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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 21, 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

64 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

Fayetteville, AR

UnscoredLimited · 5
$13,13319,893 mi

Comparison: 5 similar vehicles

Fayetteville, AR

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Fayetteville, AR

UnscoredInsufficient · 4
$14,63321,546 mi

Comparison: 4 similar vehicles

Fayetteville, AR

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Fayetteville, AR

UnscoredLimited · 5
$15,63319,955 mi

Comparison: 5 similar vehicles

Fayetteville, AR

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Fayetteville, AR

UnscoredLimited · 5
$15,93310,871 mi

Comparison: 5 similar vehicles

Fayetteville, AR

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

Farmington, AR

UnscoredInsufficient · 0
$19,6885,935 mi

Farmington, AR

2023 Polestar 2 Base

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

2023 Polestar 2 Base

Fayetteville, AR

UnscoredInsufficient · 4
$19,93334,337 mi

Comparison: 4 similar vehicles

Fayetteville, AR

2024 Nissan ARIYA Engage

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

2024 Nissan ARIYA Engage

Fayetteville, AR

UnscoredLimited · 5
$20,03320,261 mi

Comparison: 5 similar vehicles

Fayetteville, AR

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

Fayetteville, AR

UnscoredInsufficient · 0
$21,49936,545 mi

Fayetteville, AR

2023 Kia EV6 Wind

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

2023 Kia EV6 Wind

Fort Smith, AR

UnscoredInsufficient · 0
$22,99952,552 mi

Fort Smith, AR

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

Fayetteville, AR

Fair PriceLimited · 12
$23,92414,377 mi

Market: $23,287 – $29,888

Comparison: 12 similar vehicles

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

Fayetteville, AR

2024 Nissan ARIYA Evolve+

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

2024 Nissan ARIYA Evolve+

Russellville, AR

UnscoredInsufficient · 0
$24,98942,499 mi

Russellville, AR

2025 Chevrolet Equinox EV 1LT

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

2025 Chevrolet Equinox EV 1LT

Fayetteville, AR

UnscoredInsufficient · 0
$24,99927,891 mi

Fayetteville, AR

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

Danville, AR

UnscoredInsufficient · 3
$25,09620,050 mi

Comparison: 3 similar vehicles

Danville, AR

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

Danville, AR

UnscoredInsufficient · 3
$25,11222,359 mi

Comparison: 3 similar vehicles

Danville, AR

2023 Toyota bZ4X Limited

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

2023 Toyota bZ4X Limited

Fort Smith, AR

UnscoredInsufficient · 0
$25,87425,448 mi

Fort Smith, AR

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

Fort Smith, AR

UnscoredInsufficient · 0
$26,12945,850 mi

Fort Smith, AR

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

Danville, AR

Fair PriceLimited · 10
$26,56712,889 mi

Market: $25,879 – $28,998

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Danville, AR

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

Springdale, AR

UnscoredInsufficient · 0
$26,88827,150 mi

Springdale, AR

2024 Kia EV6 GT-Line

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

2024 Kia EV6 GT-Line

Fayetteville, AR

UnscoredLimited · 6
$28,49926,406 mi

Comparison: 6 similar vehicles

Fayetteville, AR

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

Fayetteville, AR

UnscoredLimited · 6
$28,93383,384 mi

Comparison: 6 similar vehicles

Fayetteville, AR

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Van Buren, AR

UnscoredLimited · 5
$29,990Mileage not verified

Comparison: 5 similar vehicles

Van Buren, AR

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Charleston, AR

Fair PriceRobust · 69
$30,030Mileage not verified

Market: $26,775 – $36,354

Comparison: 69 similar vehicles

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

Charleston, AR

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Fayetteville, AR

Fair PriceLimited · 10
$30,365Mileage not verified

Market: $29,124 – $33,635

Comparison: 10 similar vehicles

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

Fayetteville, AR

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Van Buren, AR

UnscoredLimited · 5
$30,825Mileage not verified

Comparison: 5 similar vehicles

Van Buren, AR

2022 Tesla Model Y Performance

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

2022 Tesla Model Y Performance

Fayetteville, AR

UnscoredLimited · 6
$33,97646,174 mi

Comparison: 6 similar vehicles

Fayetteville, AR

2023 Mercedes-Benz EQB Base

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

2023 Mercedes-Benz EQB Base

Fayetteville, AR

UnscoredInsufficient · 0
$34,12435,596 mi

Fayetteville, AR

2025 Hyundai Kona EV SEL

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

2025 Hyundai Kona EV SEL

Fayetteville, AR

UnscoredInsufficient · 0
$34,560Mileage not verified

Fayetteville, AR

2023 Mercedes-Benz EQE SUV Base

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

2023 Mercedes-Benz EQE SUV Base

Fayetteville, AR

UnscoredLimited · 5
