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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

34 listings found

2017 Chevrolet Bolt EV LT

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

2017 Chevrolet Bolt EV LT

Williamsport, PA

UnscoredInsufficient · 0
$15,90027,219 mi

Williamsport, PA

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

Williamsport, PA

UnscoredInsufficient · 0
$16,90043,368 mi

Williamsport, PA

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

Mansfield, PA

UnscoredLimited · 6
$17,79013,760 mi

Comparison: 6 similar vehicles

Mansfield, PA

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

Sunbury, PA

OverpricedLimited · 12
$25,58021,810 mi

Market: $22,400 – $25,472

Comparison: 12 similar vehicles

Sunbury, PA

2023 Nissan Ariya Evolve+

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

2023 Nissan Ariya Evolve+

Berwick, PA

Fair PriceModerate · 39
$26,48524,189 mi

Market: $22,691 – $26,999

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Berwick, PA

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Muncy, PA

Fair PriceRobust · 727
$26,490Mileage not verified

Market: $25,665 – $36,745

Comparison: 727 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 194 days listed (based on current market benchmarks)

Muncy, PA

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

Muncy, PA

Fair PriceModerate · 46
$27,91540,291 mi

Market: $25,498 – $32,995

Comparison: 46 similar vehicles

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

Muncy, PA

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Danville, PA

UnscoredLimited · 5
$29,290Mileage not verified

Comparison: 5 similar vehicles

Danville, PA

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

Lykens, PA

Fair PriceModerate · 38
$33,58553,800 mi

Market: $23,999 – $34,998

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 180 days listed (based on current market benchmarks)

Lykens, PA

2027 Chevrolet Bolt RS

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

2027 Chevrolet Bolt RS

Danville, PA

UnscoredInsufficient · 4
$35,6755,212 mi

Comparison: 4 similar vehicles

Danville, PA

2027 Chevrolet Bolt RS

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

2027 Chevrolet Bolt RS

Bloomsburg, PA

Fair PriceRobust · 124
$35,835Mileage not verified

Market: $30,795 – $41,805

Comparison: 124 similar vehicles

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

Bloomsburg, PA

2024 Hyundai IONIQ 5 Limited

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

2024 Hyundai IONIQ 5 Limited

Selinsgrove, PA

Fair PriceRobust · 52
$35,99014,161 mi

Market: $29,798 – $36,659

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Selinsgrove, PA

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

Mansfield, PA

Fair PriceRobust · 60
$38,990Mileage not verified

Market: $38,168 – $53,880

Comparison: 60 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 136 days listed (based on current market benchmarks)

Mansfield, PA

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Muncy, PA

Fair PriceRobust · 253
$39,730Mileage not verified

Market: $35,814 – $44,452

Comparison: 253 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Muncy, PA

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

Muncy, PA

Fair PriceRobust · 67
$39,990Mileage not verified

Market: $38,168 – $53,880

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 140 days listed (based on current market benchmarks)

Muncy, PA

2026 Hyundai IONIQ 5 SEL

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

2026 Hyundai IONIQ 5 SEL

Muncy, PA

Fair PriceLimited · 17
$42,620Mileage not verified

Market: $43,260 – $47,962

Comparison: 17 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 143 days listed (based on current market benchmarks)

Muncy, PA

2026 Volvo EX30 Ultra

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

2026 Volvo EX30 Ultra

Berwick, PA

Fair PriceRobust · 244
$43,245Mileage not verified

Market: $39,536 – $55,539

Comparison: 244 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 377 days listed (based on current market benchmarks)

