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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

457 listings found

2005 Toyota Prius Base

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

2005 Toyota Prius Base

Mandeville, LA

UnscoredInsufficient · 4
$1,846Mileage not verified

Comparison: 4 similar vehicles

Mandeville, LA

2006 Toyota Prius Base

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

2006 Toyota Prius Base

Mandeville, LA

UnscoredInsufficient · 0
$1,850Mileage not verified

Mandeville, LA

2005 Toyota Prius Base

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

2005 Toyota Prius Base

Mandeville, LA

UnscoredInsufficient · 4
$1,850Mileage not verified

Comparison: 4 similar vehicles

Mandeville, LA

2006 INFINITI QX56 Base

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

2006 INFINITI QX56 Base

Mandeville, LA

UnscoredInsufficient · 3
$2,650Mileage not verified

Comparison: 3 similar vehicles

Mandeville, LA

2005 Ford Mustang Deluxe

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

2005 Ford Mustang Deluxe

Mandeville, LA

UnscoredInsufficient · 0
$5,499141,004 mi

Mandeville, LA

2008 INFINITI G 35 Journey

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

2008 INFINITI G 35 Journey

Mandeville, LA

UnscoredInsufficient · 0
$5,995Mileage not verified

Mandeville, LA

2008 Toyota Prius Touring

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

2008 Toyota Prius Touring

Mandeville, LA

UnscoredInsufficient · 0
$6,995Mileage not verified

Mandeville, LA

2005 Toyota Prius Base

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

2005 Toyota Prius Base

Mandeville, LA

UnscoredInsufficient · 4
$6,995Mileage not verified

Comparison: 4 similar vehicles

Mandeville, LA

2005 Toyota Prius Base

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

2005 Toyota Prius Base

Mandeville, LA

UnscoredInsufficient · 4
$6,995Mileage not verified

Comparison: 4 similar vehicles

Mandeville, LA

2005 Toyota Prius Base

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

2005 Toyota Prius Base

Mandeville, LA

UnscoredInsufficient · 4
$6,995Mileage not verified

Comparison: 4 similar vehicles

Mandeville, LA

2006 Toyota Highlander Hybrid

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

2006 Toyota Highlander Hybrid

Mandeville, LA

UnscoredInsufficient · 0
$8,995Mileage not verified

Mandeville, LA

2013 Ford F-150 FX2

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

2013 Ford F-150 FX2

Mandeville, LA

UnscoredInsufficient · 0
$9,666193,764 mi

Mandeville, LA

2018 Volkswagen Atlas SE w/Tech

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

2018 Volkswagen Atlas SE w/Tech

Mandeville, LA

UnscoredInsufficient · 3
$11,385105,375 mi

Comparison: 3 similar vehicles

Mandeville, LA

2019 Ford Edge SEL

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

2019 Ford Edge SEL

Mandeville, LA

Unscored
$11,99586,119 mi

Comparison: 7 similar vehicles

Mandeville, LA

2013 Lexus ES 350

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

2013 Lexus ES 350

Mandeville, LA

Unscored
$12,766127,760 mi

Comparison: 8 similar vehicles

Mandeville, LA

2012 Toyota 4Runner SR5

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

2012 Toyota 4Runner SR5

Mandeville, LA

Unscored
$14,967161,592 mi

Comparison: 5 similar vehicles

Mandeville, LA

2017 Honda HR-V EX

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

2017 Honda HR-V EX

Mandeville, LA

UnscoredInsufficient · 3
$14,995115,549 mi

Comparison: 3 similar vehicles

Mandeville, LA

2019 GMC Terrain SLT

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

2019 GMC Terrain SLT

Mandeville, LA

UnscoredInsufficient · 4
$15,61678,380 mi

Comparison: 4 similar vehicles

Mandeville, LA

2019 Volkswagen Atlas SE

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

2019 Volkswagen Atlas SE

Mandeville, LA

Fair PriceLimited · 13
$15,90794,944 mi

Market: $12,579 – $19,345

Comparison: 13 similar vehicles

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

Mandeville, LA

2024 Nissan Sentra S

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

2024 Nissan Sentra S

Mandeville, LA

UnscoredInsufficient · 4
$16,30040,333 mi

Comparison: 4 similar vehicles

Mandeville, LA

2024 Nissan Sentra S

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

2024 Nissan Sentra S

Mandeville, LA

UnscoredInsufficient · 4
$16,30042,068 mi

Comparison: 4 similar vehicles

Mandeville, LA

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Mandeville, LA

Unscored
$16,52957,904 mi

Comparison: 12 similar vehicles

Mandeville, LA

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Mandeville, LA

Fair PriceModerate · 24
$17,457Mileage not verified

Market: $10,995 – $20,789

Comparison: 24 similar vehicles

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

Mandeville, LA

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Mandeville, LA

Fair PriceModerate · 28
$17,86159,960 mi

Market: $16,810 – $22,474

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Mandeville, LA

2017 GMC Yukon SLT

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

2017 GMC Yukon SLT

Mandeville, LA

Unscored
$17,995121,139 mi

Comparison: 15 similar vehicles

Mandeville, LA

2020 Ford Explorer XLT

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

2020 Ford Explorer XLT

Mandeville, LA

UnscoredInsufficient · 3
$18,16653,333 mi

Comparison: 3 similar vehicles

Mandeville, LA

2022 Ford Escape SE

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

