchmarks)

Nashville, TN

2022 Ford Mustang Mach-E Select RWD

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

2022 Ford Mustang Mach-E Select RWD

Murfreesboro, TN

UnscoredInsufficient · 0
$22,87062,202 mi

Murfreesboro, 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

Brentwood, TN

UnscoredInsufficient · 0
$22,90052,772 mi

Brentwood, TN

2023 Nissan Ariya Evolve+

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

2023 Nissan Ariya Evolve+

Franklin, TN

UnscoredLimited · 9
$23,00035,941 mi

Comparison: 9 similar vehicles

Franklin, TN

2021 Tesla Model Y Long Range

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

2021 Tesla Model Y Long Range

Shelbyville, TN

UnscoredLimited · 10
$23,211136,731 mi

Comparison: 10 similar vehicles

Shelbyville, TN

2020 Tesla Model 3 Base

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

2020 Tesla Model 3 Base

Columbia, TN

Fair PriceLimited · 10
$23,32082,871 mi

Market: $18,997 – $25,543

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Columbia, TN

2023 Volkswagen ID.4 PRO S

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

2023 Volkswagen ID.4 PRO S

Brentwood, TN

Fair PriceLimited · 13
$23,48731,011 mi

Market: $20,293 – $24,177

Comparison: 13 similar vehicles

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

Brentwood, TN

2023 Kia EV6 Wind

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

2023 Kia EV6 Wind

Franklin, TN

UnscoredInsufficient · 0
$23,50032,528 mi

Franklin, 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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