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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 · October 29, 2026

6M+

Unique vehicles analyzed

as of October 28, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

38 listings found

2014 Chevrolet Express Cargo Work Van

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

2014 Chevrolet Express Cargo Work Van

Fallston, MD

Unscored
$5,500235,187 mi

Comparison: 44 similar vehicles

Fallston, MD

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Fallston, MD

Unscored
$15,79667,496 mi

Comparison: 28 similar vehicles

Fallston, MD

2017 Chevrolet Traverse 2LT

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

2017 Chevrolet Traverse 2LT

Fallston, MD

Unscored
$15,79860,155 mi

Comparison: 6 similar vehicles

Fallston, MD

2022 Chevrolet Trax LT

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

2022 Chevrolet Trax LT

Fallston, MD

Fair PriceLimited · 19
$16,79871,324 mi

Market: $10,995 – $16,890

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Fallston, MD

2017 Chevrolet Colorado Z71

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

2017 Chevrolet Colorado Z71

Fallston, MD

Unscored
$16,798149,279 mi

Comparison: 5 similar vehicles

Fallston, MD

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Fallston, MD

Fair PriceLimited · 13
$19,00053,564 mi

Market: $18,950 – $20,389

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Fallston, MD

2020 Chevrolet Colorado LT

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

2020 Chevrolet Colorado LT

Fallston, MD

Unscored
$19,375110,853 mi

Comparison: 5 similar vehicles

Fallston, MD

2021 Chevrolet Equinox LT

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

2021 Chevrolet Equinox LT

Fallston, MD

Fair PriceRobust · 64
$19,79650,045 mi

Market: $12,900 – $21,995

Comparison: 64 similar vehicles

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

Fallston, MD

2018 Chevrolet Traverse High Country

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

2018 Chevrolet Traverse High Country

Fallston, MD

Fair PriceModerate · 34
$20,69992,364 mi

Market: $11,995 – $24,898

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Fallston, MD

2024 Chevrolet Trax Activ

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

2024 Chevrolet Trax Activ

Fallston, MD

OverpricedLimited · 10
$20,79673,371 mi

Market: $18,764 – $20,789

Comparison: 10 similar vehicles

Fallston, MD

2023 Chevrolet TrailBlazer RS

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

2023 Chevrolet TrailBlazer RS

Fallston, MD

Fair PriceLimited · 13
$21,48436,276 mi

Market: $20,789 – $24,568

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Fallston, MD

2023 Chevrolet TrailBlazer LT

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

2023 Chevrolet TrailBlazer LT

Fallston, MD

Unscored
$22,79844,167 mi

Comparison: 9 similar vehicles

Fallston, MD

2023 Chevrolet Traverse 1LT

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

2023 Chevrolet Traverse 1LT

Fallston, MD

Fair PriceLimited · 17
$23,46570,754 mi

Market: $20,796 – $27,595

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 109 days listed (based on current market benchmarks)

