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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

286 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

Dayton, OH

UnscoredInsufficient · 0
$4,80678,580 mi

Dayton, OH

2014 BMW i3 Base

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

2014 BMW i3 Base

Dayton, OH

UnscoredInsufficient · 0
$8,80045,282 mi

Dayton, OH

2021 Chevrolet Bolt EV Premier

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

2021 Chevrolet Bolt EV Premier

Wapakoneta, OH

UnscoredInsufficient · 0
$12,46571,766 mi

Wapakoneta, OH

2021 Hyundai Kona EV Ultimate

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

2021 Hyundai Kona EV Ultimate

Centerville, OH

UnscoredInsufficient · 0
$16,94853,193 mi

Centerville, OH

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

Centerville, OH

Great DealLimited · 14
$17,74816,535 mi

Market: $18,450 – $19,043

Comparison: 14 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 20 days listed (based on current market benchmarks)

Centerville, OH

2023 Nissan Ariya Engage

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

2023 Nissan Ariya Engage

Lima, OH

UnscoredLimited · 7
$18,38734,379 mi

Comparison: 7 similar vehicles

Lima, OH

2018 Tesla Model S 75D

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

2018 Tesla Model S 75D

Troy, OH

UnscoredInsufficient · 4
$18,995129,345 mi

Comparison: 4 similar vehicles

Troy, OH

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

Beavercreek, OH

UnscoredInsufficient · 0
$19,24841,360 mi

Beavercreek, OH

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

Centerville, OH

UnscoredLimited · 5
$20,08380,500 mi

Comparison: 5 similar vehicles

Centerville, OH

2023 Nissan Ariya Engage

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

2023 Nissan Ariya Engage

Lima, OH

Fair PriceModerate · 20
$20,29717,637 mi

Market: $19,548 – $23,908

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 days listed (based on current market benchmarks)

Lima, OH

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

Fairborn, OH

OverpricedLimited · 10
$21,21820,715 mi

Market: $17,798 – $18,196

Comparison: 10 similar vehicles

Priced ~17% above the typical market range for similar vehicles (based on current market benchmarks)

Fairborn, OH

2024 Hyundai Kona EV SE

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

2024 Hyundai Kona EV SE

Lima, OH

UnscoredInsufficient · 3
$21,37023,999 mi

Comparison: 3 similar vehicles

Lima, OH

2022 Tesla Model 3 Long Range

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

2022 Tesla Model 3 Long Range

Springfield, OH

UnscoredLimited · 7
$21,992131,178 mi

Comparison: 7 similar vehicles

Springfield, OH

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

Dayton, OH

UnscoredLimited · 5
$22,19358,336 mi

Comparison: 5 similar vehicles

Dayton, OH

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

Lima, OH

Fair PriceRobust · 429
$22,37326,400 mi

Market: $21,375 – $27,314

Comparison: 429 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Lima, OH

2023 Toyota bZ4X Limited

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

2023 Toyota bZ4X Limited

Dayton, OH

Great DealLimited · 13
$22,50022,000 mi

Market: $24,990 – $30,818

Comparison: 13 similar vehicles

Competitively priced ~10% below the typical range compared to similar vehicles · 119 days listed (based on current market benchmarks)

Dayton, OH

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

Dayton, OH

Fair PriceModerate · 20
$22,63922,655 mi

Market: $18,897 – $24,590

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Dayton, OH

2018 Tesla Model S 75D

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

2018 Tesla Model S 75D

Troy, OH

UnscoredInsufficient · 0
$22,67373,113 mi

Troy, OH

2023 Kia EV6 Wind

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

2023 Kia EV6 Wind

Centerville, OH

UnscoredInsufficient · 4
$22,80144,055 mi

Comparison: 4 similar vehicles

Centerville, OH

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

Dayton, OH

UnscoredInsufficient · 0
$22,90042,783 mi

Dayton, OH

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

Lima, OH

UnscoredLimited · 5
$22,97314,706 mi

Comparison: 5 similar vehicles

Lima, OH

2023 Polestar 2 Plus

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

2023 Polestar 2 Plus

Dayton, OH

UnscoredInsufficient · 3
$23,00033,171 mi

Comparison: 3 similar vehicles

Dayton, OH

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

Springfield, OH

UnscoredInsufficient · 3
$23,29961,633 mi

Comparison: 3 similar vehicles

Springfield, OH

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

Lima, OH

Fair PriceRobust · 103
$23,38529,160 mi

Market: $21,667 – $31,146

Comparison: 103 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Lima, OH

2025 Chevrolet Equinox EV LT

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

2025 Chevrolet Equinox EV LT

Dayton, OH

UnscoredInsufficient · 0
$23,90040,494 mi

Dayton, OH

2022 Ford E-Transit Cargo Van Base

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

2022 Ford E-Transit Cargo Van Base

Richmond, IN

UnscoredInsufficient · 0
$23,99584,258 mi

Richmond, IN

2023 Nissan Ariya Engage+

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

2023 Nissan Ariya Engage+

Springfield, OH

UnscoredInsufficient · 0
$23,99730,589 mi

Springfield, OH

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

Dayton, OH

Fair PriceModerate · 31
$24,13332,393 mi

Market: $22,247 – $25,755

Comparison: 31 similar vehicles

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

Dayton, OH

2024 Chevrolet Equinox EV RS

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

2024 Chevrolet Equinox EV RS

Lima, OH

Fair PriceRobust · 108
$24,34819,900 mi

Market: $24,350 – $27,995

Comparison: 108 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 3 days listed (based on current market benchmarks)

