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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 16, 2026

5.9M+

Unique vehicles analyzed

as of October 15, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

206 listings found

2013 Nissan LEAF S

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

2013 Nissan LEAF S

Gainesville, GA

UnscoredLimited · 7
$4,49073,861 mi

Comparison: 7 similar vehicles

Gainesville, GA

2018 Tesla Model 3 Long Range

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

2018 Tesla Model 3 Long Range

Greenville, SC

UnscoredInsufficient · 3
$13,999140,667 mi

Comparison: 3 similar vehicles

Greenville, SC

2019 Tesla Model 3 Base

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

2019 Tesla Model 3 Base

Greenville, SC

Fair PriceModerate · 29
$15,085127,846 mi

Market: $11,995 – $22,247

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Greenville, SC

2018 Tesla Model 3 Long Range

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

2018 Tesla Model 3 Long Range

Easley, SC

UnscoredInsufficient · 3
$17,350104,889 mi

Comparison: 3 similar vehicles

Easley, SC

2018 Tesla Model X 75D

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

2018 Tesla Model X 75D

Gainesville, GA

UnscoredInsufficient · 4
$17,99585,842 mi

Comparison: 4 similar vehicles

Gainesville, GA

2016 Tesla Model X 90D

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

2016 Tesla Model X 90D

Gainesville, GA

UnscoredLimited · 17
$20,737128,882 mi

Comparison: 17 similar vehicles

Gainesville, GA

2019 Tesla Model 3 Base

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

2019 Tesla Model 3 Base

Piedmont, SC

UnscoredInsufficient · 3
$21,45070,934 mi

Comparison: 3 similar vehicles

Piedmont, SC

2024 Volkswagen ID.4 S

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

2024 Volkswagen ID.4 S

Greenville, SC

UnscoredInsufficient · 0
$22,99827,125 mi

Greenville, SC

2022 Hyundai IONIQ 5 SE

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

2022 Hyundai IONIQ 5 SE

Greenville, SC

UnscoredInsufficient · 0
$22,99837,632 mi

Greenville, SC

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

Athens, GA

UnscoredLimited · 8
$22,99888,856 mi

Comparison: 8 similar vehicles

Athens, GA

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

Alto, GA

UnscoredInsufficient · 0
$23,31732,558 mi

Alto, GA

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

Greenville, SC

Fair PriceModerate · 36
$23,49846,824 mi

Market: $20,987 – $24,496

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Greenville, SC

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

Bogart, GA

UnscoredLimited · 6
$23,88535,173 mi

Comparison: 6 similar vehicles

Bogart, GA

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

Greenville, SC

UnscoredLimited · 9
$24,89633,980 mi

Comparison: 9 similar vehicles

Greenville, SC

2023 Volkswagen ID.4 S

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

2023 Volkswagen ID.4 S

Gainesville, GA

UnscoredInsufficient · 0
$24,9989,350 mi

Gainesville, GA

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

Athens, GA

UnscoredInsufficient · 4
$24,99825,040 mi

Comparison: 4 similar vehicles

Athens, GA

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

Gainesville, GA

Fair PriceModerate · 29
$25,58924,498 mi

Market: $21,000 – $27,550

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Gainesville, GA

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

Gainesville, GA

Fair PriceModerate · 29
$25,88923,322 mi

Market: $21,000 – $27,550

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Gainesville, GA

2024 Nissan ARIYA Engage+

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

2024 Nissan ARIYA Engage+

Greenville, SC

UnscoredInsufficient · 0
$25,99825,585 mi

Greenville, SC

2024 Nissan ARIYA Engage+

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

2024 Nissan ARIYA Engage+

Greenville, SC

UnscoredLimited · 9
$25,99819,136 mi

Comparison: 9 similar vehicles

Greenville, SC

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

Bogart, GA

UnscoredInsufficient · 0
$26,12383,898 mi

Bogart, GA

2024 Chevrolet Equinox EV RS

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

2024 Chevrolet Equinox EV RS

Alto, GA

UnscoredLimited · 7
$26,23514,865 mi

Comparison: 7 similar vehicles

Alto, GA

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

Gainesville, GA

Fair PriceModerate · 40
$26,59565,752 mi

Market: $18,977 – $27,201

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Gainesville, GA

2024 Honda Prologue Touring

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

2024 Honda Prologue Touring

Athens, GA

UnscoredLimited · 6
$26,87938,120 mi

Comparison: 6 similar vehicles

Athens, GA

2024 Nissan ARIYA Engage+

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

2024 Nissan ARIYA Engage+

Greenville, SC

UnscoredLimited · 9
$26,99812,037 mi

Comparison: 9 similar vehicles

Greenville, SC

2023 Hyundai IONIQ 6 Limited

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

2023 Hyundai IONIQ 6 Limited

Greenville, SC

UnscoredInsufficient · 0
$26,99855,347 mi

Greenville, SC

2025 Chevrolet Equinox EV LT

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

2025 Chevrolet Equinox EV LT

Greenville, SC

UnscoredLimited · 5
$27,99820,377 mi

Comparison: 5 similar vehicles

Greenville, SC

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

Greenville, SC

UnscoredInsufficient · 3
$27,9987,331 mi

Comparison: 3 similar vehicles

Greenville, SC

2023 Nissan Ariya Evolve+

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

2023 Nissan Ariya Evolve+

Greenville, SC

UnscoredLimited · 7
