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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 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 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

54 listings found

2021 Tesla Model 3 Base

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

2021 Tesla Model 3 Base

Ronda, NC

UnscoredLimited · 7
$16,000119,402 mi

Comparison: 7 similar vehicles

Ronda, NC

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

Lenoir, NC

UnscoredLimited · 5
$18,90032,600 mi

Comparison: 5 similar vehicles

Lenoir, NC

2024 Polestar 2 Plus

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

2024 Polestar 2 Plus

Lenoir, NC

UnscoredInsufficient · 0
$20,70035,915 mi

Lenoir, NC

2022 Tesla Model 3 Base

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

2022 Tesla Model 3 Base

Township of Taylorsville, NC

Fair PriceLimited · 12
$20,99589,878 mi

Market: $15,900 – $26,999

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 97 days listed (based on current market benchmarks)

Township of Taylorsville, NC

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

West Jefferson, NC

UnscoredLimited · 8
$21,27230,746 mi

Comparison: 8 similar vehicles

West Jefferson, NC

2024 Ford Mustang Mach-E Select RWD

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

2024 Ford Mustang Mach-E Select RWD

Boone, NC

UnscoredInsufficient · 0
$24,89927,232 mi

Boone, NC

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

Township of Taylorsville, NC

UnscoredLimited · 8
$24,99596,575 mi

Comparison: 8 similar vehicles

Township of Taylorsville, NC

2023 Ford Mustang Mach-E Select RWD

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

2023 Ford Mustang Mach-E Select RWD

Wilkesboro, NC

Fair PriceModerate · 27
$26,20132,689 mi

Market: $25,150 – $26,394

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Wilkesboro, NC

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

Woodlawn, VA

Fair PriceRobust · 60
$26,36827,546 mi

Market: $24,626 – $28,995

Comparison: 60 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Woodlawn, VA

2024 Nissan ARIYA Evolve+

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

2024 Nissan ARIYA Evolve+

Boone, NC

UnscoredInsufficient · 3
$26,67416,655 mi

Comparison: 3 similar vehicles

Boone, NC

2022 Ford Mustang Mach-E Premium RWD

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

2022 Ford Mustang Mach-E Premium RWD

West Jefferson, NC

UnscoredInsufficient · 0
$29,11733,636 mi

West Jefferson, NC

2022 Tesla Model Y Long Range

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

2022 Tesla Model Y Long Range

Pulaski, VA

Fair PriceRobust · 142
$29,90074,608 mi

Market: $14,498 – $31,938

Comparison: 142 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Pulaski, VA

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Woodlawn, VA

Fair PriceRobust · 193
$29,990Mileage not verified

Market: $25,751 – $35,255

Comparison: 193 similar vehicles

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

Woodlawn, VA

2026 Toyota bZ XLE

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

2026 Toyota bZ XLE

North Wilkesboro, NC

UnscoredLimited · 7
$30,88811,278 mi

Comparison: 7 similar vehicles

North Wilkesboro, NC

2027 Chevrolet Bolt RS

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

2027 Chevrolet Bolt RS

West Jefferson, NC

Fair PriceRobust · 205
$31,383Mileage not verified

Market: $30,833 – $39,439

Comparison: 205 similar vehicles

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

West Jefferson, NC

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

West Jefferson, NC

Great DealRobust · 111
$32,90038,899 mi

Market: $33,998 – $40,998

Comparison: 111 similar vehicles

Competitively priced ~3% below the typical range compared to similar vehicles · 103 days listed (based on current market benchmarks)

West Jefferson, NC

2023 BMW i4 40

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

2023 BMW i4 40

Lenoir, NC

UnscoredInsufficient · 4
$33,50029,968 mi

Comparison: 4 similar vehicles

Lenoir, NC

2026 Toyota bZ XLE

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

2026 Toyota bZ XLE

Wytheville, VA

UnscoredInsufficient · 3
$33,86111,599 mi

Comparison: 3 similar vehicles

Wytheville, VA

2023 Ford Mustang Mach-E GT AWD

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

2023 Ford Mustang Mach-E GT AWD

Mount Airy, NC

UnscoredInsufficient · 4
$35,00026,685 mi

Comparison: 4 similar vehicles

Mount Airy, NC

2027 Chevrolet Bolt RS

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

2027 Chevrolet Bolt RS

Boone, NC

Fair PriceModerate · 48
$37,258Mileage not verified

Market: $30,492 – $41,103

Comparison: 48 similar vehicles

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

Boone, NC

2026 Toyota bZ XLE

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

2026 Toyota bZ XLE

North Wilkesboro, NC

UnscoredLimited · 5
$40,259Mileage not verified

Comparison: 5 similar vehicles

North Wilkesboro, NC

2026 Toyota bZ XLE

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

2026 Toyota bZ XLE

Mount Airy, NC

Fair PriceRobust · 91
$41,391Mileage not verified

Market: $33,265 – $47,178

Comparison: 91 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 162 days listed (based on current market benchmarks)

