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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 19, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

360 listings found

2011 Nissan LEAF SL

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

2011 Nissan LEAF SL

Omaha, NE

UnscoredInsufficient · 0
$6,99962,848 mi

Omaha, NE

No Photo

2022 Nissan LEAF S

Omaha, NE

UnscoredInsufficient · 0
$14,1749,174 mi

Omaha, NE

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Omaha, NE

Fair PriceLimited · 15
$16,99810,517 mi

Market: $13,995 – $17,996

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 79 days listed (based on current market benchmarks)

Omaha, NE

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Omaha, NE

OverpricedLimited · 15
$17,99610,256 mi

Market: $13,995 – $17,750

Comparison: 15 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Omaha, NE

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Omaha, NE

Fair PriceLimited · 15
$17,9986,442 mi

Market: $16,379 – $18,425

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 87 days listed (based on current market benchmarks)

Omaha, NE

2020 Hyundai Kona EV Limited

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

2020 Hyundai Kona EV Limited

Omaha, NE

UnscoredInsufficient · 0
$20,37740,897 mi

Omaha, NE

2015 Tesla Model S 70D

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

2015 Tesla Model S 70D

Blair, NE

UnscoredInsufficient · 0
$20,497108,135 mi

Blair, NE

2024 Nissan ARIYA Engage

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

2024 Nissan ARIYA Engage

Omaha, NE

UnscoredInsufficient · 0
$20,92131,647 mi

Omaha, NE

2016 Tesla Model S 90D

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

2016 Tesla Model S 90D

Council Bluffs, IA

UnscoredInsufficient · 0
$21,76888,010 mi

Council Bluffs, IA

2025 Nissan Leaf SV PLUS

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

2025 Nissan Leaf SV PLUS

Omaha, NE

UnscoredInsufficient · 3
$21,9957,038 mi

Comparison: 3 similar vehicles

Omaha, NE

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

Lincoln, NE

UnscoredLimited · 5
$21,99520,485 mi

Comparison: 5 similar vehicles

Lincoln, NE

2025 Nissan Leaf SV PLUS

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

2025 Nissan Leaf SV PLUS

Omaha, NE

UnscoredInsufficient · 4
$22,69616,065 mi

Comparison: 4 similar vehicles

Omaha, NE

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

Wahoo, NE

UnscoredLimited · 7
$22,999111,931 mi

Comparison: 7 similar vehicles

Wahoo, NE

2023 Subaru SOLTERRA Premium

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

2023 Subaru SOLTERRA Premium

Omaha, NE

UnscoredInsufficient · 0
$23,00030,797 mi

Omaha, NE

2024 Nissan ARIYA Engage

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

2024 Nissan ARIYA Engage

Omaha, NE

UnscoredLimited · 6
$23,19912,196 mi

Comparison: 6 similar vehicles

Omaha, NE

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

Omaha, NE

UnscoredInsufficient · 0
$23,58722,198 mi

Omaha, NE

2023 Nissan Ariya Empower+

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

2023 Nissan Ariya Empower+

Omaha, NE

UnscoredInsufficient · 0
$23,89834,041 mi

Omaha, NE

2018 Tesla Model X 75D

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

2018 Tesla Model X 75D

Omaha, NE

Salvage title
$23,95072,000 mi

Omaha, NE

2023 Nissan Ariya Evolve+

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

2023 Nissan Ariya Evolve+

Omaha, NE

UnscoredInsufficient · 0
$24,12128,460 mi

Omaha, NE

2025 Nissan ARIYA Engage

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

2025 Nissan ARIYA Engage

Council Bluffs, IA

UnscoredInsufficient · 0
$24,17112,491 mi

Council Bluffs, IA

2024 Hyundai Kona EV Limited

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

2024 Hyundai Kona EV Limited

Louisville, NE

UnscoredInsufficient · 0
$24,69427,102 mi

Louisville, NE

2023 Subaru SOLTERRA Premium

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

2023 Subaru SOLTERRA Premium

La Vista, NE

UnscoredLimited · 9
$24,70028,838 mi

Comparison: 9 similar vehicles

La Vista, NE

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

Omaha, NE

UnscoredInsufficient · 3
$24,99828,053 mi

Comparison: 3 similar vehicles

Omaha, NE

2022 Volkswagen ID.4 PRO S

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

2022 Volkswagen ID.4 PRO S

Omaha, NE

UnscoredInsufficient · 0
$24,99824,048 mi

Omaha, NE

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

Wahoo, NE

UnscoredLimited · 6
$24,99929,651 mi

