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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

1,986 listings found

2004 Jeep Grand Cherokee Laredo

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

2004 Jeep Grand Cherokee Laredo

Laredo, TX

UnscoredInsufficient · 0
$3,999182,262 mi

Laredo, TX

2011 Nissan Murano SL

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

2011 Nissan Murano SL

Laredo, TX

UnscoredInsufficient · 0
$4,995152,405 mi

Laredo, TX

2011 Jeep Grand Cherokee Overland

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

2011 Jeep Grand Cherokee Overland

Laredo, TX

UnscoredInsufficient · 0
$6,500194,363 mi

Laredo, TX

2016 Jeep Grand Cherokee Laredo E

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

2016 Jeep Grand Cherokee Laredo E

Laredo, TX

UnscoredInsufficient · 0
$6,725152,607 mi

Laredo, TX

2008 Honda CR-V EX

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

2008 Honda CR-V EX

Laredo, TX

UnscoredInsufficient · 0
$7,000174,481 mi

Laredo, TX

2008 Chevrolet Tahoe LS

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

2008 Chevrolet Tahoe LS

Laredo, TX

UnscoredLimited · 7
$7,500161,488 mi

Comparison: 7 similar vehicles

Laredo, TX

2008 Chevrolet Tahoe LS

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

2008 Chevrolet Tahoe LS

Laredo, TX

UnscoredLimited · 7
$7,500178,345 mi

Comparison: 7 similar vehicles

Laredo, TX

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Laredo, TX

UnscoredRobust · 66
$8,500158,000 mi

Comparison: 66 similar vehicles

Laredo, TX

2013 Nissan JUKE S

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

2013 Nissan JUKE S

Laredo, TX

UnscoredLimited · 9
$8,72583,179 mi

Comparison: 9 similar vehicles

Laredo, TX

2019 Chevrolet Equinox LS

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

2019 Chevrolet Equinox LS

Laredo, TX

UnscoredLimited · 11
$8,995192,394 mi

Comparison: 11 similar vehicles

Laredo, TX

2018 Ford Ecosport S

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

2018 Ford Ecosport S

Laredo, TX

UnscoredInsufficient · 4
$9,00084,600 mi

Comparison: 4 similar vehicles

Laredo, TX

2019 Ford Escape SEL

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

2019 Ford Escape SEL

Laredo, TX

UnscoredLimited · 15
$9,500134,124 mi

Comparison: 15 similar vehicles

Laredo, TX

2019 Ford Escape SE

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

2019 Ford Escape SE

Laredo, TX

Fair PriceModerate · 22
$9,50092,723 mi

Market: $7,500 – $18,495

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Laredo, TX

2018 Mercedes-Benz GLE-Class GLE350

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

2018 Mercedes-Benz GLE-Class GLE350

Laredo, TX

UnscoredLimited · 9
$9,975151,769 mi

Comparison: 9 similar vehicles

Laredo, TX

2018 Jeep Grand Cherokee Altitude

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

2018 Jeep Grand Cherokee Altitude

Laredo, TX

UnscoredModerate · 22
$10,000237,908 mi

Comparison: 22 similar vehicles

Laredo, TX

2018 Jeep Compass Limited

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

2018 Jeep Compass Limited

Laredo, TX

UnscoredLimited · 6
$10,000265,692 mi

Comparison: 6 similar vehicles

Laredo, TX

2016 Lincoln MKC Select

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

2016 Lincoln MKC Select

Laredo, TX

UnscoredInsufficient · 0
$10,499129,907 mi

Laredo, TX

2019 Ford Explorer XLT

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

2019 Ford Explorer XLT

Laredo, TX

UnscoredModerate · 34
$10,500138,814 mi

Comparison: 34 similar vehicles

Laredo, TX

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Laredo, TX

Fair PriceModerate · 38
$10,500112,462 mi

Market: $5,999 – $20,590

Comparison: 38 similar vehicles

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

Laredo, TX

2015 Jeep Wrangler Unlimited Sport

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

2015 Jeep Wrangler Unlimited Sport

Laredo, TX

UnscoredModerate · 28
$10,500180,653 mi

Comparison: 28 similar vehicles

Laredo, TX

2019 Chevrolet Traverse 1LT

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

2019 Chevrolet Traverse 1LT

Laredo, TX

UnscoredModerate · 40
$11,000173,627 mi

Comparison: 40 similar vehicles

Laredo, TX

2020 Ford Ecosport SE

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

2020 Ford Ecosport SE

Laredo, TX

UnscoredLimited · 7
$11,72571,369 mi

Comparison: 7 similar vehicles

Laredo, TX

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Laredo, TX

Fair PriceLimited · 11
$12,22082,351 mi

Market: $9,995 – $16,217

Comparison: 11 similar vehicles

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

Laredo, TX

2015 Jeep Wrangler Unlimited Sport

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

2015 Jeep Wrangler Unlimited Sport

Laredo, TX

UnscoredModerate · 28
$12,500181,872 mi

Comparison: 28 similar vehicles

Laredo, TX

2015 Honda CR-V EX-L

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

2015 Honda CR-V EX-L

Laredo, TX

UnscoredLimited · 10
$12,500154,461 mi

Comparison: 10 similar vehicles

Laredo, TX

2020 Dodge Journey SE

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

2020 Dodge Journey SE

Laredo, TX

Fair PriceModerate · 24
