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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

86 listings found

2014 Nissan Rogue SV

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

2014 Nissan Rogue SV

Lehigh Acres, FL

Unscored
$2,700214,066 mi

Comparison: 11 similar vehicles

Lehigh Acres, FL

2017 Ford Escape S

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

2017 Ford Escape S

Lehigh Acres, FL

UnscoredInsufficient · 3
$3,000201,662 mi

Comparison: 3 similar vehicles

Lehigh Acres, FL

2019 Jeep Cherokee Latitude Plus

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

2019 Jeep Cherokee Latitude Plus

Lehigh Acres, FL

Unscored
$3,500239,950 mi

Comparison: 6 similar vehicles

Lehigh Acres, FL

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Lehigh Acres, FL

Unscored
$3,800Mileage not verified

Comparison: 5 similar vehicles

Lehigh Acres, FL

2015 Ford Focus SE

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

2015 Ford Focus SE

Lehigh Acres, FL

Unscored
$3,800156,866 mi

Comparison: 32 similar vehicles

Lehigh Acres, FL

2013 GMC Sierra 2500HD Work Truck

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

2013 GMC Sierra 2500HD Work Truck

Lehigh Acres, FL

UnscoredInsufficient · 0
$4,000Mileage not verified

Lehigh Acres, FL

2019 Nissan Altima SL

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

2019 Nissan Altima SL

Lehigh Acres, FL

Unscored
$4,500187,665 mi

Comparison: 54 similar vehicles

Lehigh Acres, FL

2014 Cadillac XTS Luxury Collection

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

2014 Cadillac XTS Luxury Collection

Lehigh Acres, FL

Unscored
$4,500158,835 mi

Comparison: 32 similar vehicles

Lehigh Acres, FL

2018 Nissan Altima S

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

2018 Nissan Altima S

Lehigh Acres, FL

Unscored
$4,800140,684 mi

Comparison: 64 similar vehicles

Lehigh Acres, FL

2013 INFINITI G Sedan 37x

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

2013 INFINITI G Sedan 37x

Lehigh Acres, FL

Unscored
$4,800Mileage not verified

Comparison: 9 similar vehicles

Lehigh Acres, FL

2016 Ford Fusion S

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

2016 Ford Fusion S

Lehigh Acres, FL

Unscored
$4,900160,675 mi

Comparison: 9 similar vehicles

Lehigh Acres, FL

2020 Chevrolet Sonic Premier

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

2020 Chevrolet Sonic Premier

Lehigh Acres, FL

UnscoredInsufficient · 0
$5,00096,939 mi

Lehigh Acres, FL

2013 Hyundai Elantra Limited

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

2013 Hyundai Elantra Limited

Lehigh Acres, FL

Unscored
$5,000130,622 mi

Comparison: 41 similar vehicles

Lehigh Acres, FL

2018 Nissan Pathfinder Platinum

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

2018 Nissan Pathfinder Platinum

Lehigh Acres, FL

UnscoredInsufficient · 3
$5,500145,572 mi

Comparison: 3 similar vehicles

Lehigh Acres, FL

2018 Nissan Rogue Sport SL

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

2018 Nissan Rogue Sport SL

Lehigh Acres, FL

Unscored
$5,500142,492 mi

Comparison: 7 similar vehicles

Lehigh Acres, FL

2011 Chevrolet Suburban LT

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

2011 Chevrolet Suburban LT

Lehigh Acres, FL

Unscored
$5,784172,426 mi

Comparison: 5 similar vehicles

Lehigh Acres, FL

2013 Toyota Corolla L

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

2013 Toyota Corolla L

Lehigh Acres, FL

Unscored
$5,852170,250 mi

Comparison: 19 similar vehicles

Lehigh Acres, FL

2015 RAM 1500 Pickup Big Horn/Lone Star

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

2015 RAM 1500 Pickup Big Horn/Lone Star

Lehigh Acres, FL

Unscored
$6,300193,013 mi

Comparison: 8 similar vehicles

Lehigh Acres, FL

2004 Nissan 350Z Roadster Touring

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

2004 Nissan 350Z Roadster Touring

Lehigh Acres, FL

UnscoredInsufficient · 0
$7,85277,187 mi

Lehigh Acres, FL

2016 BMW 2 Series M235i

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

2016 BMW 2 Series M235i

Lehigh Acres, FL

Unscored
$8,500133,112 mi

Comparison: 7 similar vehicles

Lehigh Acres, FL

2023 GMC Acadia SLE

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

2023 GMC Acadia SLE

Lehigh Acres, FL

Unscored
$8,784169,545 mi

Comparison: 19 similar vehicles

Lehigh Acres, FL

2013 Mercedes-Benz C-Class C300 Sport

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

2013 Mercedes-Benz C-Class C300 Sport

Lehigh Acres, FL

Unscored
$8,900109,079 mi

Comparison: 7 similar vehicles

Lehigh Acres, FL

2021 Ford EcoSport SE

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

2021 Ford EcoSport SE

Lehigh Acres, FL

Fair PriceLimited · 18
$10,25294,284 mi

Market: $7,900 – $15,059

Comparison: 18 similar vehicles

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

Lehigh Acres, FL

2021 Chevrolet Silverado 1500 Custom

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

2021 Chevrolet Silverado 1500 Custom

Lehigh Acres, FL

Unscored
$11,884128,957 mi

Comparison: 13 similar vehicles

Lehigh Acres, FL

2011 Chevrolet Camaro 2LT

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

2011 Chevrolet Camaro 2LT

Lehigh Acres, FL

Fair PriceLimited · 16
$11,98470,381 mi

Market: $8,950 – $14,900

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 293 days listed (based on current market benchmarks)

