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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 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 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

424 listings found

2015 RAM 1500 Pickup Tradesman

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

2015 RAM 1500 Pickup Tradesman

Ferriday, LA

Unscored
$11,689159,483 mi

Comparison: 8 similar vehicles

Ferriday, LA

2018 Chevrolet Trax LT

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

2018 Chevrolet Trax LT

Ferriday, LA

Fair PriceLimited · 11
$12,71363,459 mi

Market: $5,995 – $14,000

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Ferriday, LA

2018 Cadillac XT5 Base

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

2018 Cadillac XT5 Base

Ferriday, LA

UnscoredInsufficient · 3
$13,903108,434 mi

Comparison: 3 similar vehicles

Ferriday, LA

2022 Volkswagen Jetta S

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

2022 Volkswagen Jetta S

Ferriday, LA

UnscoredInsufficient · 0
$16,50055,928 mi

Ferriday, LA

2023 Chevrolet Equinox LT

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

2023 Chevrolet Equinox LT

Ferriday, LA

Fair PriceRobust · 56
$17,16389,829 mi

Market: $11,900 – $21,678

Comparison: 56 similar vehicles

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

Ferriday, LA

2024 Chevrolet Trax LS

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

2024 Chevrolet Trax LS

Ferriday, LA

Unscored
$17,655110,000 mi

Comparison: 8 similar vehicles

Ferriday, LA

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Ferriday, LA

Fair PriceRobust · 339
$18,42873,839 mi

Market: $14,900 – $28,795

Comparison: 339 similar vehicles

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

Ferriday, LA

2022 Jeep Cherokee Trailhawk

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

2022 Jeep Cherokee Trailhawk

Ferriday, LA

UnscoredInsufficient · 0
$18,50081,106 mi

Ferriday, LA

2022 Dodge Charger SXT

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

2022 Dodge Charger SXT

Ferriday, LA

Unscored
$18,633126,741 mi

Comparison: 46 similar vehicles

Ferriday, LA

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Ferriday, LA

Fair PriceLimited · 12
$18,85257,640 mi

Market: $17,661 – $21,132

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Ferriday, LA

2024 Chevrolet Malibu 2LT

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

2024 Chevrolet Malibu 2LT

Ferriday, LA

Fair PriceRobust · 70
$18,93059,392 mi

Market: $16,900 – $23,990

Comparison: 70 similar vehicles

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

Ferriday, LA

2024 Kia Sportage LX

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

2024 Kia Sportage LX

Ferriday, LA

Unscored
$19,26161,553 mi

Comparison: 8 similar vehicles

Ferriday, LA

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Ferriday, LA

Unscored
$19,27956,719 mi

Comparison: 5 similar vehicles

Ferriday, LA

2025 Chevrolet Trailblazer LT

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

2025 Chevrolet Trailblazer LT

Ferriday, LA

UnscoredInsufficient · 4
$19,37356,612 mi

Comparison: 4 similar vehicles

Ferriday, LA

2024 Ford Escape Active

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

2024 Ford Escape Active

Ferriday, LA

Fair PriceModerate · 29
$19,39453,235 mi

Market: $16,788 – $21,740

Comparison: 29 similar vehicles

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

Ferriday, LA

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Ferriday, LA

Fair PriceModerate · 24
$19,54543,884 mi

Market: $15,500 – $23,995

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Ferriday, LA

2016 RAM 2500 Pickup Big Horn/Lone Star

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

2016 RAM 2500 Pickup Big Horn/Lone Star

Ferriday, LA

UnscoredInsufficient · 0
$19,723235,963 mi

Ferriday, LA

2024 Nissan Altima SR

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

2024 Nissan Altima SR

Ferriday, LA

Fair PriceRobust · 72
$19,83262,013 mi

Market: $16,664 – $24,089

Comparison: 72 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Ferriday, LA

2022 Dodge Charger SXT

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

2022 Dodge Charger SXT

Ferriday, LA

Fair PriceModerate · 46
$19,96292,891 mi

Market: $17,025 – $26,825

Comparison: 46 similar vehicles

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

Ferriday, LA

2024 Chevrolet Malibu 2LT

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

2024 Chevrolet Malibu 2LT

Ferriday, LA

UnscoredInsufficient · 0
$20,33227,545 mi

Ferriday, LA

2023 GMC Terrain SLT

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

2023 GMC Terrain SLT

Ferriday, LA

Fair PriceRobust · 74
$20,56177,321 mi

Market: $16,995 – $23,657

Comparison: 74 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Ferriday, LA

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Ferriday, LA

Fair PriceRobust · 83
$20,83559,824 mi

Market: $17,600 – $23,183

Comparison: 83 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Ferriday, LA

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Ferriday, LA

Fair PriceRobust · 220
$20,96030,416 mi

Market: $17,849 – $26,900

Comparison: 220 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 94 days listed (based on current market benchmarks)

Ferriday, LA

2023 Dodge Charger SXT

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

2023 Dodge Charger SXT

Ferriday, LA

Great DealLimited · 14
$20,98838,781 mi

Market: $23,576 – $28,606

Comparison: 14 similar vehicles

Competitively priced ~11% below the typical range compared to similar vehicles · 155 days listed (based on current market benchmarks)

