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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 11, 2026

7.3M+

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

589 listings found

2015 Subaru Impreza Premium

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

2015 Subaru Impreza Premium

Columbia, CT

Fair PriceRobust · 55
$10,59795,286 mi

Market: $3,995 – $14,998

Comparison: 55 similar vehicles

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

Columbia, CT

2020 Jeep Compass Limited

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

2020 Jeep Compass Limited

Columbia, CT

Unscored
$12,472115,720 mi

Comparison: 14 similar vehicles

Columbia, CT

2022 Chevrolet Malibu 1LT

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

2022 Chevrolet Malibu 1LT

Columbia, CT

Fair PriceRobust · 82
$14,59771,735 mi

Market: $8,875 – $20,170

Comparison: 82 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 83 days listed (based on current market benchmarks)

Columbia, CT

2020 Nissan Rogue Sport SV

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

2020 Nissan Rogue Sport SV

Columbia, CT

UnscoredInsufficient · 3
$14,597100,419 mi

Comparison: 3 similar vehicles

Columbia, CT

2021 Jeep Compass Trailhawk

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

2021 Jeep Compass Trailhawk

Columbia, CT

Fair PriceModerate · 20
$14,64986,221 mi

Market: $12,361 – $19,495

Comparison: 20 similar vehicles

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

Columbia, CT

2019 Hyundai Tucson SE

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

2019 Hyundai Tucson SE

Columbia, CT

Unscored
$14,89491,309 mi

Comparison: 8 similar vehicles

Columbia, CT

2016 Jeep Wrangler Unlimited Sahara

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

2016 Jeep Wrangler Unlimited Sahara

Columbia, CT

Fair PriceLimited · 10
$15,89492,612 mi

Market: $12,995 – $19,995

Comparison: 10 similar vehicles

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

Columbia, CT

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

Columbia, CT

Fair PriceRobust · 52
$16,894105,936 mi

Market: $11,440 – $20,998

Comparison: 52 similar vehicles

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

Columbia, CT

2019 Ford Escape SEL

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

2019 Ford Escape SEL

Columbia, CT

Fair PriceLimited · 12
$16,98435,225 mi

Market: $16,899 – $21,499

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Columbia, CT

2023 Kia Forte LXS

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

2023 Kia Forte LXS

Columbia, CT

Fair PriceLimited · 11
$17,99724,227 mi

Market: $16,367 – $18,769

Comparison: 11 similar vehicles

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

Columbia, CT

2023 Kia Forte LXS

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

2023 Kia Forte LXS

Columbia, CT

Fair PriceLimited · 18
$18,21453,002 mi

Market: $13,995 – $20,990

Comparison: 18 similar vehicles

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

Columbia, CT

2024 Nissan Altima SV

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

2024 Nissan Altima SV

Columbia, CT

Fair PriceModerate · 27
$18,55453,028 mi

Market: $16,892 – $20,978

Comparison: 27 similar vehicles

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

Columbia, CT

2025 Hyundai Venue SEL

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

2025 Hyundai Venue SEL

Columbia, CT

Fair PriceRobust · 81
$18,87724,889 mi

Market: $16,295 – $19,999

Comparison: 81 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Columbia, CT

2022 Nissan Rogue Sport S

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

2022 Nissan Rogue Sport S

Columbia, CT

OverpricedLimited · 18
$18,89752,328 mi

Market: $16,697 – $18,000

Comparison: 18 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Columbia, CT

2023 Kia Niro Wind

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

2023 Kia Niro Wind

Columbia, CT

UnscoredInsufficient · 4
$18,97548,285 mi

Comparison: 4 similar vehicles

Columbia, CT

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Columbia, CT

Fair PriceModerate · 35
$18,98458,336 mi

Market: $18,628 – $26,990

Comparison: 35 similar vehicles

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

Columbia, CT

2018 Honda Civic EX-T

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

2018 Honda Civic EX-T

Columbia, CT

UnscoredInsufficient · 3
$19,39449,425 mi

Comparison: 3 similar vehicles

Columbia, CT

2022 Jeep Compass Limited

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

2022 Jeep Compass Limited

Columbia, CT

Unscored
$19,86167,000 mi

Comparison: 5 similar vehicles

Columbia, CT

2024 Mitsubishi Outlander Sport SE

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

2024 Mitsubishi Outlander Sport SE

Columbia, CT

UnscoredInsufficient · 0
$19,88921,278 mi

Columbia, CT

2018 Honda CR-V EX

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

2018 Honda CR-V EX

Columbia, CT

Fair PriceModerate · 33
$19,95277,887 mi

Market: $13,500 – $19,988

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Columbia, CT

2021 Jeep Wrangler Sport

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

2021 Jeep Wrangler Sport

Columbia, CT

Unscored
$20,88759,317 mi

Comparison: 7 similar vehicles

Columbia, CT

2022 Kia K5 GT-Line

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

2022 Kia K5 GT-Line

Columbia, CT

UnscoredInsufficient · 0
$21,88733,433 mi

Columbia, CT

2022 Subaru Forester Premium

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

2022 Subaru Forester Premium

Columbia, CT

Fair PriceLimited · 11
$22,09856,441 mi

Market: $22,405 – $24,852

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 68 days listed (based on current market benchmarks)

