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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 13, 2026

7.2M+

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

746 listings found

2015 Ford Edge Sport

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

2015 Ford Edge Sport

Broussard, LA

UnscoredInsufficient · 0
$9,950120,415 mi

Broussard, LA

2017 Volkswagen Passat R-Line

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

2017 Volkswagen Passat R-Line

Broussard, LA

OverpricedLimited · 15
$12,86465,359 mi

Market: $6,995 – $10,995

Comparison: 15 similar vehicles

Priced ~17% above the typical market range for similar vehicles (based on current market benchmarks)

Broussard, LA

2012 Toyota Tacoma PreRunner

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

2012 Toyota Tacoma PreRunner

Broussard, LA

Unscored
$12,950217,300 mi

Comparison: 18 similar vehicles

Broussard, LA

2018 Volkswagen Tiguan SE

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

2018 Volkswagen Tiguan SE

Broussard, LA

OverpricedModerate · 21
$13,46484,307 mi

Market: $9,999 – $12,674

Comparison: 21 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Broussard, LA

2021 Buick Encore GX Select

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

2021 Buick Encore GX Select

Broussard, LA

Fair PriceLimited · 15
$14,464103,401 mi

Market: $12,048 – $17,424

Comparison: 15 similar vehicles

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

Broussard, LA

2019 Jeep Grand Cherokee Limited

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

2019 Jeep Grand Cherokee Limited

Broussard, LA

Unscored
$14,464126,103 mi

Comparison: 48 similar vehicles

Broussard, LA

2020 Volkswagen Atlas Cross Sport SE w/Tech R-Line

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

2020 Volkswagen Atlas Cross Sport SE w/Tech R-Line

Broussard, LA

UnscoredInsufficient · 0
$15,050123,345 mi

Broussard, LA

2019 BMW X3 30i

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

2019 BMW X3 30i

Broussard, LA

Fair PriceModerate · 44
$15,550104,952 mi

Market: $11,225 – $21,002

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 318 days listed (based on current market benchmarks)

Broussard, LA

2017 Nissan Frontier SV

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

2017 Nissan Frontier SV

Broussard, LA

Fair PriceModerate · 23
$16,399108,144 mi

Market: $12,995 – $19,223

Comparison: 23 similar vehicles

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

Broussard, LA

2017 Lincoln MKX Reserve

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

2017 Lincoln MKX Reserve

Broussard, LA

Unscored
$16,46987,735 mi

Comparison: 8 similar vehicles

Broussard, LA

2017 Lexus RX 350

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

2017 Lexus RX 350

Broussard, LA

Unscored
$16,950155,566 mi

Comparison: 86 similar vehicles

Broussard, LA

2021 Ford Escape SE

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

2021 Ford Escape SE

Broussard, LA

Unscored
$16,99047,320 mi

Comparison: 5 similar vehicles

Broussard, LA

2024 Chevrolet Malibu 2LT

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

2024 Chevrolet Malibu 2LT

Broussard, LA

UnscoredInsufficient · 3
$17,46464,891 mi

Comparison: 3 similar vehicles

Broussard, LA

2019 Audi Q7 Premium Plus

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

2019 Audi Q7 Premium Plus

Broussard, LA

Unscored
$17,464100,403 mi

Comparison: 7 similar vehicles

Broussard, LA

2024 Jeep Compass Limited

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

2024 Jeep Compass Limited

Broussard, LA

Fair PriceModerate · 41
$18,02489,858 mi

Market: $17,724 – $22,700

Comparison: 41 similar vehicles

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

Broussard, LA

2016 Ford F-150 King Ranch

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

2016 Ford F-150 King Ranch

Broussard, LA

Unscored
$18,350183,501 mi

Comparison: 18 similar vehicles

Broussard, LA

2022 Nissan Sentra SV

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

2022 Nissan Sentra SV

Broussard, LA

Unscored
$18,59041,273 mi

Comparison: 7 similar vehicles

Broussard, LA

2016 GMC Canyon SLE

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

2016 GMC Canyon SLE

Broussard, LA

Fair PriceLimited · 15
$18,96480,858 mi

Market: $11,400 – $20,000

Comparison: 15 similar vehicles

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

Broussard, LA

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Broussard, LA

Fair PriceRobust · 160
$19,16442,546 mi

Market: $16,500 – $23,968

Comparison: 160 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 77 days listed (based on current market benchmarks)

Broussard, LA

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Broussard, LA

Unscored
$19,27358,510 mi

Comparison: 19 similar vehicles

Broussard, LA

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Broussard, LA

Unscored
$19,46465,030 mi

Comparison: 9 similar vehicles

Broussard, LA

2024 Volkswagen Jetta S

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

2024 Volkswagen Jetta S

Broussard, LA

Unscored
$19,46462,907 mi

Comparison: 9 similar vehicles

Broussard, LA

2017 Ford Expedition XLT

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

2017 Ford Expedition XLT

Broussard, LA

OverpricedModerate · 32
$19,724100,465 mi

Market: $7,500 – $16,120

Comparison: 32 similar vehicles

Priced ~22% above the typical market range for similar vehicles (based on current market benchmarks)