Comparison: 6 similar vehicles

Wahoo, NE

2022 Kia EV6 Wind

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

2022 Kia EV6 Wind

Wahoo, NE

UnscoredInsufficient · 0
$24,99939,534 mi

Wahoo, NE

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

Wahoo, NE

Fair PriceLimited · 19
$24,999107,131 mi

Market: $23,999 – $29,398

Comparison: 19 similar vehicles

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

Wahoo, NE

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

Fremont, NE

Fair PriceLimited · 15
$24,99999,983 mi

Market: $18,995 – $25,861

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Fremont, NE

2023 Subaru SOLTERRA Touring

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

2023 Subaru SOLTERRA Touring

Omaha, NE

UnscoredLimited · 7
$25,18433,222 mi

Comparison: 7 similar vehicles

Omaha, NE

2021 Ford Mustang Mach-E Premium RWD

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

2021 Ford Mustang Mach-E Premium RWD

Bellevue, NE

UnscoredInsufficient · 0
$25,29441,607 mi

Bellevue, NE

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

Omaha, NE

UnscoredInsufficient · 0
$25,37652,419 mi

Omaha, NE

2022 Tesla Model 3 Performance

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

2022 Tesla Model 3 Performance

Omaha, NE

Salvage title
$25,49953,540 mi

Omaha, NE

2023 Hyundai IONIQ 5 SEL

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

2023 Hyundai IONIQ 5 SEL

Fremont, NE

UnscoredInsufficient · 0
$25,79161,091 mi

Fremont, NE

2024 Hyundai IONIQ 5 SEL

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

2024 Hyundai IONIQ 5 SEL

Omaha, NE

Fair PriceLimited · 16
$25,99824,095 mi

Market: $24,638 – $29,188

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Omaha, NE

2023 Tesla Model Y Long Range

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

2023 Tesla Model Y Long Range

Bellevue, NE

Great DealLimited · 12
$25,99964,930 mi

Market: $27,850 – $33,344

Comparison: 12 similar vehicles

Competitively priced ~7% below the typical range compared to similar vehicles · 47 days listed (based on current market benchmarks)

Bellevue, NE

2023 Ford Mustang Mach-E Premium AWD

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

2023 Ford Mustang Mach-E Premium AWD

Bellevue, NE

UnscoredLimited · 9
$26,49929,375 mi

Comparison: 9 similar vehicles

Bellevue, NE

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

Omaha, NE

UnscoredInsufficient · 0
$26,50049,893 mi

Omaha, NE

2024 Nissan ARIYA Engage

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

2024 Nissan ARIYA Engage

Omaha, NE

UnscoredLimited · 5
$26,66614,707 mi

Comparison: 5 similar vehicles

Omaha, NE

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

Omaha, NE

UnscoredLimited · 8
$26,69947,339 mi

Comparison: 8 similar vehicles

Omaha, NE

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

Omaha, NE

UnscoredLimited · 8
$26,69945,583 mi

Comparison: 8 similar vehicles

Omaha, NE

No Photo

2023 Tesla Model 3 Base

Omaha, NE

UnscoredLimited · 8
$26,69945,980 mi

Comparison: 8 similar vehicles

Omaha, NE

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

Omaha, NE

Fair PriceModerate · 27
$26,78231,503 mi

Market: $22,473 – $26,830

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Omaha, NE

No Photo

2023 Tesla Model 3 Base

Omaha, NE

UnscoredLimited · 8
$26,89940,552 mi

Comparison: 8 similar vehicles

Omaha, NE

No Photo

2023 Tesla Model 3 Base

Omaha, NE

UnscoredLimited · 8
$26,89942,610 mi

Comparison: 8 similar vehicles

Omaha, NE

No Photo

2023 Tesla Model 3 Base

Omaha, NE

UnscoredLimited · 8
$26,89942,793 mi

Comparison: 8 similar vehicles

Omaha, NE

2022 Ford Mustang Mach-E Premium AWD

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

2022 Ford Mustang Mach-E Premium AWD

Omaha, NE

UnscoredInsufficient · 0
$26,98024,320 mi

Omaha, NE

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

Omaha, NE

UnscoredInsufficient · 0
$26,99456,007 mi

Omaha, NE

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

Omaha, NE

Fair PriceRobust · 91
$26,99812,747 mi

Market: $23,899 – $28,167

Comparison: 91 similar vehicles

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

Omaha, NE

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

Omaha, NE

UnscoredLimited · 8
$26,99943,710 mi

Comparison: 8 similar vehicles

Omaha, NE

No Photo

2023 Tesla Model 3 Base

Omaha, NE

UnscoredLimited · 8
$26,99943,763 mi

Comparison: 8 similar vehicles

Omaha, NE

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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