Lima, OH

2023 Nissan Ariya Evolve+

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

2023 Nissan Ariya Evolve+

Lima, OH

Fair PriceRobust · 67
$24,37029,066 mi

Market: $22,887 – $25,800

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 days listed (based on current market benchmarks)

Lima, OH

2024 Nissan ARIYA Engage

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

2024 Nissan ARIYA Engage

Lima, OH

UnscoredInsufficient · 0
$24,3825,830 mi

Lima, OH

2024 Hyundai IONIQ 5 SE

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

2024 Hyundai IONIQ 5 SE

Springfield, OH

UnscoredInsufficient · 0
$24,82123,663 mi

Springfield, OH

2025 Chevrolet Equinox EV LT

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

2025 Chevrolet Equinox EV LT

Lima, OH

Fair PriceRobust · 116
$24,89821,873 mi

Market: $23,990 – $27,737

Comparison: 116 similar vehicles

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

Lima, OH

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

Lima, OH

UnscoredLimited · 5
$25,35318,613 mi

Comparison: 5 similar vehicles

Lima, OH

2022 Hyundai IONIQ 5 Limited

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

2022 Hyundai IONIQ 5 Limited

Lima, OH

UnscoredInsufficient · 0
$25,38360,735 mi

Lima, OH

2025 Chevrolet Equinox EV LT

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

2025 Chevrolet Equinox EV LT

Sidney, OH

Fair PriceRobust · 84
$25,57712,748 mi

Market: $24,398 – $29,311

Comparison: 84 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Sidney, OH

2026 Chevrolet Equinox EV 1LT

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

2026 Chevrolet Equinox EV 1LT

Dayton, OH

Fair PriceModerate · 23
$25,7982,462 mi

Market: $26,590 – $35,749

Comparison: 23 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 17 days listed (based on current market benchmarks)

Dayton, OH

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

Delphos, OH

Fair PriceRobust · 330
$25,89418,342 mi

Market: $22,847 – $29,900

Comparison: 330 similar vehicles

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

Delphos, OH

2024 Chevrolet Equinox EV RS

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

2024 Chevrolet Equinox EV RS

Lima, OH

Fair PriceRobust · 58
$25,99624,055 mi

Market: $22,099 – $28,890

Comparison: 58 similar vehicles

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

Lima, OH

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

Dayton, OH

UnscoredInsufficient · 3
$25,99812,260 mi

Comparison: 3 similar vehicles

Dayton, OH

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

Dayton, OH

UnscoredInsufficient · 4
$25,99823,850 mi

Comparison: 4 similar vehicles

Dayton, OH

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

Dayton, OH

UnscoredLimited · 9
$25,99866,679 mi

Comparison: 9 similar vehicles

Dayton, OH

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

Beavercreek, OH

Fair PriceModerate · 27
$25,99916,981 mi

Market: $24,343 – $27,230

Comparison: 27 similar vehicles

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

Beavercreek, OH

2024 Polestar 2 Plus

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

2024 Polestar 2 Plus

Beavercreek, OH

Fair PriceLimited · 11
$26,00027,009 mi

Market: $21,947 – $29,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Beavercreek, OH

2024 Polestar 2 Plus

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

2024 Polestar 2 Plus

Fairborn, OH

UnscoredLimited · 5
$26,00016,112 mi

Comparison: 5 similar vehicles

Fairborn, OH

2024 Chevrolet Equinox EV RS

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

2024 Chevrolet Equinox EV RS

Vandalia, OH

UnscoredLimited · 9
$26,23324,070 mi

Comparison: 9 similar vehicles

Vandalia, OH

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

Lima, OH

Fair PriceRobust · 534
$26,38426,721 mi

Market: $21,447 – $28,500

Comparison: 534 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 days listed (based on current market benchmarks)

Lima, OH

2023 Toyota bZ4X XLE

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

2023 Toyota bZ4X XLE

Dayton, OH

UnscoredInsufficient · 4
$26,39529,729 mi

Comparison: 4 similar vehicles

Dayton, OH

2023 Polestar 2 Performance

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

2023 Polestar 2 Performance

Dayton, OH

UnscoredInsufficient · 3
$26,86628,508 mi

Comparison: 3 similar vehicles

Dayton, OH

2022 Tesla Model 3 Long Range

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

2022 Tesla Model 3 Long Range

Beavercreek, OH

UnscoredLimited · 6
$26,89473,726 mi

Comparison: 6 similar vehicles

Beavercreek, OH

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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