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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 31, 2026

6.1M+

Unique vehicles analyzed

as of October 31, 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

172 listings found

2018 Chevrolet Bolt EV Premier

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

2018 Chevrolet Bolt EV Premier

Southern Pines, NC

UnscoredInsufficient · 0
$13,32774,261 mi

Southern Pines, NC

2023 Chevrolet Bolt EV LT

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

2023 Chevrolet Bolt EV LT

Sanford, NC

Unscored
$17,40064,959 mi

Comparison: 5 similar vehicles

Sanford, NC

2021 Hyundai Kona EV SEL

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

2021 Hyundai Kona EV SEL

Sanford, NC

UnscoredInsufficient · 0
$17,70025,985 mi

Sanford, NC

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

Sanford, NC

Unscored
$18,695148,757 mi

Comparison: 15 similar vehicles

Sanford, NC

2018 Tesla Model S 75D

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

2018 Tesla Model S 75D

Fayetteville, NC

Unscored
$18,999124,946 mi

Comparison: 6 similar vehicles

Fayetteville, NC

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

Sanford, NC

UnscoredInsufficient · 0
$20,00076,740 mi

Sanford, NC

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

Southern Pines, NC

Unscored
$20,64489,971 mi

Comparison: 7 similar vehicles

Southern Pines, NC

2023 Hyundai IONIQ 5 SE

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

2023 Hyundai IONIQ 5 SE

Lumberton, NC

UnscoredInsufficient · 0
$20,79947,238 mi

Lumberton, NC

2022 Chevrolet Bolt EUV Premier

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

2022 Chevrolet Bolt EUV Premier

Sanford, NC

UnscoredInsufficient · 0
$21,00046,024 mi

Sanford, NC

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

Sanford, NC

Fair PriceLimited · 15
$22,30081,854 mi

Market: $18,695 – $25,587

Comparison: 15 similar vehicles

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

Sanford, NC

2016 Tesla Model S 60D

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

2016 Tesla Model S 60D

Fayetteville, NC

UnscoredInsufficient · 0
$22,67667,151 mi

Fayetteville, NC

2023 Subaru SOLTERRA Limited

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

2023 Subaru SOLTERRA Limited

Southern Pines, NC

Fair PriceLimited · 11
$22,79912,289 mi

Market: $21,897 – $23,294

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Southern Pines, NC

2017 Tesla Model X 90D

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

2017 Tesla Model X 90D

Sanford, NC

Great DealModerate · 28
$22,99982,681 mi

Market: $23,889 – $24,588

Comparison: 28 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 203 days listed (based on current market benchmarks)