$27,99812,929 mi

Comparison: 7 similar vehicles

Greenville, SC

2018 Tesla Model X 100D

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

2018 Tesla Model X 100D

West Union, SC

UnscoredInsufficient · 4
$28,114102,432 mi

Comparison: 4 similar vehicles

West Union, SC

2020 Tesla Model Y Long Range

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

2020 Tesla Model Y Long Range

Greenville, SC

Fair PriceModerate · 41
$28,49862,792 mi

Market: $17,500 – $30,886

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Greenville, SC

2022 Tesla Model 3 Performance

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

2022 Tesla Model 3 Performance

Greenville, SC

Fair PriceLimited · 16
$28,69964,584 mi

Market: $23,399 – $32,005

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Greenville, SC

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

West Union, SC

Fair PriceRobust · 209
$28,746Mileage not verified

Market: $25,279 – $38,464

Comparison: 209 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

West Union, SC

2023 Volvo C40 Ultimate

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

2023 Volvo C40 Ultimate

Athens, GA

Fair PriceLimited · 12
$28,79419,155 mi

Market: $29,193 – $30,495

Comparison: 12 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 35 days listed (based on current market benchmarks)

Athens, GA

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

Greenville, SC

Fair PriceRobust · 145
$28,80869,751 mi

Market: $14,997 – $30,757

Comparison: 145 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Greenville, SC

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

Clayton, GA

Fair PriceRobust · 128
$28,99273,127 mi

Market: $14,997 – $30,757

Comparison: 128 similar vehicles

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

Clayton, GA

2024 Kia EV6 Wind

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

2024 Kia EV6 Wind

Greenville, SC

Fair PriceLimited · 11
$28,99815,341 mi

Market: $24,196 – $30,998

Comparison: 11 similar vehicles

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

Greenville, SC

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

Greenville, SC

Fair PriceRobust · 85
$28,99864,657 mi

Market: $15,000 – $29,991

Comparison: 85 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Greenville, SC

2023 Volvo XC40 Ultimate

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

2023 Volvo XC40 Ultimate

Greenville, SC

Fair PriceRobust · 63
$29,39635,774 mi

Market: $24,398 – $32,176

Comparison: 63 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Greenville, SC

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

Gainesville, GA

Fair PriceLimited · 17
$29,83723,414 mi

Market: $28,014 – $31,082

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 113 days listed (based on current market benchmarks)

Gainesville, GA

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

Bogart, GA

UnscoredInsufficient · 4
$29,89619,975 mi

Comparison: 4 similar vehicles

Bogart, GA

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

Alto, GA

Great DealModerate · 35
$29,97956,995 mi

Market: $31,169 – $38,986

Comparison: 35 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 63 days listed (based on current market benchmarks)

Alto, GA

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

Cornelia, GA

Fair PriceLimited · 12
$29,99535,795 mi

Market: $28,689 – $34,597

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Cornelia, GA

2024 Mercedes-Benz EQB Base

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

2024 Mercedes-Benz EQB Base

Greenville, SC

UnscoredLimited · 6
$29,99844,988 mi

Comparison: 6 similar vehicles

Greenville, SC

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

Anderson, SC

Fair PriceRobust · 108
$30,57763,580 mi

Market: $22,000 – $32,993

Comparison: 108 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Anderson, SC

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

Gainesville, GA

UnscoredInsufficient · 3
$30,99818,334 mi

Comparison: 3 similar vehicles

Gainesville, GA

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Greenville, SC

UnscoredLimited · 8
$31,324Mileage not verified

Comparison: 8 similar vehicles

Greenville, SC

2023 Audi Q4 e-tron Premium Plus

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

2023 Audi Q4 e-tron Premium Plus

Greenville, SC

OverpricedLimited · 15
$31,49423,015 mi

Market: $26,796 – $28,794

Comparison: 15 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Greenville, SC

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

Gainesville, GA

UnscoredInsufficient · 4
$31,99077,683 mi

Comparison: 4 similar vehicles

Gainesville, GA

2023 Tesla Model 3 Base

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

2023 Tesla Model 3 Base

Athens, GA

UnscoredInsufficient · 3
$31,99819,924 mi

Comparison: 3 similar vehicles

Athens, GA

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, and mileage is not used to select comparables or adjust comparable prices, but acts as a reliability check on used vehicles — OAV withholds a verdict when mileage is very high or unreliable, or when a lower price is better explained by higher-than-typical mileage than by a genuine market discount. 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 verdict thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io verdict, its eligibility or a listing's placement on OAV.io.

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 manage their profile, 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, exports, and enhanced merchandising.
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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