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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 19, 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

105 listings found

2022 Nissan LEAF SV Plus

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

2022 Nissan LEAF SV Plus

Warner Robins, GA

UnscoredInsufficient · 0
$16,99854,882 mi

Warner Robins, 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

Thomaston, GA

UnscoredModerate · 30
$17,000129,140 mi

Comparison: 30 similar vehicles

Thomaston, GA

2023 Nissan Ariya Engage

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

2023 Nissan Ariya Engage

Macon, GA

UnscoredInsufficient · 0
$18,97568,484 mi

Macon, GA

2022 Polestar 2 Base

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

2022 Polestar 2 Base

Macon, GA

UnscoredInsufficient · 0
$21,67542,303 mi

Macon, GA

2023 Polestar 2 Base

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

2023 Polestar 2 Base

Macon, GA

UnscoredInsufficient · 0
$23,69321,405 mi

Macon, GA

2024 Polestar 2 Base

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

2024 Polestar 2 Base

Macon, GA

UnscoredInsufficient · 4
$24,79317,700 mi

Comparison: 4 similar vehicles

Macon, GA

2024 Polestar 2 Base

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

2024 Polestar 2 Base

Macon, GA

Fair PriceLimited · 12
$24,99326,023 mi

Market: $23,893 – $28,964

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Macon, 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

Thomaston, GA

UnscoredLimited · 6
$25,00084,700 mi

Comparison: 6 similar vehicles

Thomaston, GA

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

Macon, GA

UnscoredInsufficient · 3
$25,29520,372 mi

Comparison: 3 similar vehicles

Macon, GA

2024 Polestar 2 Plus

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

2024 Polestar 2 Plus

Macon, GA

UnscoredInsufficient · 4
$25,49322,876 mi

Comparison: 4 similar vehicles

Macon, GA

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

Macon, GA

UnscoredInsufficient · 3
$25,87520,627 mi

Comparison: 3 similar vehicles

Macon, GA

2017 Tesla Model S P100D

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

2017 Tesla Model S P100D

Hawkinsville, GA

UnscoredInsufficient · 0
$26,00094,012 mi

Hawkinsville, GA

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

Macon, GA

Fair PriceLimited · 15
$26,18825,414 mi

Market: $24,620 – $29,186

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Macon, GA

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

Macon, GA

Fair PriceModerate · 29
$26,64831,219 mi

Market: $21,500 – $27,136

Comparison: 29 similar vehicles

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

Macon, 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

Perry, GA

Fair PriceModerate · 40
$26,97015,996 mi

Market: $23,795 – $29,995

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Perry, GA

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

Macon, GA

UnscoredInsufficient · 4
$26,9984,814 mi

Comparison: 4 similar vehicles

Macon, 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

Warner Robins, GA

UnscoredLimited · 7
$26,99821,086 mi

Comparison: 7 similar vehicles

Warner Robins, GA

2023 Cadillac LYRIQ Luxury

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

2023 Cadillac LYRIQ Luxury

Macon, GA

UnscoredInsufficient · 0
$26,99860,725 mi

Macon, GA

2023 Polestar 2 Performance

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

2023 Polestar 2 Performance

Macon, GA

OverpricedLimited · 14
$27,19524,335 mi

Market: $25,575 – $26,695

Comparison: 14 similar vehicles

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

Macon, GA

2024 Polestar 2 Plus

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

2024 Polestar 2 Plus

Macon, GA

UnscoredInsufficient · 4
$27,39320,298 mi

Comparison: 4 similar vehicles

Macon, GA

2023 Ford Mustang Mach-E Premium RWD

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

2023 Ford Mustang Mach-E Premium RWD

Macon, GA

UnscoredLimited · 8
$27,59939,644 mi

Comparison: 8 similar vehicles

Macon, GA

2024 Nissan ARIYA Evolve+

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

2024 Nissan ARIYA Evolve+

Macon, GA

Fair PriceLimited · 12
$28,19123,592 mi

Market: $23,500 – $29,590

Comparison: 12 similar vehicles

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

Macon, GA

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

Eastman, GA

Fair PriceLimited · 16
$28,50022,000 mi

Market: $24,895 – $30,482

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 369 days listed (based on current market benchmarks)