$35,99032,734 mi

Comparison: 5 similar vehicles

Fayetteville, AR

2023 Mercedes-Benz EQE SUV Base

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

2023 Mercedes-Benz EQE SUV Base

Fayetteville, AR

UnscoredInsufficient · 4
$35,99028,558 mi

Comparison: 4 similar vehicles

Fayetteville, AR

2023 Ford F-150 Lightning Pro

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

2023 Ford F-150 Lightning Pro

Fort Smith, AR

UnscoredInsufficient · 0
$37,78611,594 mi

Fort Smith, AR

2026 Toyota bZ XLE

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

2026 Toyota bZ XLE

Fort Smith, AR

Fair PriceModerate · 46
$37,988Mileage not verified

Market: $37,988 – $43,906

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Fort Smith, AR

2026 Toyota bZ XLE

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

2026 Toyota bZ XLE

Fort Smith, AR

Fair PriceModerate · 46
$37,988Mileage not verified

Market: $37,988 – $43,906

Comparison: 46 similar vehicles

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

Fort Smith, AR

2025 Ford Mustang Mach-E Premium RWD

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

2025 Ford Mustang Mach-E Premium RWD

Farmington, AR

UnscoredInsufficient · 0
$38,0005,929 mi

Farmington, AR

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

Russellville, AR

UnscoredLimited · 7
$39,086Mileage not verified

Comparison: 7 similar vehicles

Russellville, AR

2023 Mercedes-Benz EQS Base

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

2023 Mercedes-Benz EQS Base

Springdale, AR

UnscoredInsufficient · 0
$39,88831,062 mi

Springdale, AR

2025 Tesla Model Y Long Range

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

2025 Tesla Model Y Long Range

Fayetteville, AR

UnscoredInsufficient · 0
$41,56827,686 mi

Fayetteville, AR

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

Fort Smith, AR

Fair PriceRobust · 126
$41,849Mileage not verified

Market: $33,814 – $53,259

Comparison: 126 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 221 days listed (based on current market benchmarks)

Fort Smith, AR

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

Fort Smith, AR

Fair PriceRobust · 125
$41,8491,799 mi

Market: $33,814 – $53,259

Comparison: 125 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 221 days listed (based on current market benchmarks)

Fort Smith, AR

2021 Tesla Model S Long Range Plus

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

2021 Tesla Model S Long Range Plus

Fayetteville, AR

UnscoredInsufficient · 0
$42,63349,707 mi

Fayetteville, AR

2026 Toyota bZ Woodland

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

2026 Toyota bZ Woodland

Fort Smith, AR

Great DealModerate · 32
$43,488Mileage not verified

Market: $46,145 – $53,728

Comparison: 32 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 168 days listed (based on current market benchmarks)

Fort Smith, AR

2026 Ford Mustang Mach-E Select RWD

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

2026 Ford Mustang Mach-E Select RWD

Fort Smith, AR

OverpricedModerate · 31
$44,654Mileage not verified

Market: $34,132 – $43,900

Comparison: 31 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Fort Smith, AR

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

Fayetteville, AR

UnscoredInsufficient · 0
$44,78428,686 mi

Fayetteville, AR

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

Fort Smith, AR

Great DealLimited · 10
$45,988Mileage not verified

Market: $48,450 – $51,077

Comparison: 10 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 123 days listed (based on current market benchmarks)

Fort Smith, AR

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

Fayetteville, AR

UnscoredInsufficient · 0
$48,99021,810 mi

Fayetteville, AR

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

Russellville, AR

UnscoredLimited · 7
$49,019Mileage not verified

Comparison: 7 similar vehicles

Russellville, AR

2027 Cadillac OPTIQ Luxury

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

2027 Cadillac OPTIQ Luxury

Fort Smith, AR

Fair PriceLimited · 17
$53,259Mileage not verified

Market: $48,612 – $56,794

Comparison: 17 similar vehicles

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

Fort Smith, AR

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

Fayetteville, AR

UnscoredInsufficient · 4
$53,910Mileage not verified

Comparison: 4 similar vehicles

Fayetteville, AR

2023 Rivian R1S Adventure

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

2023 Rivian R1S Adventure

Fayetteville, AR

UnscoredInsufficient · 0
$54,99963,030 mi

Fayetteville, AR

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

Fort Smith, AR

OverpricedLimited · 15
$57,369Mileage not verified

Market: $46,911 – $57,255

Comparison: 15 similar vehicles

Fort Smith, AR

2026 GMC Sierra EV Elevation

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

2026 GMC Sierra EV Elevation

Russellville, AR

Fair PriceModerate · 28
$57,878Mileage not verified

Market: $56,534 – $80,104

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Russellville, AR

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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