Skip to main content
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 25, 2026

6.1M+

Unique vehicles analyzed

as of October 25, 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

26 listings found

2002 Buick LeSabre Custom

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

2002 Buick LeSabre Custom

Brainerd, MN

UnscoredInsufficient · 0
$5,499174,516 mi

Brainerd, MN

2011 Buick Lucerne CXL

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

2011 Buick Lucerne CXL

Brainerd, MN

UnscoredLimited · 5
$7,999137,559 mi

Comparison: 5 similar vehicles

Brainerd, MN

2010 Buick LaCrosse CXL

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

2010 Buick LaCrosse CXL

Brainerd, MN

UnscoredInsufficient · 0
$7,999130,861 mi

Brainerd, MN

2015 Buick LaCrosse Leather

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

2015 Buick LaCrosse Leather

Brainerd, MN

UnscoredInsufficient · 3
$8,999145,993 mi

Comparison: 3 similar vehicles

Brainerd, MN

2014 Buick Encore Leather

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

2014 Buick Encore Leather

Brainerd, MN

UnscoredLimited · 6
$8,999121,548 mi

Comparison: 6 similar vehicles

Brainerd, MN

2013 Buick Encore Leather

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

2013 Buick Encore Leather

Brainerd, MN

UnscoredInsufficient · 0
$8,999123,209 mi

Brainerd, MN

2016 Buick Envision Premium I

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

2016 Buick Envision Premium I

Brainerd, MN

UnscoredLimited · 5
$9,995139,544 mi

Comparison: 5 similar vehicles

Brainerd, MN

2015 Buick Encore Convenience

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

2015 Buick Encore Convenience

Brainerd, MN

UnscoredLimited · 6
$9,999109,017 mi

Comparison: 6 similar vehicles

Brainerd, MN

2016 Buick Regal Base

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

2016 Buick Regal Base

Brainerd, MN

UnscoredInsufficient · 0
$10,999107,064 mi

Brainerd, MN

2014 Buick LaCrosse Premium 2

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

2014 Buick LaCrosse Premium 2

Brainerd, MN

UnscoredInsufficient · 0
$11,999120,295 mi

Brainerd, MN

2019 Buick Regal TourX Preferred

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

2019 Buick Regal TourX Preferred

Brainerd, MN

UnscoredInsufficient · 0
$17,99976,632 mi

Brainerd, MN

2026 Buick Envista Preferred

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

2026 Buick Envista Preferred

Brainerd, MN

Fair PriceRobust · 118
$25,999Mileage not verified

Market: $24,972 – $30,140

Comparison: 118 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 408 days listed (based on current market benchmarks)

Brainerd, MN

2026 Buick Encore GX Sport Touring

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

2026 Buick Encore GX Sport Touring

Brainerd, MN

Fair PriceRobust · 167
$29,774Mileage not verified

Market: $28,747 – $37,805

Comparison: 167 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Brainerd, MN

2026 Buick Envista Avenir

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

2026 Buick Envista Avenir

Brainerd, MN

Fair PriceModerate · 38
$31,7084,157 mi

Market: $30,348 – $34,384

Comparison: 38 similar vehicles

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

Brainerd, MN

2026 Buick Encore GX Sport Touring

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

2026 Buick Encore GX Sport Touring

Brainerd, MN

Fair PriceRobust · 168
$35,098Mileage not verified

Market: $28,747 – $37,805

Comparison: 168 similar vehicles

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

Brainerd, MN

2026 Buick Encore GX Avenir

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

2026 Buick Encore GX Avenir

Brainerd, MN

Fair PriceRobust · 65
$38,024Mileage not verified

Market: $31,300 – $41,239

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 87 days listed (based on current market benchmarks)

Brainerd, MN

2026 Buick Enclave Preferred

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

2026 Buick Enclave Preferred

Brainerd, MN

Fair PriceRobust · 81
$45,475Mileage not verified

Market: $46,406 – $55,504

Comparison: 81 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 231 days listed (based on current market benchmarks)

Brainerd, MN

2026 Buick Envision Sport Touring

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

2026 Buick Envision Sport Touring

Brainerd, MN

UnscoredLimited · 5
$45,774Mileage not verified

Comparison: 5 similar vehicles

Brainerd, MN

2026 Buick Envision Sport Touring

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

2026 Buick Envision Sport Touring

Brainerd, MN

UnscoredInsufficient · 4
$48,350Mileage not verified

Comparison: 4 similar vehicles

Brainerd, MN

2026 Buick Envision Sport Touring

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

2026 Buick Envision Sport Touring

Brainerd, MN

UnscoredLimited · 5
$48,350145 mi

Comparison: 5 similar vehicles

Brainerd, MN

2027 Buick Enclave Preferred

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

2027 Buick Enclave Preferred

Brainerd, MN

Fair PriceRobust · 91
$50,790Mileage not verified

Market: $49,366 – $58,175

Comparison: 91 similar vehicles

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

Brainerd, MN

2026 Buick Envision Avenir

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

2026 Buick Envision Avenir

Brainerd, MN

Fair PriceRobust · 358
$52,737Mileage not verified

Market: $47,295 – $54,758

Comparison: 358 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 325 days listed (based on current market benchmarks)

Brainerd, MN

2027 Buick Enclave Preferred

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

2027 Buick Enclave Preferred

Brainerd, MN

Fair PriceRobust · 91
$55,005Mileage not verified

Market: $49,366 – $58,175

Comparison: 91 similar vehicles

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

Brainerd, MN

2026 Buick Enclave Avenir

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

2026 Buick Enclave Avenir

Brainerd, MN

Fair PriceRobust · 114
$66,710241 mi

Market: $59,660 – $67,460

Comparison: 114 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 79 days listed (based on current market benchmarks)

Brainerd, MN

2027 Buick Enclave Avenir

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

2027 Buick Enclave Avenir

Brainerd, MN

Fair PriceRobust · 142
$67,889Mileage not verified

Market: $63,215 – $69,269

Comparison: 142 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Brainerd, MN

2027 Buick Enclave Avenir

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

2027 Buick Enclave Avenir

Brainerd, MN

Fair PriceRobust · 142
$68,994Mileage not verified

Market: $63,215 – $69,219

Comparison: 142 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 87 days listed (based on current market benchmarks)

Brainerd, MN

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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.