Fallston, MD

2025 Chevrolet Trailblazer RS

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

2025 Chevrolet Trailblazer RS

Fallston, MD

UnscoredInsufficient · 3
$23,79621,169 mi

Comparison: 3 similar vehicles

Fallston, MD

2022 Chevrolet Colorado Work Truck

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

2022 Chevrolet Colorado Work Truck

Fallston, MD

UnscoredInsufficient · 0
$24,79613,067 mi

Fallston, MD

2019 Chevrolet Camaro 2LT

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

2019 Chevrolet Camaro 2LT

Fallston, MD

Unscored
$26,79622,609 mi

Comparison: 15 similar vehicles

Fallston, MD

2014 Chevrolet Camaro 2SS

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

2014 Chevrolet Camaro 2SS

Fallston, MD

UnscoredInsufficient · 4
$27,79847,962 mi

Comparison: 4 similar vehicles

Fallston, MD

2026 Chevrolet Equinox LT

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

2026 Chevrolet Equinox LT

Fallston, MD

Fair PriceModerate · 20
$28,7955,763 mi

Market: $24,800 – $32,479

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Fallston, MD

2022 Chevrolet Silverado 1500 Limited LT Trail Boss

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

2022 Chevrolet Silverado 1500 Limited LT Trail Boss

Fallston, MD

Fair PriceLimited · 14
$32,50077,411 mi

Market: $30,490 – $38,965

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Fallston, MD

2024 Chevrolet Traverse 2LT

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

2024 Chevrolet Traverse 2LT

Fallston, MD

Unscored
$32,76545,208 mi

Comparison: 12 similar vehicles

Fallston, MD

2022 Chevrolet Silverado 1500 LT

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

2022 Chevrolet Silverado 1500 LT

Fallston, MD

Fair PriceRobust · 64
$34,79537,985 mi

Market: $30,000 – $37,700

Comparison: 64 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Fallston, MD

2023 Chevrolet Traverse RS

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

2023 Chevrolet Traverse RS

Fallston, MD

Fair PriceModerate · 27
$35,79631,905 mi

Market: $32,000 – $36,390

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Fallston, MD

2024 Chevrolet Traverse 2LT

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

2024 Chevrolet Traverse 2LT

Fallston, MD

Fair PriceLimited · 12
$35,79842,217 mi

Market: $32,765 – $35,987

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Fallston, MD

2021 Chevrolet Silverado 1500 LTZ

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

2021 Chevrolet Silverado 1500 LTZ

Fallston, MD

Fair PriceRobust · 76
$36,79868,830 mi

Market: $22,943 – $42,599

Comparison: 76 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

Fallston, MD

2026 Chevrolet Colorado Trail Boss

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

2026 Chevrolet Colorado Trail Boss

Fallston, MD

UnscoredInsufficient · 4
$37,7954,702 mi

Comparison: 4 similar vehicles

Fallston, MD

2024 Chevrolet Colorado Z71

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

2024 Chevrolet Colorado Z71

Fallston, MD

Fair PriceLimited · 12
$38,79526,465 mi

Market: $36,823 – $39,689

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 141 days listed (based on current market benchmarks)

Fallston, MD

2021 Chevrolet Silverado 2500HD Work Truck

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

2021 Chevrolet Silverado 2500HD Work Truck

Fallston, MD

UnscoredInsufficient · 0
$38,79554,983 mi

Fallston, MD

2022 Chevrolet Silverado 1500 LT Trail Boss

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

2022 Chevrolet Silverado 1500 LT Trail Boss

Fallston, MD

Unscored
$39,79672,782 mi

Comparison: 7 similar vehicles

Fallston, MD

2021 Chevrolet Silverado 1500 LT Trail Boss

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

2021 Chevrolet Silverado 1500 LT Trail Boss

Fallston, MD

UnscoredInsufficient · 4
$41,35629,677 mi

Comparison: 4 similar vehicles

Fallston, MD

2023 Chevrolet Silverado 1500 RST

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

2023 Chevrolet Silverado 1500 RST

Fallston, MD

UnscoredInsufficient · 4
$42,30019,097 mi

Comparison: 4 similar vehicles

Fallston, MD

2025 Chevrolet Silverado 1500 RST

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

2025 Chevrolet Silverado 1500 RST

Fallston, MD

Fair PriceModerate · 21
$44,7964,798 mi

Market: $45,300 – $59,480

Comparison: 21 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 17 days listed (based on current market benchmarks)

Fallston, MD

2024 Chevrolet Colorado ZR2

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

2024 Chevrolet Colorado ZR2

Fallston, MD

Fair PriceRobust · 96
$46,79816,132 mi

Market: $42,000 – $49,775

Comparison: 96 similar vehicles

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

Fallston, MD

2024 Chevrolet Silverado 1500 LT Trail Boss

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

2024 Chevrolet Silverado 1500 LT Trail Boss

Fallston, MD

Fair PriceRobust · 93
$47,79535,877 mi

Market: $44,496 – $51,900

Comparison: 93 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 512 days listed (based on current market benchmarks)

Fallston, MD

2025 Chevrolet Colorado ZR2

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

2025 Chevrolet Colorado ZR2

Fallston, MD

Fair PriceLimited · 17
$48,7953,322 mi

Market: $44,976 – $48,995

Comparison: 17 similar vehicles

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

Fallston, MD

2022 Chevrolet Silverado 2500HD LTZ

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

2022 Chevrolet Silverado 2500HD LTZ

Fallston, MD

UnscoredInsufficient · 3
$49,79639,725 mi

Comparison: 3 similar vehicles

Fallston, MD

2025 Chevrolet Silverado 1500 RST

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

2025 Chevrolet Silverado 1500 RST

Fallston, MD

Fair PriceModerate · 21
$50,7957,900 mi

Market: $44,796 – $59,480

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Fallston, MD

2023 Chevrolet Corvette 2LT

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

2023 Chevrolet Corvette 2LT

Fallston, MD

Unscored
$64,30011,322 mi

Comparison: 7 similar vehicles

Fallston, MD

2026 Chevrolet Tahoe RST

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

2026 Chevrolet Tahoe RST

Fallston, MD

OverpricedLimited · 13
$74,00011,539 mi

Market: $68,000 – $72,794

Comparison: 13 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Fallston, MD

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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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