Eastman, GA

2023 Audi Q4 e-tron Prestige

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

2023 Audi Q4 e-tron Prestige

Macon, GA

UnscoredInsufficient · 0
$28,54053,037 mi

Macon, 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

Macon, GA

Fair PriceLimited · 14
$28,69832,026 mi

Market: $27,204 – $30,664

Comparison: 14 similar vehicles

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

Macon, 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

Warner Robins, GA

Fair PriceModerate · 39
$28,99845,967 mi

Market: $26,497 – $34,493

Comparison: 39 similar vehicles

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

Warner Robins, GA

2023 Hyundai IONIQ 5 Limited

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

2023 Hyundai IONIQ 5 Limited

Macon, GA

UnscoredLimited · 6
$29,99430,433 mi

Comparison: 6 similar vehicles

Macon, GA

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

Macon, GA

UnscoredLimited · 8
$30,22330,399 mi

Comparison: 8 similar vehicles

Macon, GA

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Warner Robins, GA

Fair PriceRobust · 165
$30,246Mileage not verified

Market: $25,279 – $38,464

Comparison: 165 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Warner Robins, GA

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

Macon, GA

UnscoredInsufficient · 3
$30,89250,945 mi

Comparison: 3 similar vehicles

Macon, GA

2024 Audi Q8 e-tron Premium Plus

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

2024 Audi Q8 e-tron Premium Plus

Macon, GA

UnscoredInsufficient · 0
$31,67174,729 mi

Macon, GA

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

Macon, GA

UnscoredLimited · 6
$32,39350,503 mi

Comparison: 6 similar vehicles

Macon, 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

Warner Robins, GA

UnscoredInsufficient · 3
$33,99815,962 mi

Comparison: 3 similar vehicles

Warner Robins, GA

2027 Chevrolet Bolt RS

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

2027 Chevrolet Bolt RS

Ashburn, GA

Fair PriceRobust · 104
$34,230Mileage not verified

Market: $28,284 – $42,685

Comparison: 104 similar vehicles

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

Ashburn, GA

2023 BMW i4 40

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

2023 BMW i4 40

Macon, GA

UnscoredLimited · 8
$34,69331,615 mi

Comparison: 8 similar vehicles

Macon, GA

2024 Cadillac LYRIQ Tech

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

2024 Cadillac LYRIQ Tech

Macon, GA

Fair PriceRobust · 80
$34,89810,881 mi

Market: $33,297 – $57,195

Comparison: 80 similar vehicles

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

Macon, 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

Macon, GA

UnscoredLimited · 7
$35,67512,599 mi

Comparison: 7 similar vehicles

Macon, GA

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

Warner Robins, GA

Fair PriceLimited · 10
$36,28412,387 mi

Market: $33,998 – $36,998

Comparison: 10 similar vehicles

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

Warner Robins, GA

2024 Tesla Model Y Long Range

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

2024 Tesla Model Y Long Range

Perry, GA

Fair PriceModerate · 29
$36,38948,058 mi

Market: $33,034 – $40,148

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Perry, GA

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

Albany, GA

UnscoredInsufficient · 0
$36,39963,919 mi

Albany, GA

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

Perry, GA

UnscoredInsufficient · 0
$36,881706 mi

Perry, GA

2024 Tesla Model 3 Base

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

2024 Tesla Model 3 Base

Warner Robins, GA

UnscoredInsufficient · 0
$37,99811,667 mi

Warner Robins, GA

2026 Kia EV6 Light L/R

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

2026 Kia EV6 Light L/R

Perry, GA

Fair PriceModerate · 23
$38,362Mileage not verified

Market: $35,346 – $44,619

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Perry, GA

2023 Mercedes-Benz EQE Base

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

2023 Mercedes-Benz EQE Base

Macon, GA

UnscoredInsufficient · 3
$38,40523,132 mi

Comparison: 3 similar vehicles

Macon, GA

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

Macon, GA

Fair PriceRobust · 169
$38,635Mileage not verified

Market: $36,134 – $51,375

Comparison: 169 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 404 days listed (based on current market benchmarks)

Macon, GA

2025 Cadillac LYRIQ Luxury 1

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

2025 Cadillac LYRIQ Luxury 1

Macon, GA

UnscoredInsufficient · 0
$38,99811,338 mi

Macon, GA

2026 Kia EV6 Light L/R

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

2026 Kia EV6 Light L/R

Albany, GA

Fair PriceModerate · 21
$39,024Mileage not verified

Market: $35,346 – $44,619

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Albany, GA

2026 Volvo EX30 Ultra

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

2026 Volvo EX30 Ultra

Macon, GA

Great DealLimited · 15
$39,135Mileage not verified

Market: $41,062 – $55,339

Comparison: 15 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 263 days listed (based on current market benchmarks)

Macon, GA

2022 Mercedes-Benz EQS Base

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

2022 Mercedes-Benz EQS Base

Macon, GA

UnscoredLimited · 5
$39,44429,492 mi

Comparison: 5 similar vehicles

Macon, GA

2025 Ford Mustang Mach-E Premium AWD

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

2025 Ford Mustang Mach-E Premium AWD

Albany, GA

UnscoredInsufficient · 0
$41,19130,536 mi

Albany, 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. 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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