2022 Ford Escape SE

Mandeville, LA

Unscored
$18,33434,974 mi

Comparison: 6 similar vehicles

Mandeville, LA

2024 Chevrolet Trax LT

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

2024 Chevrolet Trax LT

Mandeville, LA

Unscored
$18,70040,112 mi

Comparison: 6 similar vehicles

Mandeville, LA

2021 Buick Envision Essence

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

2021 Buick Envision Essence

Mandeville, LA

UnscoredInsufficient · 3
$18,81665,088 mi

Comparison: 3 similar vehicles

Mandeville, LA

2025 Kia K4 LXS

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

2025 Kia K4 LXS

Mandeville, LA

Unscored
$18,85031,940 mi

Comparison: 10 similar vehicles

Mandeville, LA

2018 Ford Explorer Platinum

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

2018 Ford Explorer Platinum

Mandeville, LA

Fair PriceLimited · 14
$18,99280,212 mi

Market: $12,900 – $19,299

Comparison: 14 similar vehicles

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

Mandeville, LA

2018 Ford Expedition XLT

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

2018 Ford Expedition XLT

Mandeville, LA

Unscored
$18,99273,344 mi

Comparison: 5 similar vehicles

Mandeville, LA

2018 GMC Sierra 1500 Denali

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

2018 GMC Sierra 1500 Denali

Mandeville, LA

Unscored
$18,995163,335 mi

Comparison: 20 similar vehicles

Mandeville, LA

2022 Ford Explorer XLT

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

2022 Ford Explorer XLT

Mandeville, LA

Fair PriceLimited · 12
$19,20294,982 mi

Market: $17,188 – $24,354

Comparison: 12 similar vehicles

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

Mandeville, LA

2022 Jeep Cherokee Latitude Lux

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

2022 Jeep Cherokee Latitude Lux

Mandeville, LA

UnscoredInsufficient · 0
$19,43145,155 mi

Mandeville, LA

2021 Kia Telluride SX

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

2021 Kia Telluride SX

Mandeville, LA

UnscoredInsufficient · 4
$19,815108,489 mi

Comparison: 4 similar vehicles

Mandeville, LA

2024 Chevrolet Trax Activ

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

2024 Chevrolet Trax Activ

Mandeville, LA

UnscoredInsufficient · 0
$20,20040,996 mi

Mandeville, LA

2025 Chevrolet Trax LT

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

2025 Chevrolet Trax LT

Mandeville, LA

UnscoredInsufficient · 3
$20,51456,185 mi

Comparison: 3 similar vehicles

Mandeville, LA

2018 Land Rover Range Rover Sport HSE

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

2018 Land Rover Range Rover Sport HSE

Mandeville, LA

UnscoredInsufficient · 0
$21,69756,721 mi

Mandeville, LA

2025 Chevrolet Equinox LT

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

2025 Chevrolet Equinox LT

Mandeville, LA

Fair PriceModerate · 39
$21,94129,314 mi

Market: $22,447 – $28,962

Comparison: 39 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 105 days listed (based on current market benchmarks)

Mandeville, LA

2025 Hyundai Sonata SEL

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

2025 Hyundai Sonata SEL

Mandeville, LA

Unscored
$21,99542,107 mi

Comparison: 7 similar vehicles

Mandeville, LA

2019 Toyota Camry XSE

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

2019 Toyota Camry XSE

Mandeville, LA

Fair PriceLimited · 18
$22,11393,393 mi

Market: $12,995 – $25,995

Comparison: 18 similar vehicles

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

Mandeville, LA

2022 Ford Maverick XL

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

2022 Ford Maverick XL

Mandeville, LA

UnscoredInsufficient · 0
$22,28223,262 mi

Mandeville, LA

2020 BMW X5 40i

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

2020 BMW X5 40i

Mandeville, LA

Fair PriceLimited · 19
$22,49472,192 mi

Market: $17,490 – $29,772

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 112 days listed (based on current market benchmarks)

Mandeville, LA

2024 Chevrolet Blazer 2LT

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

2024 Chevrolet Blazer 2LT

Mandeville, LA

Great DealModerate · 35
$23,07929,639 mi

Market: $24,658 – $31,995

Comparison: 35 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 113 days listed (based on current market benchmarks)

Mandeville, LA

2022 Subaru Outback Onyx Edition

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

2022 Subaru Outback Onyx Edition

Mandeville, LA

UnscoredInsufficient · 0
$23,27265,819 mi

Mandeville, LA

2021 Ford F-150 XL

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

2021 Ford F-150 XL

Mandeville, LA

Unscored
$23,500120,250 mi

Comparison: 9 similar vehicles

Mandeville, LA

2026 Nissan Rogue SV

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

2026 Nissan Rogue SV

Mandeville, LA

Fair PriceLimited · 13
$23,62815,037 mi

Market: $24,310 – $25,471

Comparison: 13 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 80 days listed (based on current market benchmarks)

Mandeville, LA

2022 Ford F-150 XLT

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

2022 Ford F-150 XLT

Mandeville, LA

Unscored
$23,873126,229 mi

Comparison: 20 similar vehicles

Mandeville, LA

2024 Volkswagen Tiguan SE R-LINE BLACK

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

2024 Volkswagen Tiguan SE R-LINE BLACK

Mandeville, LA

UnscoredInsufficient · 3
$23,88845,707 mi

Comparison: 3 similar vehicles

Mandeville, 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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