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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 7, 2026

7.1M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

541 listings found

1998 Buick LeSabre CUSTOM

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

1998 Buick LeSabre CUSTOM

Cincinnati, OH

UnscoredInsufficient · 0
$2,695193,496 mi

Cincinnati, OH

2002 Buick Rendezvous FWD CX

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

2002 Buick Rendezvous FWD CX

Cincinnati, OH

UnscoredInsufficient · 0
$3,79288,818 mi

Cincinnati, OH

2015 Buick Regal Premium 1

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

2015 Buick Regal Premium 1

Cincinnati, OH

Salvage title
$3,900186,653 mi

Cincinnati, OH

2013 Buick LaCrosse Leather

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

2013 Buick LaCrosse Leather

Cincinnati, OH

Unscored
$3,900155,511 mi

Comparison: 9 similar vehicles

Cincinnati, OH

2010 Buick LaCrosse CX

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

2010 Buick LaCrosse CX

Cincinnati, OH

UnscoredInsufficient · 0
$3,900168,967 mi

Cincinnati, OH

2010 Buick LaCrosse CXL

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

2010 Buick LaCrosse CXL

Cincinnati, OH

Fair PriceLimited · 11
$4,19981,787 mi

Market: $4,200 – $8,174

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 35 days listed (based on current market benchmarks)

Cincinnati, OH

2014 Buick Enclave Leather

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

2014 Buick Enclave Leather

Cincinnati, OH

Unscored
$4,477195,137 mi

Comparison: 6 similar vehicles

Cincinnati, OH

2011 Buick Regal CXL

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

2011 Buick Regal CXL

Cincinnati, OH

Unscored
$4,786131,121 mi

Comparison: 22 similar vehicles

Cincinnati, OH

2003 Buick Century Custom

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

2003 Buick Century Custom

Cincinnati, OH

UnscoredInsufficient · 0
$4,792130,185 mi

Cincinnati, OH

2013 Buick Encore Premium

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

2013 Buick Encore Premium

Cincinnati, OH

Fair PriceLimited · 12
$4,900114,815 mi

Market: $3,190 – $10,439

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 209 days listed (based on current market benchmarks)

Cincinnati, OH

2017 Buick Enclave Convenience

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

2017 Buick Enclave Convenience

Cincinnati, OH

Unscored
$4,980142,739 mi

Comparison: 29 similar vehicles

Cincinnati, OH

2010 Buick Lucerne CXL

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

2010 Buick Lucerne CXL

Cincinnati, OH

Unscored
$4,990150,254 mi

Comparison: 8 similar vehicles

Cincinnati, OH

2016 Buick Encore Base

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

2016 Buick Encore Base

Cincinnati, OH

Unscored
$5,446138,775 mi

Comparison: 7 similar vehicles

Cincinnati, OH

2016 Buick Enclave Premium

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

2016 Buick Enclave Premium

Cincinnati, OH

Unscored
$5,500159,268 mi

Comparison: 5 similar vehicles

Cincinnati, OH

2011 Buick Lucerne CXL

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

2011 Buick Lucerne CXL

Cincinnati, OH

Great DealLimited · 12
$5,592109,044 mi

Market: $6,438 – $13,590

Comparison: 12 similar vehicles

Competitively priced ~13% below the typical range compared to similar vehicles · 205 days listed (based on current market benchmarks)

Cincinnati, OH

2016 Buick Enclave Premium

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

2016 Buick Enclave Premium

Cincinnati, OH

Unscored
$5,977123,329 mi

Comparison: 5 similar vehicles

Cincinnati, OH

2016 Buick Encore Base

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

2016 Buick Encore Base

Cincinnati, OH

Salvage title
$7,49575,066 mi

Cincinnati, OH

2015 Buick LaCrosse Leather

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

2015 Buick LaCrosse Leather

Cincinnati, OH

Unscored
$7,500134,567 mi

Comparison: 20 similar vehicles

Cincinnati, OH

2011 Buick Regal CXL

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

2011 Buick Regal CXL

Cincinnati, OH

UnscoredInsufficient · 0
$7,79248,753 mi

Cincinnati, OH

2013 Buick Encore Convenience

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

2013 Buick Encore Convenience

Cincinnati, OH

Unscored
$7,99597,500 mi

Comparison: 6 similar vehicles

Cincinnati, OH

2015 Buick Encore Leather

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

2015 Buick Encore Leather

Cincinnati, OH

Unscored
$8,495121,234 mi

Comparison: 34 similar vehicles

Cincinnati, OH

2009 Buick Lucerne CXL

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

2009 Buick Lucerne CXL

Cincinnati, OH

UnscoredInsufficient · 0
$9,29655,684 mi

Cincinnati, OH

2016 Buick Enclave Premium

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

2016 Buick Enclave Premium

Cincinnati, OH

UnscoredInsufficient · 4
$9,388142,023 mi

Comparison: 4 similar vehicles

Cincinnati, OH

2015 Buick LaCrosse Leather

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

2015 Buick LaCrosse Leather

Cincinnati, OH

Fair PriceModerate · 20
$9,49596,289 mi

Market: $5,500 – $12,994

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 212 days listed (based on current market benchmarks)

