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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 19, 2026

6M+

Unique vehicles analyzed

as of October 18, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

375 listings found

2012 Nissan LEAF SL

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

2012 Nissan LEAF SL

Saranac Lake, NY

UnscoredInsufficient · 0
$6,99542,743 mi

Saranac Lake, NY

2015 Nissan LEAF SL

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

2015 Nissan LEAF SL

Burlington, VT

UnscoredInsufficient · 0
$8,998117,654 mi

Burlington, VT

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

Burlington, VT

UnscoredLimited · 11
$17,85062,138 mi

Comparison: 11 similar vehicles

Burlington, VT

2024 Nissan LEAF S

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

2024 Nissan LEAF S

South Burlington, VT

UnscoredInsufficient · 0
$17,95017,301 mi

South Burlington, VT

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

Burlington, VT

UnscoredLimited · 6
$18,32545,029 mi

Comparison: 6 similar vehicles

Burlington, VT

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

Burlington, VT

UnscoredInsufficient · 0
$18,98855,755 mi

Burlington, VT

2024 Nissan LEAF S

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

2024 Nissan LEAF S

South Burlington, VT

UnscoredInsufficient · 0
$19,5504,550 mi

South Burlington, VT

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

Burlington, VT

UnscoredInsufficient · 0
$19,75029,588 mi

Burlington, VT

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

Burlington, VT

UnscoredInsufficient · 3
$19,85032,572 mi

Comparison: 3 similar vehicles

Burlington, VT

2024 Nissan LEAF S

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

2024 Nissan LEAF S

South Burlington, VT

UnscoredInsufficient · 0
$19,9502,889 mi

South Burlington, VT

2020 Chevrolet Bolt EV Premier

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

2020 Chevrolet Bolt EV Premier

Saint Albans City, VT

UnscoredInsufficient · 0
$20,27751,603 mi

Saint Albans City, VT

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

Burlington, VT

UnscoredInsufficient · 0
$20,49525,634 mi

Burlington, VT

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

Burlington, VT

UnscoredLimited · 5
$20,70079,145 mi

Comparison: 5 similar vehicles

Burlington, VT

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

Burlington, VT

UnscoredInsufficient · 4
$20,98838,738 mi

Comparison: 4 similar vehicles

Burlington, VT

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

Burlington, VT

UnscoredInsufficient · 3
$20,98835,665 mi

Comparison: 3 similar vehicles

Burlington, VT

2024 Nissan LEAF SV PLUS

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

2024 Nissan LEAF SV PLUS

Williston, VT

UnscoredLimited · 9
$20,99917,195 mi

Comparison: 9 similar vehicles

Williston, VT

2021 Ford Mustang Mach-E Select AWD

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

2021 Ford Mustang Mach-E Select AWD

Plattsburgh, NY

UnscoredInsufficient · 3
$21,00066,881 mi

Comparison: 3 similar vehicles

Plattsburgh, NY

2021 Volkswagen ID.4 PRO S

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

2021 Volkswagen ID.4 PRO S

Burlington, VT

UnscoredInsufficient · 0
$21,63226,814 mi

Burlington, VT

2024 Volkswagen ID.4 STANDARD

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

2024 Volkswagen ID.4 STANDARD

Burlington, VT

UnscoredInsufficient · 0
$21,75011,427 mi

Burlington, VT

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

Burlington, VT

UnscoredLimited · 5
$21,75036,003 mi

Comparison: 5 similar vehicles

Burlington, VT

2024 Nissan LEAF SV PLUS

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

2024 Nissan LEAF SV PLUS

South Burlington, VT

UnscoredLimited · 9
$21,95013,296 mi

Comparison: 9 similar vehicles

South Burlington, VT

2023 Nissan Ariya Engage

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

2023 Nissan Ariya Engage

South Burlington, VT

Fair PriceModerate · 24
$21,95027,821 mi

Market: $19,500 – $22,950

Comparison: 24 similar vehicles

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

South Burlington, VT

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

Burlington, VT

UnscoredInsufficient · 0
$22,40014,173 mi

Burlington, VT

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

Burlington, VT

Great DealModerate · 30
$22,59543,648 mi

Market: $26,270 – $28,875

Comparison: 30 similar vehicles

Competitively priced ~14% below the typical range compared to similar vehicles · 96 days listed (based on current market benchmarks)