$13,450101,271 mi

Market: $6,999 – $14,216

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Laredo, TX

2021 Ford Escape SE

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

2021 Ford Escape SE

Laredo, TX

UnscoredLimited · 13
$13,90048,627 mi

Comparison: 13 similar vehicles

Laredo, TX

2019 Ford Escape SE

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

2019 Ford Escape SE

Laredo, TX

Fair PriceModerate · 22
$13,95087,316 mi

Market: $7,500 – $18,495

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Laredo, TX

2018 Chevrolet Equinox LS

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

2018 Chevrolet Equinox LS

Laredo, TX

Fair PriceLimited · 10
$13,950114,598 mi

Market: $7,200 – $15,950

Comparison: 10 similar vehicles

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

Laredo, TX

2017 Ford Escape SE

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

2017 Ford Escape SE

Laredo, TX

UnscoredInsufficient · 4
$13,95089,831 mi

Comparison: 4 similar vehicles

Laredo, TX

2017 Audi Q3 Premium

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

2017 Audi Q3 Premium

Laredo, TX

UnscoredInsufficient · 3
$13,95093,633 mi

Comparison: 3 similar vehicles

Laredo, TX

2015 Jeep Wrangler Unlimited Rubicon

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

2015 Jeep Wrangler Unlimited Rubicon

Laredo, TX

UnscoredLimited · 12
$13,995166,004 mi

Comparison: 12 similar vehicles

Laredo, TX

2017 Audi Q7 Premium Plus

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

2017 Audi Q7 Premium Plus

Laredo, TX

UnscoredLimited · 9
$14,220108,667 mi

Comparison: 9 similar vehicles

Laredo, TX

2019 Jeep Compass Latitude

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

2019 Jeep Compass Latitude

Laredo, TX

UnscoredInsufficient · 0
$14,22548,259 mi

Laredo, TX

2021 Ford EcoSport SE

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

2021 Ford EcoSport SE

Laredo, TX

UnscoredInsufficient · 0
$14,45042,958 mi

Laredo, TX

2019 Volkswagen Tiguan S

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

2019 Volkswagen Tiguan S

Laredo, TX

UnscoredInsufficient · 3
$14,45087,587 mi

Comparison: 3 similar vehicles

Laredo, TX

2024 Nissan Kicks S

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

2024 Nissan Kicks S

Laredo, TX

UnscoredLimited · 5
$14,95098,737 mi

Comparison: 5 similar vehicles

Laredo, TX

2020 Jeep Compass Sport

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

2020 Jeep Compass Sport

Laredo, TX

UnscoredInsufficient · 0
$14,950112,970 mi

Laredo, TX

2017 Ford Escape SE

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

2017 Ford Escape SE

Laredo, TX

OverpricedModerate · 24
$14,99562,315 mi

Market: $5,700 – $13,998

Comparison: 24 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Laredo, TX

2022 Nissan Kicks S

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

2022 Nissan Kicks S

Laredo, TX

UnscoredInsufficient · 3
$15,45074,310 mi

Comparison: 3 similar vehicles

Laredo, TX

2020 Ford Escape SEL

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

2020 Ford Escape SEL

Laredo, TX

UnscoredInsufficient · 4
$15,77753,389 mi

Comparison: 4 similar vehicles

Laredo, TX

2024 Chevrolet Trax LS

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

2024 Chevrolet Trax LS

Laredo, TX

UnscoredLimited · 8
$15,90066,378 mi

Comparison: 8 similar vehicles

Laredo, TX

2021 Buick Envision Essence

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

2021 Buick Envision Essence

Laredo, TX

UnscoredInsufficient · 0
$15,90059,596 mi

Laredo, TX

2020 Cadillac XT4 Premium Luxury

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

2020 Cadillac XT4 Premium Luxury

Laredo, TX

Salvage title
$15,900109,000 mi

Laredo, TX

2018 Volkswagen Atlas S

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

2018 Volkswagen Atlas S

Laredo, TX

UnscoredInsufficient · 0
$15,950115,908 mi

Laredo, TX

2020 Buick Encore GX Preferred

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

2020 Buick Encore GX Preferred

Laredo, TX

UnscoredInsufficient · 0
$15,99556,041 mi

Laredo, TX

2018 Ford Explorer XLT

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

2018 Ford Explorer XLT

Laredo, TX

Fair PriceModerate · 38
$15,995Mileage not verified

Market: $11,202 – $20,998

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Laredo, TX

2019 Volkswagen Tiguan S

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

2019 Volkswagen Tiguan S

Laredo, TX

UnscoredInsufficient · 0
$16,00241,128 mi

Laredo, TX

2019 Ford Expedition Limited

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

2019 Ford Expedition Limited

Laredo, TX

UnscoredModerate · 32
$16,175148,761 mi

Comparison: 32 similar vehicles

Laredo, TX

2017 Jeep Wrangler Unlimited Sport S

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

2017 Jeep Wrangler Unlimited Sport S

Laredo, TX

Fair PriceLimited · 12
$16,210113,132 mi

Market: $13,995 – $21,995

Comparison: 12 similar vehicles

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

Laredo, TX

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 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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