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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 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

603 listings found

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Natchitoches, LA

UnscoredInsufficient · 4
$3,850203,187 mi

Comparison: 4 similar vehicles

Natchitoches, LA

2014 Ford Escape SE

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

2014 Ford Escape SE

Natchitoches, LA

Unscored
$4,992218,881 mi

Comparison: 12 similar vehicles

Natchitoches, LA

2006 Mercedes-Benz SLK-Class SLK280

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

2006 Mercedes-Benz SLK-Class SLK280

Natchitoches, LA

UnscoredInsufficient · 0
$6,250115,000 mi

Natchitoches, LA

2014 Ford F-150 FX4

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

2014 Ford F-150 FX4

Natchitoches, LA

Unscored
$8,850198,682 mi

Comparison: 19 similar vehicles

Natchitoches, LA

2015 Chevrolet Silverado 2500HD LT

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

2015 Chevrolet Silverado 2500HD LT

Natchitoches, LA

Unscored
$9,850302,127 mi

Comparison: 10 similar vehicles

Natchitoches, LA

2016 Jeep Wrangler Unlimited Sport S

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

2016 Jeep Wrangler Unlimited Sport S

Natchitoches, LA

Unscored
$11,250177,052 mi

Comparison: 28 similar vehicles

Natchitoches, LA

2018 Honda Odyssey EX-L

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

2018 Honda Odyssey EX-L

Natchitoches, LA

Unscored
$11,898174,301 mi

Comparison: 39 similar vehicles

Natchitoches, LA

2016 BMW 4 Series 428i

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

2016 BMW 4 Series 428i

Natchitoches, LA

Unscored
$11,926123,760 mi

Comparison: 10 similar vehicles

Natchitoches, LA

2014 Mercedes-Benz E-Class E350 Luxury

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

2014 Mercedes-Benz E-Class E350 Luxury

Natchitoches, LA

UnscoredInsufficient · 4
$12,991111,491 mi

Comparison: 4 similar vehicles

Natchitoches, LA

2021 BMW 2 Series 228i

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

2021 BMW 2 Series 228i

Natchitoches, LA

Unscored
$13,993123,204 mi

Comparison: 5 similar vehicles

Natchitoches, LA

2017 Honda Pilot Elite

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

2017 Honda Pilot Elite

Natchitoches, LA

Unscored
$15,498124,521 mi

Comparison: 31 similar vehicles

Natchitoches, LA

2015 Chevrolet Camaro 2LT

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

2015 Chevrolet Camaro 2LT

Natchitoches, LA

Fair PriceLimited · 15
$17,39880,501 mi

Market: $13,496 – $20,464

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Natchitoches, LA

2017 Toyota RAV4 XLE

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

2017 Toyota RAV4 XLE

Natchitoches, LA

Fair PriceRobust · 84
$17,88890,697 mi

Market: $12,129 – $21,793

Comparison: 84 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 142 days listed (based on current market benchmarks)

Natchitoches, LA

2020 Honda Pilot Touring

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

2020 Honda Pilot Touring

Natchitoches, LA

UnscoredInsufficient · 3
$18,139142,886 mi

Comparison: 3 similar vehicles

Natchitoches, 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

Natchitoches, LA

UnscoredInsufficient · 0
$18,89859,699 mi

Natchitoches, LA

2019 Kia Stinger GT1

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

2019 Kia Stinger GT1

Natchitoches, LA

UnscoredInsufficient · 0
$18,97396,461 mi

Natchitoches, LA

2024 Nissan Altima S

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

2024 Nissan Altima S

Natchitoches, LA

Fair PriceModerate · 32
$18,99565,659 mi

Market: $11,999 – $21,988

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 228 days listed (based on current market benchmarks)

Natchitoches, LA

2021 GMC Acadia SLT

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

2021 GMC Acadia SLT

Natchitoches, LA

Fair PriceModerate · 27
$18,995101,395 mi

Market: $16,725 – $28,345

Comparison: 27 similar vehicles

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

Natchitoches, LA

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Natchitoches, LA

UnscoredInsufficient · 4
$19,12356,142 mi

Comparison: 4 similar vehicles

Natchitoches, LA

2020 Hyundai Palisade SEL

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

2020 Hyundai Palisade SEL

Natchitoches, LA

Fair PriceRobust · 62
$19,154100,575 mi

Market: $11,995 – $22,936

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Natchitoches, LA

2023 Ford Bronco Sport Big Bend

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

2023 Ford Bronco Sport Big Bend

Natchitoches, LA

Fair PriceModerate · 42
$19,65196,974 mi

Market: $18,277 – $25,995

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 158 days listed (based on current market benchmarks)

