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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

36 listings found

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Springville, NY

Fair PriceModerate · 24
$16,97717,472 mi

Market: $16,980 – $17,155

Comparison: 24 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 11 days listed (based on current market benchmarks)

Springville, NY

2021 Volkswagen ID.4 1st Edition

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

2021 Volkswagen ID.4 1st Edition

Springville, NY

UnscoredInsufficient · 4
$17,99966,111 mi

Comparison: 4 similar vehicles

Springville, NY

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

Olean, NY

Great DealModerate · 31
$23,17522,076 mi

Market: $23,998 – $29,177

Comparison: 31 similar vehicles

Competitively priced ~3% below the typical range compared to similar vehicles · 73 days listed (based on current market benchmarks)

Olean, 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

Coudersport, PA

Fair PriceRobust · 111
$24,21825,743 mi

Market: $21,447 – $27,478

Comparison: 111 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 152 days listed (based on current market benchmarks)

Coudersport, PA

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

Holland, NY

UnscoredInsufficient · 4
$24,8783,222 mi

Comparison: 4 similar vehicles

Holland, NY

2025 Toyota bZ4X XLE

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

2025 Toyota bZ4X XLE

Holland, NY

UnscoredInsufficient · 0
$27,08813,920 mi

Holland, NY

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Jamestown, NY

UnscoredInsufficient · 4
$29,661269 mi

Comparison: 4 similar vehicles

Jamestown, 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

Hornell, NY

UnscoredInsufficient · 3
$30,17417,300 mi

Comparison: 3 similar vehicles

Hornell, 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

Hornell, NY

UnscoredInsufficient · 4
$30,17421,590 mi

Comparison: 4 similar vehicles

Hornell, NY

2027 Chevrolet Bolt RS

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

2027 Chevrolet Bolt RS

Saint Marys, PA

Fair PriceRobust · 312
$31,831Mileage not verified

Market: $28,985 – $42,453

Comparison: 312 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 235 days listed (based on current market benchmarks)

Saint Marys, PA

2027 Chevrolet Bolt RS

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

2027 Chevrolet Bolt RS

Jamestown, NY

UnscoredLimited · 7
$32,170Mileage not verified

Comparison: 7 similar vehicles

Jamestown, NY

2024 Chevrolet Equinox EV Launch Edition

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

2024 Chevrolet Equinox EV Launch Edition

Saint Marys, PA

UnscoredInsufficient · 0
$36,2855,876 mi

Saint Marys, PA

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

North Collins, NY

Fair PriceRobust · 59
$37,270Mileage not verified

Market: $29,295 – $42,378

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 310 days listed (based on current market benchmarks)

North Collins, NY

2023 Mercedes-Benz EQS SUV Base

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

2023 Mercedes-Benz EQS SUV Base

Little Valley, NY

UnscoredLimited · 9
$41,00025,737 mi

Comparison: 9 similar vehicles

Little Valley, NY

2026 Toyota bZ XLE

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

2026 Toyota bZ XLE

Lakewood, NY

Fair PriceRobust · 107
$41,848Mileage not verified

Market: $36,378 – $45,977

Comparison: 107 similar vehicles

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

Lakewood, NY

2025 Chevrolet Equinox EV RS

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

2025 Chevrolet Equinox EV RS

Boston, NY

Fair PriceModerate · 33
$42,0602,130 mi

Market: $38,488 – $56,832

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 482 days listed (based on current market benchmarks)

Boston, NY

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Lakewood, NY

Fair PriceRobust · 92
$42,904Mileage not verified

Market: $36,363 – $44,156

Comparison: 92 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Lakewood, NY

2026 Toyota bZ XLE

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

2026 Toyota bZ XLE

Lakewood, NY

Fair PriceRobust · 107
$44,323Mileage not verified

Market: $36,378 – $45,977

Comparison: 107 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 130 days listed (based on current market benchmarks)

Lakewood, NY

2026 Ford Mustang Mach-E Select AWD

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

2026 Ford Mustang Mach-E Select AWD

Hornell, NY

Fair PriceLimited · 16
$44,335Mileage not verified

Market: $40,729 – $50,517

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 114 days listed (based on current market benchmarks)