Burlington, VT

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

Burlington, VT

UnscoredLimited · 7
$22,8504,790 mi

Comparison: 7 similar vehicles

Burlington, VT

2023 Nissan Ariya Engage

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

2023 Nissan Ariya Engage

South Burlington, VT

OverpricedModerate · 24
$22,95025,468 mi

Market: $19,500 – $22,495

Comparison: 24 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

South Burlington, VT

2023 Nissan Ariya Engage

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

2023 Nissan Ariya Engage

South Burlington, VT

UnscoredInsufficient · 3
$22,95030,221 mi

Comparison: 3 similar vehicles

South Burlington, VT

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

Burlington, VT

UnscoredLimited · 5
$22,98835,629 mi

Comparison: 5 similar vehicles

Burlington, VT

2025 Hyundai IONIQ 6 SE

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

2025 Hyundai IONIQ 6 SE

South Burlington, VT

UnscoredInsufficient · 0
$23,19930,136 mi

South Burlington, VT

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

Burlington, VT

UnscoredInsufficient · 0
$23,4956,020 mi

Burlington, VT

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

Burlington, VT

UnscoredLimited · 6
$23,54599,190 mi

Comparison: 6 similar vehicles

Burlington, VT

2023 Nissan Ariya Engage

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

2023 Nissan Ariya Engage

South Burlington, VT

Fair PriceLimited · 11
$23,95016,359 mi

Market: $20,500 – $24,136

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

South Burlington, VT

2023 Nissan Ariya Venture+

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

2023 Nissan Ariya Venture+

South Burlington, VT

Fair PriceLimited · 11
$23,95023,093 mi

Market: $22,693 – $24,293

Comparison: 11 similar vehicles

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

South Burlington, VT

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

Burlington, VT

Fair PriceRobust · 57
$23,98824,015 mi

Market: $22,444 – $27,824

Comparison: 57 similar vehicles

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

Burlington, VT

2024 Chevrolet Equinox EV LT

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

2024 Chevrolet Equinox EV LT

Burlington, VT

UnscoredInsufficient · 0
$23,99145,906 mi

Burlington, VT

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

Williston, VT

UnscoredInsufficient · 0
$24,29956,538 mi

Williston, VT

2021 Volkswagen ID.4 PRO

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

2021 Volkswagen ID.4 PRO

Burlington, VT

UnscoredInsufficient · 0
$24,60041,819 mi

Burlington, VT

2024 Kia EV6 Light L/R

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

2024 Kia EV6 Light L/R

South Burlington, VT

UnscoredInsufficient · 0
$24,95024,562 mi

South Burlington, VT

2023 Nissan Ariya Venture+

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

2023 Nissan Ariya Venture+

South Burlington, VT

UnscoredInsufficient · 0
$24,95018,889 mi

South Burlington, VT

2023 Hyundai IONIQ 6 SEL

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

2023 Hyundai IONIQ 6 SEL

South Burlington, VT

Fair PriceLimited · 16
$25,39913,051 mi

Market: $24,322 – $28,989

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 108 days listed (based on current market benchmarks)

South Burlington, VT

2024 Chevrolet Blazer EV LT

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

2024 Chevrolet Blazer EV LT

Burlington, VT

UnscoredLimited · 9
$25,54321,219 mi

Comparison: 9 similar vehicles

Burlington, VT

2023 Hyundai IONIQ 6 SEL

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

2023 Hyundai IONIQ 6 SEL

South Burlington, VT

Fair PriceLimited · 18
$25,95027,716 mi

Market: $25,178 – $28,554

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

South Burlington, VT

2023 Kia EV6 Wind

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

2023 Kia EV6 Wind

South Burlington, VT

Fair PriceModerate · 23
$25,95035,396 mi

Market: $21,990 – $28,370

Comparison: 23 similar vehicles

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

South Burlington, VT

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

Burlington, VT

UnscoredInsufficient · 0
$25,98822,243 mi

Burlington, VT

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

South Burlington, VT

UnscoredLimited · 5
$26,34038,480 mi

Comparison: 5 similar vehicles

South Burlington, VT

2020 Tesla Model Y Long Range

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

2020 Tesla Model Y Long Range

Williston, VT

UnscoredInsufficient · 0
$26,49967,895 mi

Williston, VT

2024 Nissan ARIYA Engage+

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

2024 Nissan ARIYA Engage+

South Burlington, VT

OverpricedLimited · 18
$26,95025,590 mi

Market: $22,699 – $26,395

Comparison: 18 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

South Burlington, VT

2025 Volkswagen ID.4 PRO

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

2025 Volkswagen ID.4 PRO

Burlington, VT

UnscoredInsufficient · 4
$26,98816,589 mi

Comparison: 4 similar vehicles

Burlington, VT

2023 Hyundai IONIQ 6 SEL

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

2023 Hyundai IONIQ 6 SEL

Burlington, VT

Fair PriceLimited · 18
$26,98827,693 mi

Market: $25,178 – $28,554

Comparison: 18 similar vehicles

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

Burlington, VT

2023 Volvo C40 Ultimate

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

2023 Volvo C40 Ultimate

Saint Albans City, VT

UnscoredLimited · 9
$27,20032,794 mi

Comparison: 9 similar vehicles

Saint Albans City, VT

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 manage their profile, 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, exports, and enhanced merchandising.
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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