Broussard, LA

2016 Toyota 4Runner Limited

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

2016 Toyota 4Runner Limited

Broussard, LA

Unscored
$19,950158,531 mi

Comparison: 29 similar vehicles

Broussard, LA

2020 Cadillac XT4 Luxury

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

2020 Cadillac XT4 Luxury

Broussard, LA

UnscoredInsufficient · 0
$20,16450,468 mi

Broussard, LA

2025 Ford Escape ST-Line

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

2025 Ford Escape ST-Line

Broussard, LA

Unscored
$20,46425,122 mi

Comparison: 8 similar vehicles

Broussard, LA

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Broussard, LA

Fair PriceLimited · 19
$20,46454,188 mi

Market: $19,273 – $21,914

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Broussard, LA

2023 Chrysler Pacifica Touring L

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

2023 Chrysler Pacifica Touring L

Broussard, LA

Unscored
$20,46473,080 mi

Comparison: 5 similar vehicles

Broussard, LA

2019 Cadillac XTS Luxury

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

2019 Cadillac XTS Luxury

Broussard, LA

UnscoredInsufficient · 0
$20,46452,656 mi

Broussard, LA

2018 Toyota Tacoma SR5

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

2018 Toyota Tacoma SR5

Broussard, LA

Unscored
$20,950160,500 mi

Comparison: 26 similar vehicles

Broussard, LA

2024 Subaru Forester Limited

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

2024 Subaru Forester Limited

Broussard, LA

UnscoredInsufficient · 4
$20,97393,115 mi

Comparison: 4 similar vehicles

Broussard, LA

2020 BMW X2 28i

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

2020 BMW X2 28i

Broussard, LA

UnscoredInsufficient · 0
$20,97360,362 mi

Broussard, LA

2025 Mazda Mazda3 Preferred

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

2025 Mazda Mazda3 Preferred

Broussard, LA

Unscored
$21,16437,430 mi

Comparison: 11 similar vehicles

Broussard, LA

2022 Kia Sorento SX

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

2022 Kia Sorento SX

Broussard, LA

Fair PriceModerate · 38
$21,374109,947 mi

Market: $18,993 – $26,631

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Broussard, LA

2025 Kia Niro LX

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

2025 Kia Niro LX

Broussard, LA

UnscoredInsufficient · 0
$21,46441,091 mi

Broussard, LA

2024 Kia Forte GT-Line

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

2024 Kia Forte GT-Line

Broussard, LA

UnscoredInsufficient · 4
$21,46444,712 mi

Comparison: 4 similar vehicles

Broussard, LA

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Broussard, LA

OverpricedLimited · 19
$21,91459,328 mi

Market: $19,273 – $20,626

Comparison: 19 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Broussard, LA

2024 Chrysler Pacifica Touring L

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

2024 Chrysler Pacifica Touring L

Broussard, LA

Fair PriceLimited · 15
$21,92472,619 mi

Market: $19,479 – $22,999

Comparison: 15 similar vehicles

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

Broussard, LA

2024 Chrysler Pacifica Touring L

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

2024 Chrysler Pacifica Touring L

Broussard, LA

Fair PriceLimited · 15
$21,92464,730 mi

Market: $19,479 – $22,999

Comparison: 15 similar vehicles

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

Broussard, LA

2022 Ford Edge SE

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

2022 Ford Edge SE

Broussard, LA

OverpricedLimited · 10
$21,97320,789 mi

Market: $19,936 – $21,123

Comparison: 10 similar vehicles

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

Broussard, LA

2020 Lincoln Corsair Reserve

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

2020 Lincoln Corsair Reserve

Broussard, LA

Unscored
$21,97379,846 mi

Comparison: 8 similar vehicles

Broussard, LA

2016 Chevrolet Tahoe LTZ

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

2016 Chevrolet Tahoe LTZ

Broussard, LA

Fair PriceModerate · 37
$22,374108,166 mi

Market: $12,950 – $25,951

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 201 days listed (based on current market benchmarks)

Broussard, LA

2026 Toyota Corolla LE

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

2026 Toyota Corolla LE

Broussard, LA

Unscored
$22,46414,818 mi

Comparison: 8 similar vehicles

Broussard, LA

2020 Cadillac XT6 Premium Luxury

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

2020 Cadillac XT6 Premium Luxury

Broussard, LA

Fair PriceModerate · 37
$23,37464,336 mi

Market: $17,380 – $30,540

Comparison: 37 similar vehicles

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

Broussard, LA

2024 Nissan Altima SR

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

2024 Nissan Altima SR

Broussard, LA

UnscoredInsufficient · 4
$23,46450,173 mi

Comparison: 4 similar vehicles

Broussard, LA

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Broussard, LA

Fair PriceRobust · 52
$23,484Mileage not verified

Market: $21,815 – $27,426

Comparison: 52 similar vehicles

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

Broussard, LA

2026 Buick Envista Preferred

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

2026 Buick Envista Preferred

Broussard, LA

Fair PriceLimited · 12
$23,485Mileage not verified

Market: $22,259 – $29,440

Comparison: 12 similar vehicles

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

Broussard, LA

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Broussard, LA

Fair PriceRobust · 52
$23,614Mileage not verified

Market: $21,815 – $27,426

Comparison: 52 similar vehicles

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

Broussard, LA

2019 GMC Yukon XL Denali

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

2019 GMC Yukon XL Denali

Broussard, LA

Unscored
$23,750150,742 mi

Comparison: 35 similar vehicles

Broussard, LA

2025 Chevrolet Trailblazer LT

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

2025 Chevrolet Trailblazer LT

Broussard, LA

Fair PriceRobust · 59
$23,92432,222 mi

Market: $18,497 – $23,977

Comparison: 59 similar vehicles

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

Broussard, LA

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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