Ferriday, LA

2025 Jeep Compass Limited

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

2025 Jeep Compass Limited

Ferriday, LA

Unscored
$21,24945,301 mi

Comparison: 5 similar vehicles

Ferriday, LA

2021 Ford Explorer Limited

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

2021 Ford Explorer Limited

Ferriday, LA

Fair PriceRobust · 50
$21,28091,215 mi

Market: $14,999 – $24,360

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Ferriday, LA

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Ferriday, LA

Fair PriceRobust · 91
$21,29026,495 mi

Market: $17,900 – $24,995

Comparison: 91 similar vehicles

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

Ferriday, LA

2025 Nissan Sentra SR

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

2025 Nissan Sentra SR

Ferriday, LA

Fair PriceModerate · 30
$21,60933,299 mi

Market: $19,177 – $23,950

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Ferriday, LA

2024 Jeep Grand Cherokee 4xe

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

2024 Jeep Grand Cherokee 4xe

Ferriday, LA

Fair PriceRobust · 153
$21,61471,697 mi

Market: $19,799 – $28,474

Comparison: 153 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Ferriday, LA

2023 Ford Edge Titanium

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

2023 Ford Edge Titanium

Ferriday, LA

Fair PriceLimited · 17
$21,69682,983 mi

Market: $19,405 – $23,995

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Ferriday, LA

2025 Jeep Compass Limited

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

2025 Jeep Compass Limited

Ferriday, LA

Fair PriceLimited · 10
$21,87638,920 mi

Market: $21,124 – $23,107

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 91 days listed (based on current market benchmarks)

Ferriday, LA

2025 Jeep Compass Limited

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

2025 Jeep Compass Limited

Ferriday, LA

Fair PriceLimited · 10
$22,08936,265 mi

Market: $21,124 – $23,107

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 91 days listed (based on current market benchmarks)

Ferriday, LA

2025 Jeep Compass Limited

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

2025 Jeep Compass Limited

Ferriday, LA

Fair PriceLimited · 10
$22,19933,639 mi

Market: $21,124 – $23,107

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 186 days listed (based on current market benchmarks)

Ferriday, LA

2025 Kia Sportage LX

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

2025 Kia Sportage LX

Ferriday, LA

UnscoredInsufficient · 0
$22,31538,599 mi

Ferriday, LA

2019 Jeep Wrangler Unlimited Sport

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

2019 Jeep Wrangler Unlimited Sport

Ferriday, LA

UnscoredInsufficient · 0
$22,50047,299 mi

Ferriday, LA

2025 Hyundai Sonata SEL

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

2025 Hyundai Sonata SEL

Ferriday, LA

Unscored
$22,61042,150 mi

Comparison: 8 similar vehicles

Ferriday, LA

2022 BMW 2 Series 228i

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

2022 BMW 2 Series 228i

Ferriday, LA

UnscoredInsufficient · 0
$22,84950,976 mi

Ferriday, LA

2018 RAM 2500 Pickup Tradesman

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

2018 RAM 2500 Pickup Tradesman

Ferriday, LA

Fair PriceModerate · 37
$22,936110,000 mi

Market: $13,900 – $34,655

Comparison: 37 similar vehicles

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

Ferriday, LA

2023 Mitsubishi Outlander SEL

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

2023 Mitsubishi Outlander SEL

Ferriday, LA

UnscoredInsufficient · 0
$22,98444,073 mi

Ferriday, LA

2025 Hyundai Sonata SEL

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

2025 Hyundai Sonata SEL

Ferriday, LA

Unscored
$23,18233,316 mi

Comparison: 5 similar vehicles

Ferriday, LA

2025 Chevrolet Equinox LT

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

2025 Chevrolet Equinox LT

Ferriday, LA

Fair PriceModerate · 24
$24,12123,295 mi

Market: $21,941 – $30,298

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 145 days listed (based on current market benchmarks)

Ferriday, LA

2024 Chevrolet TrailBlazer RS

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

2024 Chevrolet TrailBlazer RS

Ferriday, LA

UnscoredInsufficient · 0
$24,31039,534 mi

Ferriday, LA

2023 Chevrolet Silverado 1500 Work Truck

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

2023 Chevrolet Silverado 1500 Work Truck

Ferriday, LA

Fair PriceLimited · 14
$24,43691,682 mi

Market: $17,720 – $29,971

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 127 days listed (based on current market benchmarks)

Ferriday, LA

2022 Jeep Grand Cherokee L Limited

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

2022 Jeep Grand Cherokee L Limited

Ferriday, LA

Fair PriceModerate · 37
$24,50065,116 mi

Market: $20,577 – $26,424

Comparison: 37 similar vehicles

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

Ferriday, LA

2021 RAM 1500 Pickup Big Horn/Lone Star

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

2021 RAM 1500 Pickup Big Horn/Lone Star

Ferriday, LA

UnscoredInsufficient · 3
$24,620115,354 mi

Comparison: 3 similar vehicles

Ferriday, LA

2023 Nissan Pathfinder Rock Creek

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

2023 Nissan Pathfinder Rock Creek

Ferriday, LA

Fair PriceModerate · 21
$25,08085,000 mi

Market: $23,259 – $32,124

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 138 days listed (based on current market benchmarks)

Ferriday, LA

2023 Nissan Rogue SL

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

2023 Nissan Rogue SL

Ferriday, LA

Fair PriceModerate · 33
$25,27930,122 mi

Market: $21,422 – $29,777

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Ferriday, LA

2025 Chevrolet Blazer 2LT

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

2025 Chevrolet Blazer 2LT

Ferriday, LA

Fair PriceModerate · 27
$25,49428,428 mi

Market: $22,362 – $28,436

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 94 days listed (based on current market benchmarks)

Ferriday, LA

2026 Hyundai Tucson SEL

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

2026 Hyundai Tucson SEL

Ferriday, LA

Fair PriceModerate · 49
$25,74416,042 mi

Market: $22,310 – $29,877

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Ferriday, LA

2020 Jeep Wrangler Unlimited Sahara

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

2020 Jeep Wrangler Unlimited Sahara

Ferriday, LA

Fair PriceRobust · 69
$25,82560,399 mi

Market: $16,995 – $33,462

Comparison: 69 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Ferriday, 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 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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