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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 20, 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

274 listings found

2013 Nissan LEAF SL

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

2013 Nissan LEAF SL

Albuquerque, NM

UnscoredInsufficient · 0
$5,70066,289 mi

Albuquerque, NM

2013 Nissan LEAF SV

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

2013 Nissan LEAF SV

Albuquerque, NM

UnscoredInsufficient · 0
$6,50050,674 mi

Albuquerque, NM

2015 Nissan LEAF SL

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

2015 Nissan LEAF SL

Albuquerque, NM

UnscoredInsufficient · 0
$8,00069,628 mi

Albuquerque, NM

2015 Nissan LEAF S

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

2015 Nissan LEAF S

Albuquerque, NM

UnscoredInsufficient · 0
$8,95070,378 mi

Albuquerque, NM

2014 Tesla Model S

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

2014 Tesla Model S

Albuquerque, NM

UnscoredInsufficient · 0
$13,00085,649 mi

Albuquerque, NM

2018 BMW i3 Base

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

2018 BMW i3 Base

Albuquerque, NM

UnscoredInsufficient · 0
$13,50089,226 mi

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 0
$14,000104,149 mi

Albuquerque, NM

2023 Nissan Leaf SV Plus

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

2023 Nissan Leaf SV Plus

Albuquerque, NM

UnscoredInsufficient · 0
$15,00036,746 mi

Albuquerque, NM

2017 Chevrolet Bolt EV Premier

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

2017 Chevrolet Bolt EV Premier

Albuquerque, NM

UnscoredInsufficient · 0
$15,00085,481 mi

Albuquerque, NM

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Albuquerque, NM

UnscoredLimited · 5
$15,09616,400 mi

Comparison: 5 similar vehicles

Albuquerque, NM

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Albuquerque, NM

UnscoredLimited · 5
$15,59612,840 mi

Comparison: 5 similar vehicles

Albuquerque, NM

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Albuquerque, NM

UnscoredLimited · 5
$15,59617,876 mi

Comparison: 5 similar vehicles

Albuquerque, NM

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Albuquerque, NM

UnscoredLimited · 5
$15,59612,550 mi

Comparison: 5 similar vehicles

Albuquerque, NM

2018 Chevrolet Bolt EV Premier

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

2018 Chevrolet Bolt EV Premier

Albuquerque, NM

UnscoredInsufficient · 0
$16,00071,280 mi

Albuquerque, NM

2015 Tesla Model S 85

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

2015 Tesla Model S 85

Albuquerque, NM

UnscoredInsufficient · 0
$16,95062,984 mi

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 0
$17,34423,021 mi

Albuquerque, NM

2023 Nissan Leaf SV Plus

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

2023 Nissan Leaf SV Plus

Albuquerque, NM

UnscoredInsufficient · 0
$18,38450,748 mi

Albuquerque, NM

2022 Chevrolet Bolt EUV Premier

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

2022 Chevrolet Bolt EUV Premier

Albuquerque, NM

UnscoredInsufficient · 0
$19,38461,913 mi

Albuquerque, NM

2022 Kia EV6 Wind

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

2022 Kia EV6 Wind

Albuquerque, NM

UnscoredInsufficient · 0
$19,384116,835 mi

Albuquerque, NM

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

Albuquerque, NM

UnscoredLimited · 8
$19,384121,914 mi

Comparison: 8 similar vehicles

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 0
$19,38446,474 mi

Albuquerque, NM

2013 Tesla Model S

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

2013 Tesla Model S

Albuquerque, NM

UnscoredInsufficient · 0
$19,95099,420 mi

Albuquerque, NM

2021 Hyundai Kona EV Limited

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

2021 Hyundai Kona EV Limited

Albuquerque, NM

UnscoredInsufficient · 0
$19,99834,302 mi

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 3
$20,23845,045 mi

Comparison: 3 similar vehicles

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 3
$20,23840,561 mi

Comparison: 3 similar vehicles

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 3
$20,23846,942 mi

Comparison: 3 similar vehicles

Albuquerque, NM

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

Albuquerque, NM

UnscoredModerate · 23
$20,384122,973 mi

Comparison: 23 similar vehicles

Albuquerque, NM

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

Albuquerque, NM

UnscoredLimited · 13
$20,384131,425 mi

Comparison: 13 similar vehicles

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 0
$20,384117,208 mi

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 4
$20,48838,563 mi

Comparison: 4 similar vehicles

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 4
$20,48838,721 mi

Comparison: 4 similar vehicles

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 4
$20,98833,817 mi

Comparison: 4 similar vehicles

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 3
$20,98849,927 mi

Comparison: 3 similar vehicles

Albuquerque, NM

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

Albuquerque, NM

Fair PriceLimited · 13
$21,384106,069 mi

Market: $20,384 – $28,100

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 92 days listed (based on current market benchmarks)

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 0
$21,38498,277 mi

Albuquerque, NM

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

Albuquerque, NM

UnscoredLimited · 12
$21,384108,640 mi

Comparison: 12 similar vehicles

Albuquerque, NM

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

Albuquerque, NM

UnscoredLimited · 6
$21,48814,042 mi

Comparison: 6 similar vehicles

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 4
$21,48822,656 mi

Comparison: 4 similar vehicles

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 4
$21,48821,801 mi

Comparison: 4 similar vehicles

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 3
$21,48845,700 mi

Comparison: 3 similar vehicles

Albuquerque, NM

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

Albuquerque, NM

Salvage title
$21,70049,179 mi

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 0
$21,98448,356 mi

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 4
$21,98821,973 mi

Comparison: 4 similar vehicles

Albuquerque, NM

2022 Chevrolet Bolt EUV Premier

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

2022 Chevrolet Bolt EUV Premier

Albuquerque, NM

UnscoredInsufficient · 0
$21,99843,139 mi

Albuquerque, NM

2022 Chevrolet Bolt EUV Premier

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

2022 Chevrolet Bolt EUV Premier

Albuquerque, NM

UnscoredInsufficient · 0
$22,38424,670 mi

Albuquerque, NM

2023 Kia EV6 Wind

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

2023 Kia EV6 Wind

Albuquerque, NM

UnscoredInsufficient · 4
$22,50064,273 mi

Comparison: 4 similar vehicles

Albuquerque, NM

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

Albuquerque, NM

UnscoredLimited · 8
$22,62876,969 mi

Comparison: 8 similar vehicles

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 4
$22,95084,337 mi

Comparison: 4 similar vehicles

Albuquerque, NM

2016 Tesla Model S P90D

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

2016 Tesla Model S P90D

Albuquerque, NM

UnscoredInsufficient · 0
$22,950104,368 mi

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 0
$22,98440,407 mi

Albuquerque, NM

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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