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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 3, 2026

6.1M+

Unique vehicles analyzed

as of November 3, 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

264 listings found

2012 Buick LaCrosse Touring

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

2012 Buick LaCrosse Touring

Omaha, NE

UnscoredInsufficient · 0
$4,450209,124 mi

Omaha, NE

2005 Buick LeSabre Custom

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

2005 Buick LeSabre Custom

Omaha, NE

UnscoredInsufficient · 4
$4,995133,692 mi

Comparison: 4 similar vehicles

Omaha, NE

2010 Buick Enclave CXL-1

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

2010 Buick Enclave CXL-1

Omaha, NE

Unscored
$5,788272,705 mi

Comparison: 7 similar vehicles

Omaha, NE

2008 Buick Enclave CXL

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

2008 Buick Enclave CXL

Omaha, NE

Unscored
$6,295127,820 mi

Comparison: 6 similar vehicles

Omaha, NE

2010 Buick LaCrosse CXL

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

2010 Buick LaCrosse CXL

Omaha, NE

Unscored
$7,164111,454 mi

Comparison: 8 similar vehicles

Omaha, NE

2013 Buick Verano 1SD

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

2013 Buick Verano 1SD

Omaha, NE

UnscoredInsufficient · 4
$8,990105,337 mi

Comparison: 4 similar vehicles

Omaha, NE

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Omaha, NE

Salvage title
$9,100106,888 mi

Omaha, NE

2015 Buick Encore Leather

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

2015 Buick Encore Leather

Omaha, NE

Unscored
$9,890109,781 mi

Comparison: 9 similar vehicles

Omaha, NE

2015 Buick LaCrosse Premium 1

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

2015 Buick LaCrosse Premium 1

Omaha, NE

Salvage title
$9,950123,393 mi

Omaha, NE

2011 Buick Enclave CXL-1

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

2011 Buick Enclave CXL-1

Omaha, NE

Unscored
$9,99566,982 mi

Comparison: 14 similar vehicles

Omaha, NE

2016 Buick Encore Base

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

2016 Buick Encore Base

Omaha, NE

Fair PriceModerate · 21
$9,99965,440 mi

Market: $5,450 – $12,676

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 183 days listed (based on current market benchmarks)

Omaha, NE

2013 Buick LaCrosse Leather

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

2013 Buick LaCrosse Leather

Omaha, NE

Unscored
$10,89093,595 mi

Comparison: 8 similar vehicles

Omaha, NE

2016 Buick Encore Base

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

2016 Buick Encore Base

Omaha, NE

Salvage title
$10,95056,331 mi

Omaha, NE

2013 Buick LaCrosse Leather

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

2013 Buick LaCrosse Leather

Omaha, NE

Unscored
$10,95097,000 mi

Comparison: 8 similar vehicles

Omaha, NE

2016 Buick Enclave Leather

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

2016 Buick Enclave Leather

Omaha, NE

Unscored
$10,998122,326 mi

Comparison: 7 similar vehicles

Omaha, NE

2016 Buick Enclave Premium

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

2016 Buick Enclave Premium

Omaha, NE

Unscored
$10,998122,740 mi

Comparison: 9 similar vehicles

Omaha, NE

2016 Buick Cascada Premium

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

2016 Buick Cascada Premium

Omaha, NE

UnscoredInsufficient · 0
$11,19958,459 mi

Omaha, NE

2017 Buick Encore Preferred

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

2017 Buick Encore Preferred

Omaha, NE

Fair PriceLimited · 18
$11,25091,000 mi

Market: $5,950 – $16,195

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 167 days listed (based on current market benchmarks)

Omaha, NE

2020 Buick Encore Preferred

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

2020 Buick Encore Preferred

Omaha, NE

Salvage title
$11,68968,850 mi

Omaha, NE

2018 Buick Encore Preferred

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

2018 Buick Encore Preferred

Omaha, NE

Fair PriceModerate · 23
$11,80080,335 mi

Market: $7,500 – $14,058

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Omaha, NE

2017 Buick Enclave Leather

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

2017 Buick Enclave Leather

Omaha, NE

Unscored
$11,950131,000 mi

Comparison: 5 similar vehicles

Omaha, NE

2016 Buick Encore Base

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

2016 Buick Encore Base

Omaha, NE

Fair PriceModerate · 21
$11,950117,000 mi

Market: $5,450 – $12,676

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 187 days listed (based on current market benchmarks)

