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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 · November 6, 2026

7.1M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

126 listings found

2019 Chevrolet Traverse 1LT

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

2019 Chevrolet Traverse 1LT

Rayville, LA

Unscored
$12,465131,858 mi

Comparison: 17 similar vehicles

Rayville, LA

2020 Chevrolet Colorado LT

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

2020 Chevrolet Colorado LT

Rayville, LA

Unscored
$12,538166,646 mi

Comparison: 43 similar vehicles

Rayville, LA

2022 Chevrolet Malibu 1LT

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

2022 Chevrolet Malibu 1LT

Rayville, LA

UnscoredInsufficient · 4
$16,95386,032 mi

Comparison: 4 similar vehicles

Rayville, LA

2021 Hyundai Santa Fe SEL

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

2021 Hyundai Santa Fe SEL

Rayville, LA

Fair PriceRobust · 78
$17,46595,130 mi

Market: $16,575 – $19,329

Comparison: 78 similar vehicles

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

Rayville, LA

2021 Toyota Highlander L

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

2021 Toyota Highlander L

Rayville, LA

Unscored
$17,465150,781 mi

Comparison: 8 similar vehicles

Rayville, LA

2015 Chevrolet Silverado 1500 LTZ

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

2015 Chevrolet Silverado 1500 LTZ

Rayville, LA

Unscored
$17,465127,710 mi

Comparison: 25 similar vehicles

Rayville, LA

2023 Kia Soul GT-Line

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

2023 Kia Soul GT-Line

Rayville, LA

UnscoredInsufficient · 0
$17,70353,215 mi

Rayville, LA

2025 Nissan Versa Sedan SV

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

2025 Nissan Versa Sedan SV

Rayville, LA

Fair PriceModerate · 38
$18,46531,493 mi

Market: $15,649 – $19,415

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Rayville, LA

2019 Chevrolet Silverado 1500 LD LT

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

2019 Chevrolet Silverado 1500 LD LT

Rayville, LA

Fair PriceModerate · 30
$19,465109,897 mi

Market: $12,344 – $25,723

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Rayville, LA

2022 Chevrolet Equinox LT

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

2022 Chevrolet Equinox LT

Rayville, LA

OverpricedLimited · 13
$20,46543,159 mi

Market: $18,998 – $19,925

Comparison: 13 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Rayville, LA

2017 Chevrolet Silverado 1500 LT

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

2017 Chevrolet Silverado 1500 LT

Rayville, LA

UnscoredInsufficient · 4
$20,465100,041 mi

Comparison: 4 similar vehicles

Rayville, LA

2021 Chevrolet Colorado Work Truck

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

2021 Chevrolet Colorado Work Truck

Rayville, LA

UnscoredInsufficient · 0
$21,46541,660 mi

Rayville, LA

2025 Chevrolet Malibu RS

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

2025 Chevrolet Malibu RS

Rayville, LA

Unscored
$23,46524,836 mi

Comparison: 5 similar vehicles

Rayville, LA

2023 Chevrolet TrailBlazer RS

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

2023 Chevrolet TrailBlazer RS

Rayville, LA

UnscoredInsufficient · 3
$24,46519,183 mi

Comparison: 3 similar vehicles

Rayville, LA

2026 Hyundai IONIQ 5 SE

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

2026 Hyundai IONIQ 5 SE

Rayville, LA

UnscoredInsufficient · 0
$25,46515,148 mi

Rayville, LA

2025 Chevrolet Blazer 2LT

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

2025 Chevrolet Blazer 2LT

Rayville, LA

UnscoredInsufficient · 0
$25,465Mileage not verified

Rayville, LA

2026 Chevrolet Trailblazer LS

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

2026 Chevrolet Trailblazer LS

Rayville, LA

UnscoredInsufficient · 3
$26,693Mileage not verified

Comparison: 3 similar vehicles

Rayville, LA

2026 Chevrolet Trailblazer LS

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

2026 Chevrolet Trailblazer LS

Rayville, LA

UnscoredInsufficient · 3
$26,728Mileage not verified

Comparison: 3 similar vehicles

Rayville, LA

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Rayville, LA

Unscored
$27,493Mileage not verified

Comparison: 5 similar vehicles

Rayville, LA

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Rayville, LA

Unscored
$27,653Mileage not verified

Comparison: 5 similar vehicles

Rayville, LA

2023 Mazda CX-9 Touring Plus

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

2023 Mazda CX-9 Touring Plus

Rayville, LA

UnscoredInsufficient · 0
$28,02830,469 mi

Rayville, LA

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Rayville, LA

Unscored
$28,348Mileage not verified

Comparison: 5 similar vehicles

Rayville, LA

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Rayville, LA

Fair PriceRobust · 455
$28,363Mileage not verified

Market: $21,284 – $37,856

Comparison: 455 similar vehicles

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

Rayville, LA

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Rayville, LA

Fair PriceLimited · 12
$28,403Mileage not verified

Market: $27,830 – $29,675

Comparison: 12 similar vehicles

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

Rayville, LA

2024 Hyundai Sonata N Line

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

2024 Hyundai Sonata N Line

Rayville, LA

Unscored
$28,46536,695 mi

Comparison: 9 similar vehicles

Rayville, LA

2023 Honda Pilot Sport

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

2023 Honda Pilot Sport

Rayville, LA

Unscored
$29,02475,694 mi

Comparison: 5 similar vehicles

Rayville, LA

2026 Chevrolet Equinox LT

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

2026 Chevrolet Equinox LT

Rayville, LA

Fair PriceRobust · 219
$29,02814,023 mi

Market: $23,399 – $32,473

Comparison: 219 similar vehicles

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

Rayville, LA

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Rayville, LA

Fair PriceLimited · 12
$29,258Mileage not verified

Market: $27,830 – $29,675

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 123 days listed (based on current market benchmarks)