Hornell, NY

2026 Toyota bZ Woodland

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

2026 Toyota bZ Woodland

Lakewood, NY

Fair PriceRobust · 107
$45,910Mileage not verified

Market: $45,331 – $52,434

Comparison: 107 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 185 days listed (based on current market benchmarks)

Lakewood, 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

North Collins, NY

Fair PriceRobust · 50
$46,505Mileage not verified

Market: $38,168 – $55,309

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 500 days listed (based on current market benchmarks)

North Collins, 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

Kane, PA

Fair PriceLimited · 18
$47,1051,024 mi

Market: $44,106 – $53,490

Comparison: 18 similar vehicles

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

Kane, PA

2026 Toyota bZ Woodland

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

2026 Toyota bZ Woodland

Bradford, PA

Fair PriceRobust · 113
$47,385Mileage not verified

Market: $45,278 – $52,434

Comparison: 113 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 163 days listed (based on current market benchmarks)

Bradford, PA

2023 Ford F-150 Lightning Lariat

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

2023 Ford F-150 Lightning Lariat

Lakewood, NY

UnscoredInsufficient · 0
$47,50049,796 mi

Lakewood, NY

2026 Toyota bZ Woodland

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

2026 Toyota bZ Woodland

Lakewood, NY

Fair PriceRobust · 107
$47,909Mileage not verified

Market: $45,331 – $52,434

Comparison: 107 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

Lakewood, NY

2027 Toyota bZ Limited

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

2027 Toyota bZ Limited

Bradford, PA

Fair PriceLimited · 10
$48,859Mileage not verified

Market: $48,369 – $50,674

Comparison: 10 similar vehicles

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

Bradford, PA

2027 Cadillac OPTIQ Premium Sport

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

2027 Cadillac OPTIQ Premium Sport

East Aurora, NY

Fair PriceLimited · 16
$60,697Mileage not verified

Market: $60,231 – $64,943

Comparison: 16 similar vehicles

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

East Aurora, NY

2026 Chevrolet Silverado EV LT

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

2026 Chevrolet Silverado EV LT

Jamestown, NY

Fair PriceLimited · 17
$61,658610 mi

Market: $58,105 – $97,009

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 451 days listed (based on current market benchmarks)

Jamestown, NY

2023 Rivian R1S Adventure

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

2023 Rivian R1S Adventure

North Collins, NY

UnscoredInsufficient · 0
$62,4509,257 mi

North Collins, NY

2025 Chevrolet Silverado EV RST

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

2025 Chevrolet Silverado EV RST

Olean, NY

UnscoredInsufficient · 0
$66,12514,029 mi

Olean, NY

2026 Ford Mustang Mach-E Premium AWD

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

2026 Ford Mustang Mach-E Premium AWD

Jamestown, NY

UnscoredInsufficient · 4
$66,205Mileage not verified

Comparison: 4 similar vehicles

Jamestown, NY

2025 Ford F-150 Lightning Platinum

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

2025 Ford F-150 Lightning Platinum

Jamestown, NY

UnscoredInsufficient · 0
$76,8985,925 mi

Jamestown, NY

2027 Cadillac LYRIQ Signature Sport

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

2027 Cadillac LYRIQ Signature Sport

East Aurora, NY

UnscoredInsufficient · 3
$80,791Mileage not verified

Comparison: 3 similar vehicles

East Aurora, NY

2027 Cadillac LYRIQ Signature Luxury

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

2027 Cadillac LYRIQ Signature Luxury

East Aurora, NY

Fair PriceLimited · 17
$80,891Mileage not verified

Market: $78,357 – $81,628

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

East Aurora, NY

2027 Cadillac LYRIQ Signature Sport

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

2027 Cadillac LYRIQ Signature Sport

East Aurora, NY

UnscoredInsufficient · 3
$81,574Mileage not verified

Comparison: 3 similar vehicles

East Aurora, 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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