Lehigh Acres, FL

2014 GMC Yukon XL SLT

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

2014 GMC Yukon XL SLT

Lehigh Acres, FL

UnscoredInsufficient · 0
$12,352136,006 mi

Lehigh Acres, FL

2015 Maserati Ghibli S

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

2015 Maserati Ghibli S

Lehigh Acres, FL

Unscored
$13,20098,038 mi

Comparison: 8 similar vehicles

Lehigh Acres, FL

2012 RAM 3500 Pickup Laramie Longhorn

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

2012 RAM 3500 Pickup Laramie Longhorn

Lehigh Acres, FL

UnscoredInsufficient · 0
$13,500234,118 mi

Lehigh Acres, FL

2017 GMC Acadia Limited Base

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

2017 GMC Acadia Limited Base

Lehigh Acres, FL

Fair PriceModerate · 30
$13,98494,111 mi

Market: $7,950 – $20,900

Comparison: 30 similar vehicles

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

Lehigh Acres, FL

2022 Ford Escape SE

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

2022 Ford Escape SE

Lehigh Acres, FL

Fair PriceLimited · 11
$14,05232,569 mi

Market: $14,352 – $18,991

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 65 days listed (based on current market benchmarks)

Lehigh Acres, FL

2019 Chrysler Pacifica Limited

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

2019 Chrysler Pacifica Limited

Lehigh Acres, FL

Unscored
$14,352106,376 mi

Comparison: 7 similar vehicles

Lehigh Acres, FL

2022 Ford Escape SEL

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

2022 Ford Escape SEL

Lehigh Acres, FL

UnscoredInsufficient · 3
$14,88483,220 mi

Comparison: 3 similar vehicles

Lehigh Acres, FL

2022 Toyota Corolla LE

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

2022 Toyota Corolla LE

Lehigh Acres, FL

Unscored
$15,25283,579 mi

Comparison: 9 similar vehicles

Lehigh Acres, FL

2019 Audi e-tron Premium Plus

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

2019 Audi e-tron Premium Plus

Lehigh Acres, FL

UnscoredInsufficient · 0
$15,35283,257 mi

Lehigh Acres, FL

2020 GMC Terrain SLT

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

2020 GMC Terrain SLT

Lehigh Acres, FL

Unscored
$15,85277,020 mi

Comparison: 5 similar vehicles

Lehigh Acres, FL

2020 Honda Civic LX

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

2020 Honda Civic LX

Lehigh Acres, FL

Unscored
$16,15255,745 mi

Comparison: 9 similar vehicles

Lehigh Acres, FL

2024 Chevrolet Equinox LS

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

2024 Chevrolet Equinox LS

Lehigh Acres, FL

Unscored
$16,28463,359 mi

Comparison: 6 similar vehicles

Lehigh Acres, FL

2022 Chevrolet Equinox LT

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

2022 Chevrolet Equinox LT

Lehigh Acres, FL

Fair PriceModerate · 38
$16,35256,375 mi

Market: $14,995 – $20,394

Comparison: 38 similar vehicles

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

Lehigh Acres, FL

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Lehigh Acres, FL

Fair PriceModerate · 38
$16,78462,638 mi

Market: $14,743 – $25,025

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Lehigh Acres, FL

2023 Ford Escape Active

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

2023 Ford Escape Active

Lehigh Acres, FL

Fair PriceLimited · 14
$16,98453,559 mi

Market: $15,794 – $19,615

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 173 days listed (based on current market benchmarks)

Lehigh Acres, FL

2021 GMC Terrain SLT

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

2021 GMC Terrain SLT

Lehigh Acres, FL

Fair PriceModerate · 46
$17,68467,147 mi

Market: $12,991 – $20,104

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 206 days listed (based on current market benchmarks)

Lehigh Acres, FL

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

Lehigh Acres, FL

Fair PriceRobust · 93
$17,98479,133 mi

Market: $8,955 – $25,188

Comparison: 93 similar vehicles

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

Lehigh Acres, FL

2022 Ford Escape SEL

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

2022 Ford Escape SEL

Lehigh Acres, FL

UnscoredInsufficient · 0
$18,35237,383 mi

Lehigh Acres, FL

2018 Honda Accord EX-L

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

2018 Honda Accord EX-L

Lehigh Acres, FL

Unscored
$18,784131,879 mi

Comparison: 61 similar vehicles

Lehigh Acres, FL

2021 Jeep Grand Cherokee Laredo X

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

2021 Jeep Grand Cherokee Laredo X

Lehigh Acres, FL

Fair PriceRobust · 104
$18,85272,083 mi

Market: $11,700 – $24,083

Comparison: 104 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 93 days listed (based on current market benchmarks)

Lehigh Acres, FL

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

Lehigh Acres, FL

Unscored
$19,984150,913 mi

Comparison: 6 similar vehicles

Lehigh Acres, FL

2024 Honda Civic Hatchback Sport

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

2024 Honda Civic Hatchback Sport

Lehigh Acres, FL

Fair PriceModerate · 38
$20,25212,306 mi

Market: $17,900 – $30,797

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Lehigh Acres, FL

2025 Buick Encore GX Preferred

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

2025 Buick Encore GX Preferred

Lehigh Acres, FL

UnscoredInsufficient · 0
$20,3527,356 mi

Lehigh Acres, FL

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

Lehigh Acres, FL

Fair PriceModerate · 21
$20,35266,523 mi

Market: $16,900 – $35,935

Comparison: 21 similar vehicles

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

Lehigh Acres, FL

2025 Chevrolet Equinox EV LT

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

2025 Chevrolet Equinox EV LT

Lehigh Acres, FL

UnscoredInsufficient · 0
$21,98420,578 mi

Lehigh Acres, 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.
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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