Rayville, LA

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Rayville, LA

Fair PriceRobust · 455
$29,258Mileage not verified

Market: $21,284 – $37,856

Comparison: 455 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 189 days listed (based on current market benchmarks)

Rayville, LA

2025 Chevrolet Blazer RS

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

2025 Chevrolet Blazer RS

Rayville, LA

Fair PriceModerate · 22
$29,46531,961 mi

Market: $27,791 – $36,999

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 105 days listed (based on current market benchmarks)

Rayville, LA

2025 Mazda CX-5 S Carbon Edition

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

2025 Mazda CX-5 S Carbon Edition

Rayville, LA

UnscoredInsufficient · 0
$29,46516,170 mi

Rayville, LA

2026 Chevrolet Trailblazer LT

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

2026 Chevrolet Trailblazer LT

Rayville, LA

UnscoredInsufficient · 3
$29,6537,415 mi

Comparison: 3 similar vehicles

Rayville, LA

2024 Buick Envision Sport Touring

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

2024 Buick Envision Sport Touring

Rayville, LA

OverpricedLimited · 15
$30,465Mileage not verified

Market: $24,358 – $24,783

Comparison: 15 similar vehicles

Priced ~23% above the typical market range for similar vehicles (based on current market benchmarks)

Rayville, LA

2024 Jeep Wagoneer Series II

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

2024 Jeep Wagoneer Series II

Rayville, LA

UnscoredInsufficient · 4
$31,70673,385 mi

Comparison: 4 similar vehicles

Rayville, LA

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Rayville, LA

Fair PriceLimited · 16
$31,823Mileage not verified

Market: $31,035 – $39,310

Comparison: 16 similar vehicles

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

Rayville, LA

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Rayville, LA

Fair PriceLimited · 16
$31,823Mileage not verified

Market: $31,035 – $39,310

Comparison: 16 similar vehicles

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

Rayville, LA

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Rayville, LA

Fair PriceLimited · 16
$34,473Mileage not verified

Market: $31,035 – $39,310

Comparison: 16 similar vehicles

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

Rayville, LA

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Rayville, LA

Fair PriceLimited · 16
$34,473Mileage not verified

Market: $31,035 – $39,310

Comparison: 16 similar vehicles

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

Rayville, LA

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Rayville, LA

Fair PriceLimited · 16
$34,968Mileage not verified

Market: $31,035 – $39,310

Comparison: 16 similar vehicles

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

Rayville, LA

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Rayville, LA

Fair PriceLimited · 16
$36,083Mileage not verified

Market: $31,035 – $39,310

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Rayville, LA

2023 Chevrolet Silverado 1500 LTZ

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

2023 Chevrolet Silverado 1500 LTZ

Rayville, LA

UnscoredInsufficient · 3
$36,465115,906 mi

Comparison: 3 similar vehicles

Rayville, LA

2021 Toyota 4Runner Limited

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

2021 Toyota 4Runner Limited

Rayville, LA

UnscoredInsufficient · 0
$36,46540,421 mi

Rayville, LA

2026 Chevrolet Traverse LT

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

2026 Chevrolet Traverse LT

Rayville, LA

Unscored
$37,17623,604 mi

Comparison: 6 similar vehicles

Rayville, LA

2027 Chevrolet Equinox ACTIV

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

2027 Chevrolet Equinox ACTIV

Rayville, LA

Fair PriceLimited · 10
$37,218Mileage not verified

Market: $36,990 – $42,853

Comparison: 10 similar vehicles

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

Rayville, LA

2027 Chevrolet Equinox RS

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

2027 Chevrolet Equinox RS

Rayville, LA

Unscored
$37,313Mileage not verified

Comparison: 7 similar vehicles

Rayville, LA

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Rayville, LA

Fair PriceLimited · 16
$37,403Mileage not verified

Market: $31,035 – $39,310

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 109 days listed (based on current market benchmarks)

Rayville, LA

2026 Chevrolet Traverse LT

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

2026 Chevrolet Traverse LT

Rayville, LA

Unscored
$37,46523,612 mi

Comparison: 6 similar vehicles

Rayville, LA

2026 Chevrolet Traverse LT

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

2026 Chevrolet Traverse LT

Rayville, LA

Unscored
$37,46524,456 mi

Comparison: 6 similar vehicles

Rayville, LA

2027 Chevrolet Equinox ACTIV

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

2027 Chevrolet Equinox ACTIV

Rayville, LA

Fair PriceLimited · 10
$37,888Mileage not verified

Market: $36,990 – $42,853

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 98 days listed (based on current market benchmarks)

Rayville, LA

2023 Ford Expedition Limited

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

2023 Ford Expedition Limited

Rayville, LA

Fair PriceRobust · 76
$37,94781,311 mi

Market: $29,418 – $49,320

Comparison: 76 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Rayville, LA

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 recently 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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