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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

124 listings found

2019 Volkswagen Atlas SE w/Tech

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

2019 Volkswagen Atlas SE w/Tech

Rockdale, TX

Unscored
$10,132174,558 mi

Comparison: 72 similar vehicles

Rockdale, TX

2018 Volkswagen Tiguan S

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

2018 Volkswagen Tiguan S

Rockdale, TX

Unscored
$10,216134,521 mi

Comparison: 42 similar vehicles

Rockdale, TX

2017 Mercedes-Benz CLA CLA250

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

2017 Mercedes-Benz CLA CLA250

Rockdale, TX

Unscored
$12,177127,219 mi

Comparison: 25 similar vehicles

Rockdale, TX

2001 Jeep Wrangler SPORT

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

2001 Jeep Wrangler SPORT

Rockdale, TX

UnscoredInsufficient · 4
$13,21675,504 mi

Comparison: 4 similar vehicles

Rockdale, TX

2019 Ford F-150 XL

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

2019 Ford F-150 XL

Rockdale, TX

Unscored
$17,532123,019 mi

Comparison: 5 similar vehicles

Rockdale, TX

2019 Lincoln MKZ Base/Premiere

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

2019 Lincoln MKZ Base/Premiere

Rockdale, TX

Unscored
$17,63469,169 mi

Comparison: 7 similar vehicles

Rockdale, TX

2019 Ford Expedition Limited

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

2019 Ford Expedition Limited

Rockdale, TX

Unscored
$17,932131,616 mi

Comparison: 173 similar vehicles

Rockdale, TX

2019 Subaru Forester Sport

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

2019 Subaru Forester Sport

Rockdale, TX

Unscored
$20,01653,975 mi

Comparison: 5 similar vehicles

Rockdale, TX

2021 Ford Explorer XLT

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

2021 Ford Explorer XLT

Rockdale, TX

Fair PriceRobust · 252
$20,13275,004 mi

Market: $11,490 – $28,856

Comparison: 252 similar vehicles

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

Rockdale, TX

2020 Ford F-150 XLT

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

2020 Ford F-150 XLT

Rockdale, TX

UnscoredInsufficient · 3
$21,142122,000 mi

Comparison: 3 similar vehicles

Rockdale, TX

2024 Jeep Grand Cherokee Laredo

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

2024 Jeep Grand Cherokee Laredo

Rockdale, TX

Fair PriceModerate · 33
$22,05961,899 mi

Market: $19,723 – $29,999

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Rockdale, TX

2019 Chevrolet Colorado Z71

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

2019 Chevrolet Colorado Z71

Rockdale, TX

Fair PriceRobust · 50
$22,64865,723 mi

Market: $14,890 – $28,220

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Rockdale, TX

2018 GENESIS G80 Base

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

2018 GENESIS G80 Base

Rockdale, TX

UnscoredInsufficient · 0
$22,68629,348 mi

Rockdale, TX

2024 Nissan Pathfinder S

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

2024 Nissan Pathfinder S

Rockdale, TX

Unscored
$22,75861,392 mi

Comparison: 6 similar vehicles

Rockdale, TX

2022 Chevrolet Blazer Premier

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

2022 Chevrolet Blazer Premier

Rockdale, TX

UnscoredInsufficient · 3
$24,23583,525 mi

Comparison: 3 similar vehicles

Rockdale, TX

2021 GENESIS GV80 Standard

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

2021 GENESIS GV80 Standard

Rockdale, TX

Fair PriceModerate · 45
$24,55397,450 mi

Market: $23,454 – $32,998

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 128 days listed (based on current market benchmarks)

Rockdale, TX

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

Rockdale, TX

Unscored
$25,218127,413 mi

Comparison: 59 similar vehicles

Rockdale, TX

2025 Volkswagen Atlas SE w/Tech

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

2025 Volkswagen Atlas SE w/Tech

Rockdale, TX

Fair PriceRobust · 56
$25,63249,995 mi

Market: $23,797 – $34,795

Comparison: 56 similar vehicles

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

Rockdale, TX

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Rockdale, TX

Fair PriceModerate · 39
$25,805Mileage not verified

Market: $23,520 – $27,770

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 104 days listed (based on current market benchmarks)

