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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

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

171 listings found

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

Farmington, NY

UnscoredInsufficient · 0
$15,17074,241 mi

Farmington, NY

2023 Toyota bZ4X XLE

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

2023 Toyota bZ4X XLE

Farmington, NY

UnscoredInsufficient · 0
$18,97076,662 mi

Farmington, NY

2021 Ford Mustang Mach-E Premium AWD

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

2021 Ford Mustang Mach-E Premium AWD

Ithaca, NY

Fair PriceLimited · 16
$20,99979,331 mi

Market: $13,995 – $25,990

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 95 days listed (based on current market benchmarks)

Ithaca, NY

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

Elmira, NY

Fair PriceModerate · 35
$21,17364,784 mi

Market: $9,999 – $25,900

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Elmira, NY

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

Farmington, NY

UnscoredLimited · 5
$21,97061,379 mi

Comparison: 5 similar vehicles

Farmington, 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

Farmington, NY

UnscoredInsufficient · 0
$22,67031,658 mi

Farmington, NY

2023 Chevrolet Bolt EV 2LT

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

2023 Chevrolet Bolt EV 2LT

Canandaigua, NY

UnscoredInsufficient · 0
$22,67327,400 mi

Canandaigua, NY

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

Lansing, NY

UnscoredInsufficient · 0
$22,99022,189 mi

Lansing, NY

2024 Honda Prologue EX

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

2024 Honda Prologue EX

Farmington, NY

UnscoredInsufficient · 4
$23,17028,246 mi

Comparison: 4 similar vehicles

Farmington, NY

2023 Chevrolet Bolt EV 2LT

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

2023 Chevrolet Bolt EV 2LT

Farmington, NY

UnscoredInsufficient · 0
$23,17032,523 mi

Farmington, NY

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

Farmington, NY

UnscoredLimited · 7
$23,17094,485 mi

Comparison: 7 similar vehicles

Farmington, NY

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

Farmington, NY

UnscoredLimited · 5
$23,77030,516 mi

Comparison: 5 similar vehicles

Farmington, NY

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

Binghamton, NY

Fair PriceRobust · 82
$23,950102,695 mi

Market: $11,999 – $30,998

Comparison: 82 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Binghamton, NY

2023 Fisker Ocean Extreme

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

2023 Fisker Ocean Extreme

Hornell, NY

UnscoredInsufficient · 0
$23,995Mileage not verified

Hornell, NY

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

Bath, NY

Fair PriceRobust · 58
$24,17417,235 mi

Market: $23,295 – $28,489

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Bath, NY

2023 Subaru SOLTERRA Premium

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

2023 Subaru SOLTERRA Premium

Vestal, NY

UnscoredInsufficient · 0
$25,4808,831 mi

Vestal, NY

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

Farmington, NY

OverpricedLimited · 19
$26,17021,406 mi

Market: $24,987 – $25,162

Comparison: 19 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Farmington, NY

2023 Volkswagen ID.4 PRO S PLUS

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

2023 Volkswagen ID.4 PRO S PLUS

Farmington, NY

UnscoredInsufficient · 0
$26,17029,222 mi

Farmington, NY

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

Farmington, NY

UnscoredInsufficient · 0
$26,17093,831 mi

Farmington, NY

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

Farmington, NY

UnscoredLimited · 13
$26,17099,012 mi

Comparison: 13 similar vehicles

Farmington, NY

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

Cortland, NY

Fair PriceRobust · 101
$26,28924,082 mi

Market: $23,190 – $27,478

Comparison: 101 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Cortland, NY

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Mansfield, PA

Fair PriceRobust · 540
$26,990Mileage not verified

Market: $25,790 – $36,745

Comparison: 540 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 192 days listed (based on current market benchmarks)