Mount Airy, NC

2024 Kia EV9 GT-Line

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

2024 Kia EV9 GT-Line

Lenoir, NC

UnscoredInsufficient · 4
$43,70026,361 mi

Comparison: 4 similar vehicles

Lenoir, NC

2027 Hyundai IONIQ 5 SE

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

2027 Hyundai IONIQ 5 SE

Wytheville, VA

Fair PriceModerate · 32
$43,940Mileage not verified

Market: $35,289 – $44,265

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Wytheville, VA

2026 Chevrolet Equinox EV 2LT

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

2026 Chevrolet Equinox EV 2LT

West Jefferson, NC

Fair PriceRobust · 105
$44,0232,126 mi

Market: $35,782 – $51,044

Comparison: 105 similar vehicles

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

West Jefferson, NC

2027 Hyundai IONIQ 5 SEL

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

2027 Hyundai IONIQ 5 SEL

North Wilkesboro, NC

Fair PriceRobust · 55
$44,414Mileage not verified

Market: $39,955 – $47,695

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

North Wilkesboro, NC

2026 Toyota bZ XLE

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

2026 Toyota bZ XLE

Boone, NC

UnscoredInsufficient · 3
$44,972Mileage not verified

Comparison: 3 similar vehicles

Boone, NC

2026 Toyota bZ XLE

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

2026 Toyota bZ XLE

Boone, NC

UnscoredInsufficient · 4
$45,441Mileage not verified

Comparison: 4 similar vehicles

Boone, NC

2027 Hyundai IONIQ 5 SEL

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

2027 Hyundai IONIQ 5 SEL

Wytheville, VA

OverpricedLimited · 10
$47,540Mileage not verified

Market: $40,890 – $47,124

Comparison: 10 similar vehicles

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

Wytheville, VA

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

Lenoir, NC

Fair PriceLimited · 19
$48,165Mileage not verified

Market: $39,074 – $50,919

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Lenoir, NC

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

Wytheville, VA

Fair PriceRobust · 310
$48,372Mileage not verified

Market: $45,482 – $61,547

Comparison: 310 similar vehicles

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

Wytheville, VA

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

North Wilkesboro, NC

Fair PriceModerate · 46
$49,066Mileage not verified

Market: $47,501 – $52,975

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

North Wilkesboro, NC

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

Lenoir, NC

Fair PriceLimited · 19
$49,160Mileage not verified

Market: $39,074 – $50,919

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Lenoir, NC

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

Wytheville, VA

Fair PriceRobust · 310
$49,577Mileage not verified

Market: $45,482 – $61,547

Comparison: 310 similar vehicles

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

Wytheville, VA

2026 Toyota bZ Woodland

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

2026 Toyota bZ Woodland

Boone, NC

UnscoredInsufficient · 3
$49,579Mileage not verified

Comparison: 3 similar vehicles

Boone, NC

2026 Toyota bZ Woodland

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

2026 Toyota bZ Woodland

Boone, NC

UnscoredInsufficient · 3
$49,588Mileage not verified

Comparison: 3 similar vehicles

Boone, NC

2026 Chevrolet Equinox EV 2LT

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

2026 Chevrolet Equinox EV 2LT

Woodlawn, VA

Fair PriceRobust · 103
$50,305101 mi

Market: $35,782 – $51,044

Comparison: 103 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Woodlawn, VA

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

Boone, NC

Fair PriceModerate · 42
$50,950Mileage not verified

Market: $48,354 – $52,975

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Boone, NC

2027 Hyundai IONIQ 5 Limited

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

2027 Hyundai IONIQ 5 Limited

Wytheville, VA

UnscoredInsufficient · 0
$51,845Mileage not verified

Wytheville, VA

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

Mount Airy, NC

Fair PriceModerate · 28
$51,872Mileage not verified

Market: $48,067 – $59,889

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 175 days listed (based on current market benchmarks)

Mount Airy, NC

2026 Chevrolet Blazer EV SS

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

2026 Chevrolet Blazer EV SS

Woodlawn, VA

UnscoredLimited · 7
$51,9503,996 mi

Comparison: 7 similar vehicles

Woodlawn, VA

2027 Cadillac OPTIQ Luxury

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

2027 Cadillac OPTIQ Luxury

Wytheville, VA

Fair PriceModerate · 34
$51,971Mileage not verified

Market: $52,046 – $59,611

Comparison: 34 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 84 days listed (based on current market benchmarks)

Wytheville, VA

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

Mount Airy, NC

Fair PriceModerate · 44
$52,053Mileage not verified

Market: $47,501 – $52,975

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 117 days listed (based on current market benchmarks)

Mount Airy, NC

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

Wytheville, VA

UnscoredLimited · 6
$53,798Mileage not verified

Comparison: 6 similar vehicles

Wytheville, VA

2025 Chevrolet Blazer EV Fleet

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

2025 Chevrolet Blazer EV Fleet

Boone, NC

UnscoredInsufficient · 4
$54,462851 mi

Comparison: 4 similar vehicles

Boone, NC

2027 Cadillac OPTIQ Sport

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

2027 Cadillac OPTIQ Sport

Wytheville, VA

Fair PriceRobust · 97
$56,019Mileage not verified

Market: $53,534 – $64,379

Comparison: 97 similar vehicles

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

Wytheville, VA

2026 Cadillac LYRIQ Sport

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

2026 Cadillac LYRIQ Sport

West Jefferson, NC

UnscoredInsufficient · 0
$60,6856,102 mi

West Jefferson, NC

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

Wytheville, VA

UnscoredInsufficient · 0
$64,000Mileage not verified

Wytheville, VA

2027 Chevrolet Blazer EV SS

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

2027 Chevrolet Blazer EV SS

Boone, NC

UnscoredInsufficient · 0
$65,849Mileage not verified

Boone, NC

2027 Cadillac LYRIQ Luxury

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

2027 Cadillac LYRIQ Luxury

Boone, NC

Fair PriceModerate · 24
$66,819Mileage not verified

Market: $62,419 – $67,828

Comparison: 24 similar vehicles

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

Boone, NC

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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