Rockdale, TX

2022 Ford F-150 XL

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

2022 Ford F-150 XL

Rockdale, TX

UnscoredInsufficient · 4
$27,70765,929 mi

Comparison: 4 similar vehicles

Rockdale, TX

2020 BMW X3 40i

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

2020 BMW X3 40i

Rockdale, TX

Unscored
$28,47878,799 mi

Comparison: 6 similar vehicles

Rockdale, TX

2019 Chevrolet Silverado 2500HD Work Truck

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

2019 Chevrolet Silverado 2500HD Work Truck

Rockdale, TX

Fair PriceModerate · 42
$28,970108,614 mi

Market: $10,800 – $29,995

Comparison: 42 similar vehicles

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

Rockdale, TX

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

Rockdale, TX

Fair PriceModerate · 49
$31,28854,507 mi

Market: $23,950 – $38,000

Comparison: 49 similar vehicles

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

Rockdale, TX

2025 Jeep Wrangler 4-Door Rubicon

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

2025 Jeep Wrangler 4-Door Rubicon

Rockdale, TX

UnscoredInsufficient · 4
$32,36930,118 mi

Comparison: 4 similar vehicles

Rockdale, TX

2023 Nissan Armada SV

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

2023 Nissan Armada SV

Rockdale, TX

UnscoredInsufficient · 0
$32,79037,793 mi

Rockdale, TX

2022 Toyota Sienna XLE

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

2022 Toyota Sienna XLE

Rockdale, TX

Fair PriceRobust · 64
$33,01974,766 mi

Market: $17,806 – $63,990

Comparison: 64 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 113 days listed (based on current market benchmarks)

Rockdale, TX

2024 Ford F-150 XLT

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

2024 Ford F-150 XLT

Rockdale, TX

Fair PriceRobust · 179
$33,03261,614 mi

Market: $25,597 – $47,725

Comparison: 179 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 113 days listed (based on current market benchmarks)

Rockdale, TX

2026 Chevrolet Colorado Work Truck

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

2026 Chevrolet Colorado Work Truck

Rockdale, TX

Fair PriceModerate · 20
$33,365Mileage not verified

Market: $32,072 – $36,163

Comparison: 20 similar vehicles

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

Rockdale, TX

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Rockdale, TX

Fair PriceRobust · 299
$33,570Mileage not verified

Market: $25,199 – $38,755

Comparison: 299 similar vehicles

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

Rockdale, TX

2025 Chevrolet Silverado 1500 Custom

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

2025 Chevrolet Silverado 1500 Custom

Rockdale, TX

Fair PriceRobust · 88
$34,21618,724 mi

Market: $29,675 – $47,063

Comparison: 88 similar vehicles

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

Rockdale, TX

2024 Ford F-150 XLT

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

2024 Ford F-150 XLT

Rockdale, TX

Unscored
$34,71865,397 mi

Comparison: 6 similar vehicles

Rockdale, TX

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Rockdale, TX

Fair PriceRobust · 229
$34,720Mileage not verified

Market: $26,495 – $38,975

Comparison: 229 similar vehicles

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

Rockdale, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Rockdale, TX

Fair PriceRobust · 176
$37,495Mileage not verified

Market: $25,509 – $46,625

Comparison: 176 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 92 days listed (based on current market benchmarks)