Sanford, 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

Sanford, NC

Unscored
$23,396106,513 mi

Comparison: 8 similar vehicles

Sanford, NC

2024 Nissan ARIYA Engage

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

2024 Nissan ARIYA Engage

Sanford, NC

Unscored
$23,79016,282 mi

Comparison: 8 similar vehicles

Sanford, NC

2025 Toyota bZ4X XLE

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

2025 Toyota bZ4X XLE

Sanford, NC

UnscoredInsufficient · 0
$24,70025,441 mi

Sanford, NC

2024 Toyota bZ4X XLE

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

2024 Toyota bZ4X XLE

Sanford, NC

Unscored
$24,79019,818 mi

Comparison: 5 similar vehicles

Sanford, NC

2024 Kia EV6 Light

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

2024 Kia EV6 Light

Sanford, NC

UnscoredInsufficient · 3
$24,79015,164 mi

Comparison: 3 similar vehicles

Sanford, NC

2024 Chevrolet Equinox EV LT

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

2024 Chevrolet Equinox EV LT

Albemarle, NC

Fair PriceRobust · 83
$24,97613,738 mi

Market: $23,819 – $27,643

Comparison: 83 similar vehicles

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

Albemarle, NC

2024 Honda Prologue EX

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

2024 Honda Prologue EX

Sanford, NC

Unscored
$25,00011,284 mi

Comparison: 8 similar vehicles

Sanford, NC

2023 Hyundai IONIQ 5 SEL

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

2023 Hyundai IONIQ 5 SEL

Sanford, NC

UnscoredInsufficient · 4
$25,10030,099 mi

Comparison: 4 similar vehicles

Sanford, NC

2022 Audi e-tron Sportback Premium Plus

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

2022 Audi e-tron Sportback Premium Plus

Sanford, NC

UnscoredInsufficient · 0
$25,49351,287 mi

Sanford, NC

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

Sanford, NC

OverpricedLimited · 15
$25,58783,080 mi

Market: $18,695 – $24,700

Comparison: 15 similar vehicles

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

Sanford, NC

2023 Hyundai IONIQ 5 SEL

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

2023 Hyundai IONIQ 5 SEL

Sanford, NC

UnscoredInsufficient · 4
$25,70035,020 mi

Comparison: 4 similar vehicles

Sanford, NC

2023 Polestar 2 Performance

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

2023 Polestar 2 Performance

Sanford, NC

Unscored
$25,70031,205 mi

Comparison: 5 similar vehicles

Sanford, NC

2023 Nissan Ariya Evolve+

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

2023 Nissan Ariya Evolve+

Fayetteville, NC

Unscored
$25,99826,122 mi

Comparison: 5 similar vehicles

Fayetteville, NC

2019 Tesla Model 3 Long Range

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

2019 Tesla Model 3 Long Range

Sanford, NC

UnscoredInsufficient · 0
$26,00045,686 mi

Sanford, NC

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Fayetteville, NC

Unscored
$26,327Mileage not verified

Comparison: 6 similar vehicles

Fayetteville, NC

2023 Hyundai IONIQ 5 SEL

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

2023 Hyundai IONIQ 5 SEL

Sanford, NC

UnscoredInsufficient · 4
$26,40031,614 mi

Comparison: 4 similar vehicles

Sanford, NC

2023 Ford Mustang Mach-E Select AWD

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

2023 Ford Mustang Mach-E Select AWD

Lumberton, NC

UnscoredInsufficient · 0
$26,59846,497 mi

Lumberton, NC

2024 Kia EV6 Light L/R

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

2024 Kia EV6 Light L/R

Southern Pines, NC

UnscoredInsufficient · 0
$26,7409,945 mi

Southern Pines, NC

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

Sanford, NC

Fair PriceLimited · 16
$26,79027,961 mi

Market: $25,199 – $28,300

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Sanford, NC

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

Sanford, NC

Fair PriceLimited · 16
$27,29014,763 mi

Market: $24,104 – $27,437

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Sanford, NC

2023 Hyundai IONIQ 5 SEL

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

2023 Hyundai IONIQ 5 SEL

Sanford, NC

Fair PriceModerate · 30
$27,50025,901 mi

Market: $23,999 – $28,597

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Sanford, 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

Sanford, NC

Unscored
$27,658136,845 mi

Comparison: 17 similar vehicles

Sanford, NC

2024 Kia EV6 Wind

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

2024 Kia EV6 Wind

Sanford, NC

Fair PriceLimited · 12
$27,70029,134 mi

Market: $24,299 – $27,790

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 days listed (based on current market benchmarks)

Sanford, NC

2024 Honda Prologue Touring

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

2024 Honda Prologue Touring

Southern Pines, NC

Fair PriceModerate · 22
$27,99812,043 mi

Market: $24,998 – $29,998

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Southern Pines, NC

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

Fayetteville, NC

UnscoredInsufficient · 4
$27,99858,153 mi

Comparison: 4 similar vehicles

Fayetteville, NC

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

Sanford, NC

Fair PriceRobust · 81
$28,10062,994 mi

Market: $19,995 – $28,998

Comparison: 81 similar vehicles

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

Sanford, 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

Southern Pines, NC

UnscoredInsufficient · 4
$28,29980,960 mi

Comparison: 4 similar vehicles

Southern Pines, NC

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

Sanford, NC

Fair PriceRobust · 81
$28,50064,329 mi

Market: $19,995 – $28,998

Comparison: 81 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Sanford, NC

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

Sanford, NC

UnscoredInsufficient · 4
$28,51755,496 mi

Comparison: 4 similar vehicles

Sanford, NC

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Lillington, NC

Fair PriceModerate · 46
$28,789Mileage not verified

Market: $26,327 – $35,170

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Lillington, NC

2023 Hyundai IONIQ 6 SEL

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

2023 Hyundai IONIQ 6 SEL

Fayetteville, NC

Unscored
$28,99814,897 mi

Comparison: 6 similar vehicles

Fayetteville, NC

2023 Volvo XC40 Plus

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

2023 Volvo XC40 Plus

Sanford, NC

Unscored
$29,00015,664 mi

Comparison: 14 similar vehicles

Sanford, NC

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

Sanford, NC

Unscored
$29,40020,805 mi

Comparison: 9 similar vehicles

Sanford, NC

2018 Tesla Model S 75D

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

2018 Tesla Model S 75D

Sanford, NC

Unscored
$29,45369,624 mi

Comparison: 7 similar vehicles

Sanford, NC

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Lumberton, NC

Fair PriceRobust · 251
$29,788Mileage not verified

Market: $25,791 – $35,255

Comparison: 251 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 85 days listed (based on current market benchmarks)

Lumberton, NC

2023 GENESIS GV60 Performance

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

2023 GENESIS GV60 Performance

Sanford, NC

UnscoredInsufficient · 0
$29,79057,225 mi

Sanford, NC

2024 Chevrolet Blazer EV RS

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

2024 Chevrolet Blazer EV RS

Albemarle, NC

OverpricedLimited · 19
$29,9767,964 mi

Market: $28,851 – $29,750

Comparison: 19 similar vehicles

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

Albemarle, 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.
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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