Mansfield, PA

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

Farmington, NY

UnscoredInsufficient · 0
$28,17012,023 mi

Farmington, NY

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

Farmington, NY

UnscoredInsufficient · 4
$28,17015,755 mi

Comparison: 4 similar vehicles

Farmington, NY

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

Farmington, NY

UnscoredInsufficient · 0
$28,17033,929 mi

Farmington, NY

2024 Ford Mustang Mach-E Select AWD

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

2024 Ford Mustang Mach-E Select AWD

Geneva, NY

UnscoredInsufficient · 0
$29,17016,598 mi

Geneva, NY

2023 Nissan Ariya Platinum+

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

2023 Nissan Ariya Platinum+

Farmington, NY

UnscoredInsufficient · 0
$29,17025,467 mi

Farmington, NY

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Auburn, NY

Fair PriceModerate · 20
$29,421Mileage not verified

Market: $28,966 – $33,554

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Auburn, NY

2023 Kia EV6 GT-Line

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

2023 Kia EV6 GT-Line

Farmington, NY

Fair PriceLimited · 19
$29,67021,301 mi

Market: $26,900 – $31,140

Comparison: 19 similar vehicles

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

Farmington, NY

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

Farmington, NY

UnscoredInsufficient · 0
$29,67023,701 mi

Farmington, NY

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

Farmington, NY

Fair PriceModerate · 26
$29,77035,975 mi

Market: $27,148 – $32,490

Comparison: 26 similar vehicles

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

Farmington, NY

2025 Chevrolet Blazer EV LT

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

2025 Chevrolet Blazer EV LT

Binghamton, NY

Fair PriceLimited · 19
$29,9503,760 mi

Market: $28,990 – $50,386

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Binghamton, NY

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Trumansburg, NY

UnscoredLimited · 8
$29,990Mileage not verified

Comparison: 8 similar vehicles

Trumansburg, NY

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

Vestal, NY

Fair PriceModerate · 27
$29,99952,678 mi

Market: $22,995 – $31,249

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Vestal, NY

2025 Chevrolet Blazer EV RS

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

2025 Chevrolet Blazer EV RS

Bath, NY

UnscoredInsufficient · 3
$30,17417,300 mi

Comparison: 3 similar vehicles

Bath, NY

2025 Chevrolet Blazer EV RS

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

2025 Chevrolet Blazer EV RS

Elmira, NY

UnscoredLimited · 5
$30,17421,590 mi

Comparison: 5 similar vehicles

Elmira, NY

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Tully, NY

Fair PriceModerate · 20
$30,218Mileage not verified

Market: $28,966 – $35,990

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Tully, NY

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Auburn, NY

Fair PriceModerate · 20
$30,388Mileage not verified

Market: $28,966 – $33,554

Comparison: 20 similar vehicles

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

Auburn, NY

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Vestal, NY

UnscoredLimited · 5
$30,859Mileage not verified

Comparison: 5 similar vehicles

Vestal, NY

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Elmira, NY

UnscoredLimited · 9
$31,461Mileage not verified

Comparison: 9 similar vehicles

Elmira, NY

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Union Springs, NY

Fair PriceModerate · 21
$32,361Mileage not verified

Market: $28,966 – $33,554

Comparison: 21 similar vehicles

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

Union Springs, NY

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

Ithaca, NY

Fair PriceRobust · 87
$32,80022,549 mi

Market: $29,171 – $34,393

Comparison: 87 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Ithaca, NY

2023 Hyundai IONIQ 5 Limited

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

2023 Hyundai IONIQ 5 Limited

Farmington, NY

UnscoredInsufficient · 0
$33,17013,940 mi

Farmington, NY

2026 Toyota bZ XLE

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

2026 Toyota bZ XLE

Sayre, PA

UnscoredLimited · 6
$33,190Mileage not verified

Comparison: 6 similar vehicles

Sayre, PA

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Canandaigua, NY

Fair PriceModerate · 26
$33,554Mileage not verified

Market: $29,170 – $36,086

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Canandaigua, NY

2024 Ford Mustang Mach-E Premium AWD

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

2024 Ford Mustang Mach-E Premium AWD

Farmington, NY

UnscoredInsufficient · 0
$34,17021,753 mi

Farmington, NY

2026 Subaru Solterra Premium

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

2026 Subaru Solterra Premium

Ithaca, NY

UnscoredInsufficient · 0
$34,8256,835 mi

Ithaca, NY

2024 Cadillac LYRIQ Tech

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

2024 Cadillac LYRIQ Tech

Farmington, NY

UnscoredInsufficient · 4
$35,17024,980 mi

Comparison: 4 similar vehicles

Farmington, NY

2025 Ford Mustang Mach-E Premium AWD

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

2025 Ford Mustang Mach-E Premium AWD

Ithaca, NY

Fair PriceRobust · 66
$35,9992,393 mi

Market: $34,996 – $41,998

Comparison: 66 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 166 days listed (based on current market benchmarks)

Ithaca, NY

2026 Nissan LEAF SV+

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

2026 Nissan LEAF SV+

Cortland, NY

UnscoredInsufficient · 3
$37,205Mileage not verified

Comparison: 3 similar vehicles

Cortland, NY

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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