Rockdale, TX

2021 Chevrolet Tahoe Z71

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

2021 Chevrolet Tahoe Z71

Rockdale, TX

Unscored
$37,51893,301 mi

Comparison: 6 similar vehicles

Rockdale, TX

2021 Ford F-150 King Ranch

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

2021 Ford F-150 King Ranch

Rockdale, TX

Fair PriceRobust · 61
$38,77796,764 mi

Market: $27,499 – $45,485

Comparison: 61 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Rockdale, TX

2021 GMC Yukon Denali

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

2021 GMC Yukon Denali

Rockdale, TX

Fair PriceLimited · 11
$39,21999,551 mi

Market: $35,455 – $44,463

Comparison: 11 similar vehicles

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

Rockdale, TX

2025 Toyota Tacoma TRD Sport

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

2025 Toyota Tacoma TRD Sport

Rockdale, TX

Unscored
$39,71718,641 mi

Comparison: 5 similar vehicles

Rockdale, TX

2025 Chevrolet Silverado 2500HD Custom

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

2025 Chevrolet Silverado 2500HD Custom

Rockdale, TX

Fair PriceLimited · 13
$40,53275,131 mi

Market: $39,962 – $53,523

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Rockdale, TX

2024 Chevrolet Silverado 1500 LTZ

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

2024 Chevrolet Silverado 1500 LTZ

Rockdale, TX

Fair PriceRobust · 59
$41,22030,636 mi

Market: $35,000 – $47,714

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 92 days listed (based on current market benchmarks)

Rockdale, TX

2026 Chevrolet Silverado 1500 Custom

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

2026 Chevrolet Silverado 1500 Custom

Rockdale, TX

Fair PriceRobust · 51
$42,545Mileage not verified

Market: $39,047 – $48,790

Comparison: 51 similar vehicles

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

Rockdale, TX

2026 Ford Maverick Lobo Premium

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

2026 Ford Maverick Lobo Premium

Rockdale, TX

UnscoredInsufficient · 3
$42,927Mileage not verified

Comparison: 3 similar vehicles

Rockdale, TX

2027 Chevrolet Equinox ACTIV

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

2027 Chevrolet Equinox ACTIV

Rockdale, TX

Unscored
$43,450Mileage not verified

Comparison: 5 similar vehicles

Rockdale, TX

2026 Chevrolet Silverado 1500 Custom

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

2026 Chevrolet Silverado 1500 Custom

Rockdale, TX

Fair PriceRobust · 51
$43,845Mileage not verified

Market: $39,047 – $48,790

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Rockdale, TX

2026 Chevrolet Equinox EV 2LT

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

2026 Chevrolet Equinox EV 2LT

Rockdale, TX

Fair PriceRobust · 221
$43,8502,989 mi

Market: $32,256 – $54,690

Comparison: 221 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 288 days listed (based on current market benchmarks)

Rockdale, TX

2026 Chevrolet Traverse LT

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

2026 Chevrolet Traverse LT

Rockdale, TX

UnscoredInsufficient · 3
$44,794Mileage not verified

Comparison: 3 similar vehicles

Rockdale, TX

2026 Chevrolet Silverado 1500 Custom

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

2026 Chevrolet Silverado 1500 Custom

Rockdale, TX

Fair PriceRobust · 51
$44,845Mileage not verified

Market: $39,047 – $48,790

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Rockdale, TX

2026 Ford Explorer

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

2026 Ford Explorer

Rockdale, TX

UnscoredInsufficient · 0
$44,963Mileage not verified

Rockdale, TX

2026 Ford F-150 STX

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

2026 Ford F-150 STX

Rockdale, TX

Fair PriceRobust · 879
$46,258Mileage not verified

Market: $36,203 – $62,013

Comparison: 879 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 92 days listed (based on current market benchmarks)

Rockdale, TX

2026 Chevrolet Silverado 1500 RST

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

2026 Chevrolet Silverado 1500 RST

Rockdale, TX

Fair PriceRobust · 132
$46,730Mileage not verified

Market: $44,065 – $99,945

Comparison: 132 similar vehicles

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

Rockdale, TX

2024 Chevrolet Silverado 1500 RST

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

2024 Chevrolet Silverado 1500 RST

Rockdale, TX

Fair PriceModerate · 37
$48,21714,251 mi

Market: $39,516 – $65,990

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 113 days listed (based on current market benchmarks)

Rockdale, TX

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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