Omaha, NE

2020 Buick Encore Preferred

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

2020 Buick Encore Preferred

Omaha, NE

Salvage title
$11,99560,000 mi

Omaha, NE

2019 Buick Encore Essence

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

2019 Buick Encore Essence

Omaha, NE

Unscored
$11,99564,661 mi

Comparison: 8 similar vehicles

Omaha, NE

2018 Buick Encore Essence

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

2018 Buick Encore Essence

Omaha, NE

UnscoredInsufficient · 3
$11,995159,085 mi

Comparison: 3 similar vehicles

Omaha, NE

2016 Buick Verano 1SL

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

2016 Buick Verano 1SL

Omaha, NE

UnscoredInsufficient · 0
$11,995117,154 mi

Omaha, NE

2012 Buick LaCrosse Premium 1

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

2012 Buick LaCrosse Premium 1

Omaha, NE

Unscored
$11,995118,942 mi

Comparison: 5 similar vehicles

Omaha, NE

2017 Buick Enclave Leather

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

2017 Buick Enclave Leather

Omaha, NE

UnscoredInsufficient · 4
$12,500102,000 mi

Comparison: 4 similar vehicles

Omaha, NE

2015 Buick LaCrosse Premium 1

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

2015 Buick LaCrosse Premium 1

Omaha, NE

UnscoredInsufficient · 0
$12,997120,742 mi

Omaha, NE

2020 Buick Encore Preferred

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

2020 Buick Encore Preferred

Omaha, NE

Salvage title
$13,49763,217 mi

Omaha, NE

2018 Buick Encore Preferred

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

2018 Buick Encore Preferred

Omaha, NE

Fair PriceModerate · 23
$13,800111,937 mi

Market: $7,500 – $14,058

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 400 days listed (based on current market benchmarks)

Omaha, NE

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Omaha, NE

Fair PriceModerate · 37
$13,990106,409 mi

Market: $6,995 – $15,690

Comparison: 37 similar vehicles

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

Omaha, NE

2017 Buick Enclave Premium

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

2017 Buick Enclave Premium

Omaha, NE

Salvage title
$13,99591,524 mi

Omaha, NE

2017 Buick Envision Preferred

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

2017 Buick Envision Preferred

Omaha, NE

Salvage title
$13,99581,740 mi

Omaha, NE

2021 Buick Encore GX Essence

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

2021 Buick Encore GX Essence

Omaha, NE

Salvage title
$14,30077,085 mi

Omaha, NE

2018 Buick Regal Sportback Essence

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

2018 Buick Regal Sportback Essence

Omaha, NE

Salvage title
$14,50017,526 mi

Omaha, NE

2017 Buick LaCrosse Essence

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

2017 Buick LaCrosse Essence

Omaha, NE

Salvage title
$14,50077,137 mi

Omaha, NE

2023 Buick Envision Preferred

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

2023 Buick Envision Preferred

Omaha, NE

Salvage title
$14,68968,862 mi

Omaha, NE

2017 Buick Enclave Leather

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

2017 Buick Enclave Leather

Omaha, NE

Unscored
$14,84387,689 mi

Comparison: 5 similar vehicles

Omaha, NE

2019 Buick Encore Sport Touring

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

2019 Buick Encore Sport Touring

Omaha, NE

OverpricedModerate · 21
$14,93875,211 mi

Market: $7,995 – $14,676

Comparison: 21 similar vehicles

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

Omaha, NE

2019 Buick Enclave Essence

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

2019 Buick Enclave Essence

Omaha, NE

Great DealLimited · 11
$14,95089,100 mi

Market: $15,500 – $19,290

Comparison: 11 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 24 days listed (based on current market benchmarks)

Omaha, NE

2017 Buick Enclave Leather

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

2017 Buick Enclave Leather

Omaha, NE

Unscored
$14,99095,381 mi

Comparison: 5 similar vehicles

Omaha, NE

2019 Buick Envision Preferred

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

2019 Buick Envision Preferred

Omaha, NE

Salvage title
$14,99571,994 mi

Omaha, NE

2018 Buick Regal Sportback Preferred

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

2018 Buick Regal Sportback Preferred

Omaha, NE

UnscoredInsufficient · 0
$15,25971,057 mi

Omaha, NE

2019 Buick Enclave Premium

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

2019 Buick Enclave Premium

Omaha, NE

Unscored
$15,299126,459 mi

Comparison: 10 similar vehicles

Omaha, NE

2021 Buick Encore GX Preferred

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

2021 Buick Encore GX Preferred

Omaha, NE

Salvage title
$15,49548,007 mi

Omaha, NE

2019 Buick Envision Essence

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

2019 Buick Envision Essence

Omaha, NE

Salvage title
$15,49583,200 mi

Omaha, NE

2019 Buick Enclave Essence

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

2019 Buick Enclave Essence

Omaha, NE

Fair PriceLimited · 11
$15,50079,010 mi

Market: $14,950 – $19,290

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 562 days listed (based on current market benchmarks)

Omaha, NE

2019 Buick Enclave Premium

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

2019 Buick Enclave Premium

Omaha, NE

Salvage title
$15,80090,134 mi

Omaha, NE

2017 Buick Enclave Premium

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

2017 Buick Enclave Premium

Omaha, NE

Fair PriceLimited · 11
$15,995104,858 mi

Market: $9,699 – $18,249

Comparison: 11 similar vehicles

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

Omaha, NE

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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