Columbia, CT

2025 Kia K4 EX

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

2025 Kia K4 EX

Columbia, CT

Unscored
$22,29338,834 mi

Comparison: 7 similar vehicles

Columbia, CT

2021 Volkswagen Atlas SEL R-Line

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

2021 Volkswagen Atlas SEL R-Line

Columbia, CT

Fair PriceModerate · 20
$22,54698,500 mi

Market: $15,950 – $24,205

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Columbia, CT

2023 Jeep Grand Cherokee 4xe

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

2023 Jeep Grand Cherokee 4xe

Columbia, CT

Fair PriceModerate · 30
$22,65552,756 mi

Market: $18,995 – $26,498

Comparison: 30 similar vehicles

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

Columbia, CT

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

Columbia, CT

Fair PriceRobust · 53
$22,84265,463 mi

Market: $18,985 – $23,567

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Columbia, CT

2023 Kia Niro LX

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

2023 Kia Niro LX

Columbia, CT

UnscoredInsufficient · 3
$22,89436,021 mi

Comparison: 3 similar vehicles

Columbia, CT

2019 GMC Sierra 1500 SLE

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

2019 GMC Sierra 1500 SLE

Columbia, CT

Unscored
$22,894134,679 mi

Comparison: 5 similar vehicles

Columbia, CT

2023 Jeep Compass High Altitude

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

2023 Jeep Compass High Altitude

Columbia, CT

Fair PriceLimited · 19
$22,93236,401 mi

Market: $20,990 – $27,290

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Columbia, CT

2021 GMC Sierra 1500 SLT

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

2021 GMC Sierra 1500 SLT

Columbia, CT

Unscored
$23,098122,026 mi

Comparison: 12 similar vehicles

Columbia, CT

2023 Subaru Impreza Premium

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

2023 Subaru Impreza Premium

Columbia, CT

Unscored
$23,89434,978 mi

Comparison: 7 similar vehicles

Columbia, CT

2025 Kia Soul GT-Line

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

2025 Kia Soul GT-Line

Columbia, CT

Unscored
$23,9526,431 mi

Comparison: 7 similar vehicles

Columbia, CT

2026 Kia Seltos LX

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

2026 Kia Seltos LX

Columbia, CT

Fair PriceModerate · 21
$23,9815,056 mi

Market: $22,999 – $25,573

Comparison: 21 similar vehicles

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

Columbia, CT

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

Columbia, CT

Unscored
$24,17236,241 mi

Comparison: 6 similar vehicles

Columbia, CT

2024 Kia Seltos SX

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

2024 Kia Seltos SX

Columbia, CT

Unscored
$24,17524,677 mi

Comparison: 5 similar vehicles

Columbia, CT

2026 Kia K4 LXS

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

2026 Kia K4 LXS

Columbia, CT

Fair PriceRobust · 53
$24,306Mileage not verified

Market: $23,322 – $26,135

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 125 days listed (based on current market benchmarks)

Columbia, CT

2026 Kia K4 LXS

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

2026 Kia K4 LXS

Columbia, CT

Fair PriceRobust · 53
$24,678Mileage not verified

Market: $23,322 – $26,135

Comparison: 53 similar vehicles

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

Columbia, CT

2026 Kia K4 LXS

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

2026 Kia K4 LXS

Columbia, CT

Fair PriceRobust · 53
$24,678Mileage not verified

Market: $23,322 – $26,135

Comparison: 53 similar vehicles

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

Columbia, CT

2026 Kia K4 LXS

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

2026 Kia K4 LXS

Columbia, CT

Fair PriceRobust · 53
$24,927Mileage not verified

Market: $23,322 – $26,135

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Columbia, CT

2026 Kia K4 LXS

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

2026 Kia K4 LXS

Columbia, CT

Fair PriceRobust · 53
$25,061Mileage not verified

Market: $23,322 – $26,135

Comparison: 53 similar vehicles

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

Columbia, CT

2026 Kia K4 LXS

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

2026 Kia K4 LXS

Columbia, CT

Fair PriceRobust · 53
$25,061Mileage not verified

Market: $23,322 – $26,135

Comparison: 53 similar vehicles

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

Columbia, CT

2026 Hyundai Venue SEL

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

2026 Hyundai Venue SEL

Columbia, CT

Fair PriceRobust · 155
$25,090Mileage not verified

Market: $22,674 – $26,295

Comparison: 155 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 156 days listed (based on current market benchmarks)

Columbia, CT

2023 Nissan Rogue SL

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

2023 Nissan Rogue SL

Columbia, CT

Fair PriceModerate · 39
$25,09734,494 mi

Market: $21,998 – $26,999

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Columbia, CT

2021 Ford F-150 XL

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

2021 Ford F-150 XL

Columbia, CT

Fair PriceModerate · 20
$25,11883,483 mi

Market: $18,656 – $39,824

Comparison: 20 similar vehicles

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

Columbia, CT

2024 Subaru Outback Premium

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

2024 Subaru Outback Premium

Columbia, CT

Unscored
$25,14949,847 mi

Comparison: 11 similar vehicles

Columbia, CT

2026 Hyundai Venue SEL

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

2026 Hyundai Venue SEL

Columbia, CT

Fair PriceRobust · 155
$25,152Mileage not verified

Market: $22,674 – $26,295

Comparison: 155 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 156 days listed (based on current market benchmarks)

Columbia, CT

2026 Hyundai Venue SEL

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

2026 Hyundai Venue SEL

Columbia, CT

Fair PriceRobust · 155
$25,152Mileage not verified

Market: $22,674 – $26,295

Comparison: 155 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 249 days listed (based on current market benchmarks)

Columbia, CT

2026 Hyundai Venue SEL

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

2026 Hyundai Venue SEL

Columbia, CT

Fair PriceRobust · 155
$25,152Mileage not verified

Market: $22,674 – $26,295

Comparison: 155 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 249 days listed (based on current market benchmarks)

Columbia, CT

2026 Hyundai Elantra SEL Sport Plus

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

2026 Hyundai Elantra SEL Sport Plus

Columbia, CT

Fair PriceRobust · 358
$25,179Mileage not verified

Market: $23,428 – $35,100

Comparison: 358 similar vehicles

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

Columbia, CT

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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