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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 21, 2026

6M+

Unique vehicles analyzed

as of October 21, 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

121 listings found

2009 Jeep Wrangler X

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

2009 Jeep Wrangler X

Key West, FL

UnscoredInsufficient · 3
$11,90093,511 mi

Comparison: 3 similar vehicles

Key West, FL

2022 Jeep Renegade Limited

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

2022 Jeep Renegade Limited

Key West, FL

UnscoredInsufficient · 0
$21,50044,869 mi

Key West, FL

2018 Jeep Cherokee Trailhawk

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

2018 Jeep Cherokee Trailhawk

Key West, FL

UnscoredInsufficient · 0
$21,67321,639 mi

Key West, FL

2025 Nissan Kicks S

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

2025 Nissan Kicks S

Key West, FL

OverpricedLimited · 12
$22,67321,365 mi

Market: $19,865 – $20,568

Comparison: 12 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Key West, FL

2022 Jeep Renegade Limited

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

2022 Jeep Renegade Limited

Key West, FL

UnscoredInsufficient · 0
$23,90023,667 mi

Key West, FL

2022 Kia Sorento SX

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

2022 Kia Sorento SX

Key West, FL

UnscoredInsufficient · 0
$26,67347,481 mi

Key West, FL

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Key West, FL

Fair PriceLimited · 12
$27,578Mileage not verified

Market: $27,618 – $28,908

Comparison: 12 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 52 days listed (based on current market benchmarks)

Key West, FL

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Key West, FL

Fair PriceLimited · 12
$27,618Mileage not verified

Market: $27,578 – $28,908

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Key West, FL

2026 Chevrolet Trailblazer LT

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

2026 Chevrolet Trailblazer LT

Key West, FL

UnscoredInsufficient · 4
$27,633Mileage not verified

Comparison: 4 similar vehicles

Key West, FL

2026 Chevrolet Trailblazer LT

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

2026 Chevrolet Trailblazer LT

Key West, FL

UnscoredInsufficient · 4
$27,673Mileage not verified

Comparison: 4 similar vehicles

Key West, FL

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Key West, FL

Fair PriceRobust · 609
$27,918Mileage not verified

Market: $22,439 – $31,288

Comparison: 609 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 114 days listed (based on current market benchmarks)