Cincinnati, OH

2013 Buick Regal Premium 2

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

2013 Buick Regal Premium 2

Cincinnati, OH

UnscoredInsufficient · 0
$9,500102,612 mi

Cincinnati, OH

2017 Buick Verano 1SH

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

2017 Buick Verano 1SH

Cincinnati, OH

Unscored
$9,59382,791 mi

Comparison: 5 similar vehicles

Cincinnati, OH

2011 Buick Regal CXL

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

2011 Buick Regal CXL

Cincinnati, OH

UnscoredInsufficient · 0
$9,79637,907 mi

Cincinnati, OH

2019 Buick Enclave Premium

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

2019 Buick Enclave Premium

Cincinnati, OH

Unscored
$9,999165,677 mi

Comparison: 15 similar vehicles

Cincinnati, OH

2013 Buick Regal Premium 1

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

2013 Buick Regal Premium 1

Cincinnati, OH

Unscored
$9,999121,204 mi

Comparison: 15 similar vehicles

Cincinnati, OH

2016 Buick Enclave Leather

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

2016 Buick Enclave Leather

Cincinnati, OH

Fair PriceModerate · 43
$10,300116,311 mi

Market: $5,850 – $21,950

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Cincinnati, OH

2017 Buick Encore Preferred

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

2017 Buick Encore Preferred

Cincinnati, OH

Fair PriceRobust · 83
$11,38463,145 mi

Market: $6,100 – $16,000

Comparison: 83 similar vehicles

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

Cincinnati, OH

2017 Buick LaCrosse Essence

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

2017 Buick LaCrosse Essence

Cincinnati, OH

Unscored
$11,493121,219 mi

Comparison: 14 similar vehicles

Cincinnati, OH

2016 Buick Encore Base

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

2016 Buick Encore Base

Cincinnati, OH

UnscoredInsufficient · 0
$11,99536,919 mi

Cincinnati, OH

2014 Buick Regal Premium 1

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

2014 Buick Regal Premium 1

Cincinnati, OH

OverpricedLimited · 15
$12,19870,043 mi

Market: $5,500 – $10,443

Comparison: 15 similar vehicles

Priced ~17% above the typical market range for similar vehicles (based on current market benchmarks)

Cincinnati, OH

2021 Buick Encore GX Select

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

2021 Buick Encore GX Select

Cincinnati, OH

Fair PriceLimited · 19
$12,59381,443 mi

Market: $12,995 – $16,714

Comparison: 19 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 10 days listed (based on current market benchmarks)

Cincinnati, OH

2018 Buick Regal TourX Essence

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

2018 Buick Regal TourX Essence

Cincinnati, OH

Unscored
$12,792131,924 mi

Comparison: 5 similar vehicles

Cincinnati, OH

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Cincinnati, OH

Fair PriceModerate · 24
$12,99979,251 mi

Market: $6,895 – $14,438

Comparison: 24 similar vehicles

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

Cincinnati, OH

2015 Buick Encore Base

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

2015 Buick Encore Base

Cincinnati, OH

Unscored
$12,99983,075 mi

Comparison: 5 similar vehicles

Cincinnati, OH

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Cincinnati, OH

Fair PriceModerate · 24
$14,19666,948 mi

Market: $6,895 – $14,438

Comparison: 24 similar vehicles

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

Cincinnati, OH

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Cincinnati, OH

OverpricedModerate · 23
$14,38864,123 mi

Market: $6,895 – $14,282

Comparison: 23 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Cincinnati, OH

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

Cincinnati, OH

Fair PriceModerate · 26
$14,50077,444 mi

Market: $7,900 – $14,995

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Cincinnati, OH

2018 Buick Enclave Essence

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

2018 Buick Enclave Essence

Cincinnati, OH

Unscored
$14,995121,023 mi

Comparison: 30 similar vehicles

Cincinnati, OH

2018 Buick Encore Essence

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

2018 Buick Encore Essence

Cincinnati, OH

UnscoredInsufficient · 0
$15,29625,764 mi

Cincinnati, OH

2016 Buick Encore Premium

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

2016 Buick Encore Premium

Cincinnati, OH

UnscoredInsufficient · 0
$15,39836,011 mi

Cincinnati, OH

2020 Buick Enclave Premium

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

2020 Buick Enclave Premium

Cincinnati, OH

Fair PriceModerate · 21
$15,99591,908 mi

Market: $12,840 – $24,750

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 98 days listed (based on current market benchmarks)

Cincinnati, OH

2017 Buick Regal Sport Touring

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

2017 Buick Regal Sport Touring

Cincinnati, OH

UnscoredInsufficient · 3
$15,99974,993 mi

Comparison: 3 similar vehicles

Cincinnati, OH

2019 Buick Regal Sportback Essence

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

2019 Buick Regal Sportback Essence

Cincinnati, OH

Unscored
$16,41065,240 mi

Comparison: 7 similar vehicles

Cincinnati, OH

2020 Buick Enclave Avenir

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

2020 Buick Enclave Avenir

Cincinnati, OH

Unscored
$16,450129,815 mi

Comparison: 27 similar vehicles

Cincinnati, OH

2021 Buick Encore Preferred

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

2021 Buick Encore Preferred

Cincinnati, OH

OverpricedRobust · 79
$16,80062,504 mi

Market: $9,450 – $16,177

Comparison: 79 similar vehicles

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

Cincinnati, OH

2020 Buick Encore GX Essence

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

2020 Buick Encore GX Essence

Cincinnati, OH

UnscoredInsufficient · 0
$16,84856,243 mi

Cincinnati, OH

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 recently 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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