Berwick, PA

2025 Tesla Model Y Performance

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

2025 Tesla Model Y Performance

Muncy, PA

UnscoredLimited · 5
$45,39013,382 mi

Comparison: 5 similar vehicles

Muncy, PA

2026 Toyota bZ Woodland

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

2026 Toyota bZ Woodland

Muncy, PA

Fair PriceRobust · 307
$45,872Mileage not verified

Market: $45,278 – $51,588

Comparison: 307 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Muncy, PA

2025 Cadillac LYRIQ Sport 1

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

2025 Cadillac LYRIQ Sport 1

Bloomsburg, PA

UnscoredInsufficient · 0
$47,38011,774 mi

Bloomsburg, PA

2026 Chevrolet Blazer EV LT

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

2026 Chevrolet Blazer EV LT

Lewisburg, PA

Fair PriceRobust · 310
$47,467Mileage not verified

Market: $35,295 – $56,399

Comparison: 310 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 334 days listed (based on current market benchmarks)

Lewisburg, PA

2025 Volkswagen ID. Buzz PRO S

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

2025 Volkswagen ID. Buzz PRO S

Selinsgrove, PA

UnscoredLimited · 7
$47,99024,693 mi

Comparison: 7 similar vehicles

Selinsgrove, PA

2026 Toyota bZ Woodland Premium

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

2026 Toyota bZ Woodland Premium

Selinsgrove, PA

Fair PriceRobust · 94
$48,275Mileage not verified

Market: $47,774 – $52,483

Comparison: 94 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 174 days listed (based on current market benchmarks)

Selinsgrove, PA

2026 Toyota bZ Woodland Premium

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

2026 Toyota bZ Woodland Premium

Selinsgrove, PA

Fair PriceRobust · 94
$48,735Mileage not verified

Market: $47,774 – $52,483

Comparison: 94 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 118 days listed (based on current market benchmarks)

Selinsgrove, PA

2027 Toyota bZ Limited

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

2027 Toyota bZ Limited

Muncy, PA

Fair PriceModerate · 40
$48,859Mileage not verified

Market: $47,675 – $50,903

Comparison: 40 similar vehicles

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

Muncy, PA

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

Bloomsburg, PA

UnscoredLimited · 7
$49,407Mileage not verified

Comparison: 7 similar vehicles

Bloomsburg, PA

2025 Ford Mustang Mach-E GT AWD

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

2025 Ford Mustang Mach-E GT AWD

Berwick, PA

Fair PriceModerate · 36
$50,134Mileage not verified

Market: $48,799 – $63,430

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 383 days listed (based on current market benchmarks)

Berwick, PA

2025 BMW i4 M50

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

2025 BMW i4 M50

Muncy, PA

UnscoredInsufficient · 4
$51,98918,548 mi

Comparison: 4 similar vehicles

Muncy, PA

2024 GMC HUMMER EV 3X

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

2024 GMC HUMMER EV 3X

Williamsport, PA

Great DealLimited · 14
$55,000696 mi

Market: $71,500 – $101,194

Comparison: 14 similar vehicles

Competitively priced ~23% below the typical range compared to similar vehicles · 54 days listed (based on current market benchmarks)

Williamsport, PA

2027 Cadillac OPTIQ Luxury

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

2027 Cadillac OPTIQ Luxury

Lewisburg, PA

Fair PriceRobust · 275
$55,526Mileage not verified

Market: $50,226 – $59,420

Comparison: 275 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 88 days listed (based on current market benchmarks)

Lewisburg, PA

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

Selinsgrove, PA

UnscoredLimited · 7
$56,825Mileage not verified

Comparison: 7 similar vehicles

Selinsgrove, PA

2026 Chevrolet Equinox EV RS

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

2026 Chevrolet Equinox EV RS

Lock Haven, PA

OverpricedRobust · 97
$60,3701,963 mi

Market: $35,584 – $59,849

Comparison: 97 similar vehicles

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

Lock Haven, PA

2027 BMW iX3 50

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

2027 BMW iX3 50

Muncy, PA

Fair PriceRobust · 52
$71,240Mileage not verified

Market: $64,489 – $76,284

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Muncy, PA

2026 Cadillac LYRIQ V Premium

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

2026 Cadillac LYRIQ V Premium

Lewisburg, PA

Fair PriceModerate · 26
$87,890Mileage not verified

Market: $74,409 – $99,249

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 131 days listed (based on current market benchmarks)

Lewisburg, PA

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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