Key West, FL

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Key West, FL

Fair PriceLimited · 12
$28,513Mileage not verified

Market: $27,578 – $28,908

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Key West, FL

2026 Toyota Corolla Cross L

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

2026 Toyota Corolla Cross L

Key West, FL

Fair PriceRobust · 187
$28,623Mileage not verified

Market: $26,578 – $31,255

Comparison: 187 similar vehicles

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

Key West, FL

2023 Kia Sorento S

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

2023 Kia Sorento S

Key West, FL

UnscoredInsufficient · 0
$28,6735,634 mi

Key West, FL

2026 Toyota Corolla Cross L

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

2026 Toyota Corolla Cross L

Key West, FL

Fair PriceRobust · 187
$29,761Mileage not verified

Market: $26,578 – $31,255

Comparison: 187 similar vehicles

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

Key West, FL

2023 Jeep Wrangler 4-Door Sport S

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

2023 Jeep Wrangler 4-Door Sport S

Key West, FL

OverpricedModerate · 42
$30,67335,228 mi

Market: $26,079 – $30,570

Comparison: 42 similar vehicles

Key West, FL

2026 Chevrolet Trailblazer RS

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

2026 Chevrolet Trailblazer RS

Key West, FL

UnscoredLimited · 8
$31,073Mileage not verified

Comparison: 8 similar vehicles

Key West, FL

2026 Chevrolet Trailblazer RS

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

2026 Chevrolet Trailblazer RS

Key West, FL

UnscoredLimited · 8
$31,073Mileage not verified

Comparison: 8 similar vehicles

Key West, FL

2026 Chevrolet Trailblazer RS

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

2026 Chevrolet Trailblazer RS

Key West, FL

UnscoredLimited · 8
$31,073Mileage not verified

Comparison: 8 similar vehicles

Key West, FL

2026 Chevrolet Trailblazer RS

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

2026 Chevrolet Trailblazer RS

Key West, FL

UnscoredLimited · 8
$31,338Mileage not verified

Comparison: 8 similar vehicles

Key West, FL

2023 Toyota Highlander XLE

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

2023 Toyota Highlander XLE

Key West, FL

Fair PriceRobust · 76
$31,67398,264 mi

Market: $24,501 – $41,032

Comparison: 76 similar vehicles

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

Key West, FL

2027 Kia Seltos EX

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

2027 Kia Seltos EX

Key West, FL

UnscoredLimited · 8
$31,853Mileage not verified

Comparison: 8 similar vehicles

Key West, FL

2026 Toyota Corolla Cross LE

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

2026 Toyota Corolla Cross LE

Key West, FL

Fair PriceRobust · 412
$32,091Mileage not verified

Market: $28,889 – $35,873

Comparison: 412 similar vehicles

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

Key West, FL

2027 Kia Seltos EX

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

2027 Kia Seltos EX

Key West, FL

UnscoredLimited · 8
$32,298Mileage not verified

Comparison: 8 similar vehicles

Key West, FL

2026 Kia Sportage LX

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

2026 Kia Sportage LX

Key West, FL

Fair PriceRobust · 134
$32,718Mileage not verified

Market: $27,601 – $33,732

Comparison: 134 similar vehicles

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

Key West, FL

2025 Ford Bronco Sport Big Bend

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

2025 Ford Bronco Sport Big Bend

Key West, FL

UnscoredInsufficient · 0
$32,898Mileage not verified

Key West, FL

2027 Kia Seltos EX

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

2027 Kia Seltos EX

Key West, FL

UnscoredLimited · 8
$33,798Mileage not verified

Comparison: 8 similar vehicles

Key West, FL

2026 Kia Sportage EX

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

2026 Kia Sportage EX

Key West, FL

UnscoredLimited · 6
$34,053Mileage not verified

Comparison: 6 similar vehicles

Key West, FL

2026 Kia Sportage EX

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

2026 Kia Sportage EX

Key West, FL

UnscoredLimited · 6
$34,263Mileage not verified

Comparison: 6 similar vehicles

Key West, FL

2027 Kia Sportage EX

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

2027 Kia Sportage EX

Key West, FL

Fair PriceRobust · 1267
$35,198Mileage not verified

Market: $30,908 – $331,297

Comparison: 1267 similar vehicles

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

Key West, FL

2026 Kia Sorento LX

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

2026 Kia Sorento LX

Key West, FL

Fair PriceLimited · 10
$35,888Mileage not verified

Market: $35,813 – $36,308

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 168 days listed (based on current market benchmarks)

Key West, FL

2026 Kia Sorento LX

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

2026 Kia Sorento LX

Key West, FL

Fair PriceLimited · 10
$35,943Mileage not verified

Market: $35,813 – $36,308

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 174 days listed (based on current market benchmarks)

Key West, FL

2026 Kia Sorento LX

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

2026 Kia Sorento LX

Key West, FL

Fair PriceLimited · 10
$36,008Mileage not verified

Market: $35,813 – $36,308

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Key West, FL

2026 Kia Sorento LX

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

2026 Kia Sorento LX

Key West, FL

Fair PriceLimited · 10
$36,308Mileage not verified

Market: $35,813 – $36,308

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 105 days listed (based on current market benchmarks)

Key West, FL

2026 Kia Sorento LX

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

2026 Kia Sorento LX

Key West, FL

Fair PriceLimited · 10
$36,308Mileage not verified

Market: $35,813 – $36,308

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Key West, FL

2026 Toyota RAV4 LE

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

2026 Toyota RAV4 LE

Key West, FL

Fair PriceRobust · 481
$36,386Mileage not verified

Market: $33,472 – $40,102

Comparison: 481 similar vehicles

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

Key West, FL

2023 Toyota Highlander XLE

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

2023 Toyota Highlander XLE

Key West, FL

Fair PriceRobust · 59
$36,67322,545 mi

Market: $33,834 – $40,399

Comparison: 59 similar vehicles

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

Key West, FL

2027 Chevrolet Bolt RS

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

2027 Chevrolet Bolt RS

Key West, FL

Fair PriceRobust · 175
$37,378Mileage not verified

Market: $27,262 – $41,381

Comparison: 175 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 114 days listed (based on current market benchmarks)

Key West, FL

2019 Jeep Wrangler Unlimited Rubicon

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

2019 Jeep Wrangler Unlimited Rubicon

Key West, FL

UnscoredInsufficient · 0
$37,90019,308 mi

Key West, FL

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

Key West, FL

OverpricedRobust · 86
$38,073Mileage not verified

Market: $28,461 – $37,102

Comparison: 86 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Key West, FL

2026 Toyota RAV4 LE

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

2026 Toyota RAV4 LE

Key West, FL

Fair PriceRobust · 481
$38,649Mileage not verified

Market: $33,472 – $40,102

Comparison: 481 similar vehicles

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

Key West, FL

2026 Kia Sorento S

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

2026 Kia Sorento S

Key West, FL

Fair PriceLimited · 10
$38,938Mileage not verified

Market: $38,788 – $41,013

Comparison: 10 similar vehicles

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

Key West, FL

2026 Chevrolet Equinox RS

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

2026 Chevrolet Equinox RS

Key West, FL

OverpricedModerate · 37
$39,733Mileage not verified

Market: $29,542 – $38,115

Comparison: 37 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Key West, FL

2026 Ford Bronco Sport Outer Banks

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

2026 Ford Bronco Sport Outer Banks

Key West, FL

OverpricedRobust · 50
$39,773Mileage not verified

Market: $31,941 – $38,852

Comparison: 50 similar vehicles

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

Key West, FL

2026 Kia Sorento S

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

2026 Kia Sorento S

Key West, FL

Fair PriceLimited · 10
$40,013Mileage not verified

Market: $38,788 – $41,013

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 180 days listed (based on current market benchmarks)

Key West, FL

2026 Kia Sorento S

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

2026 Kia Sorento S

Key West, FL

Fair PriceLimited · 10
$40,013Mileage not verified

Market: $38,788 – $41,013

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Key West, FL

2026 Toyota RAV4 XLE

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

2026 Toyota RAV4 XLE

Key West, FL

UnscoredInsufficient · 3
$40,087Mileage not verified

Comparison: 3 similar vehicles

Key West, FL

2024 Cadillac XT5 Premium Luxury

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

2024 Cadillac XT5 Premium Luxury

Key West, FL

Fair PriceModerate · 30
$40,67328,537 mi

Market: $31,985 – $42,245

Comparison: 30 similar vehicles

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

Key West, FL

2024 Toyota Highlander XLE

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

2024 Toyota Highlander XLE

Key West, FL

Fair PriceModerate · 38
$40,67326,576 mi

Market: $36,005 – $41,868

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Key West, FL

2026 Kia Sorento S

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

2026 Kia Sorento S

Key West, FL

OverpricedLimited · 10
$41,013Mileage not verified

Market: $38,788 – $40,013

Comparison: 10 similar vehicles

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

Key West, FL

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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