Natchitoches, LA

2024 GMC Terrain SLE

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

2024 GMC Terrain SLE

Natchitoches, LA

Fair PriceModerate · 29
$19,93363,781 mi

Market: $17,655 – $22,395

Comparison: 29 similar vehicles

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

Natchitoches, LA

2017 Jeep Wrangler Unlimited Sahara

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

2017 Jeep Wrangler Unlimited Sahara

Natchitoches, LA

Fair PriceModerate · 27
$19,990114,877 mi

Market: $16,488 – $22,999

Comparison: 27 similar vehicles

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

Natchitoches, LA

2018 Jeep Wrangler JK Unlimited Sport S

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

2018 Jeep Wrangler JK Unlimited Sport S

Natchitoches, LA

Fair PriceModerate · 38
$19,99191,810 mi

Market: $15,995 – $25,220

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Natchitoches, LA

2019 Honda Odyssey EX-L

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

2019 Honda Odyssey EX-L

Natchitoches, LA

Unscored
$19,999126,025 mi

Comparison: 68 similar vehicles

Natchitoches, LA

2023 Mazda CX-50 TURBO PREMIUM

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

2023 Mazda CX-50 TURBO PREMIUM

Natchitoches, LA

UnscoredInsufficient · 0
$20,99379,968 mi

Natchitoches, LA

2025 Nissan Versa Sedan SR

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

2025 Nissan Versa Sedan SR

Natchitoches, LA

Unscored
$21,65825,350 mi

Comparison: 6 similar vehicles

Natchitoches, LA

2024 Hyundai Sonata SEL

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

2024 Hyundai Sonata SEL

Natchitoches, LA

Fair PriceModerate · 47
$21,99558,514 mi

Market: $19,080 – $25,431

Comparison: 47 similar vehicles

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

Natchitoches, LA

2008 Ford E-Series Econoline Wagon XLT

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

2008 Ford E-Series Econoline Wagon XLT

Natchitoches, LA

UnscoredInsufficient · 0
$21,99524,243 mi

Natchitoches, LA

2019 Volkswagen Arteon SE

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

2019 Volkswagen Arteon SE

Natchitoches, LA

UnscoredInsufficient · 0
$22,00036,248 mi

Natchitoches, LA

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Natchitoches, LA

Great DealLimited · 19
$22,130Mileage not verified

Market: $23,620 – $28,375

Comparison: 19 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 32 days listed (based on current market benchmarks)

Natchitoches, LA

2018 Chevrolet Tahoe LT

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

2018 Chevrolet Tahoe LT

Natchitoches, LA

Fair PriceModerate · 42
$22,222118,100 mi

Market: $14,999 – $29,998

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Natchitoches, LA

2024 Mazda CX-5 S Select Package

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

2024 Mazda CX-5 S Select Package

Natchitoches, LA

UnscoredInsufficient · 0
$22,34146,530 mi

Natchitoches, LA

2023 Dodge Hornet GT

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

2023 Dodge Hornet GT

Natchitoches, LA

UnscoredInsufficient · 0
$22,3916,609 mi

Natchitoches, LA

2021 Ford Ranger XLT

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

2021 Ford Ranger XLT

Natchitoches, LA

Fair PriceModerate · 44
$22,481118,540 mi

Market: $19,220 – $27,625

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 79 days listed (based on current market benchmarks)

Natchitoches, LA

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Natchitoches, LA

Fair PriceRobust · 205
$22,49839,396 mi

Market: $16,995 – $25,702

Comparison: 205 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 137 days listed (based on current market benchmarks)

Natchitoches, LA

2023 Jeep Grand Cherokee Limited

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

2023 Jeep Grand Cherokee Limited

Natchitoches, LA

Fair PriceModerate · 47
$22,717102,494 mi

Market: $20,010 – $32,000

Comparison: 47 similar vehicles

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

Natchitoches, LA

2025 Nissan Rogue S

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

2025 Nissan Rogue S

Natchitoches, LA

UnscoredInsufficient · 0
$22,77748,671 mi

Natchitoches, LA

2025 Chevrolet Trax LT

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

2025 Chevrolet Trax LT

Natchitoches, LA

UnscoredInsufficient · 4
$22,79530,745 mi

Comparison: 4 similar vehicles

Natchitoches, LA

2024 Buick Encore GX Sport Touring

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

2024 Buick Encore GX Sport Touring

Natchitoches, LA

Unscored
$22,97115,701 mi

Comparison: 9 similar vehicles

Natchitoches, LA

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Natchitoches, LA

UnscoredInsufficient · 4
$22,97850,636 mi

Comparison: 4 similar vehicles

Natchitoches, LA

2025 Jeep Compass Latitude

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

2025 Jeep Compass Latitude

Natchitoches, LA

Unscored
$22,99150,767 mi

Comparison: 7 similar vehicles

Natchitoches, LA

2023 Buick Envision Preferred

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

2023 Buick Envision Preferred

Natchitoches, LA

Unscored
$22,99359,958 mi

Comparison: 6 similar vehicles

Natchitoches, LA

2026 Chevrolet Trailblazer LT

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

2026 Chevrolet Trailblazer LT

Natchitoches, LA

Fair PriceModerate · 21
$23,205Mileage not verified

Market: $23,205 – $29,765

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Natchitoches, LA

2026 Chevrolet Trailblazer LT

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

2026 Chevrolet Trailblazer LT

Natchitoches, LA

Fair PriceModerate · 21
$23,205Mileage not verified

Market: $23,205 – $29,765

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Natchitoches, LA

2025 Jeep Compass Limited

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

2025 Jeep Compass Limited

Natchitoches, LA

Fair PriceRobust · 57
$23,31229,318 mi

Market: $20,399 – $26,488

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 122 days listed (based on current market benchmarks)

Natchitoches, LA

2024 Ford Escape Active

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

2024 Ford Escape Active

Natchitoches, LA

Unscored
$23,33918,000 mi

Comparison: 6 similar vehicles

Natchitoches, LA

2026 Chevrolet Trailblazer LT

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

2026 Chevrolet Trailblazer LT

Natchitoches, LA

Fair PriceModerate · 21
$23,505Mileage not verified

Market: $23,205 – $29,765

Comparison: 21 similar vehicles

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

Natchitoches, LA

2023 GMC Acadia SLE

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

2023 GMC Acadia SLE

Natchitoches, LA

Fair PriceRobust · 50
$23,52692,467 mi

Market: $18,796 – $24,412

Comparison: 50 similar vehicles

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

Natchitoches, LA

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Natchitoches, LA

Fair PriceLimited · 19
$23,620Mileage not verified

Market: $22,130 – $28,375

Comparison: 19 similar vehicles

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

Natchitoches, 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 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.
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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