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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 14, 2026

7.3M+

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

309 listings found

2006 Buick LaCrosse CXL

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

2006 Buick LaCrosse CXL

Akron, OH

UnscoredInsufficient · 3
$3,660153,861 mi

Comparison: 3 similar vehicles

Akron, OH

2011 Buick Regal CXL

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

2011 Buick Regal CXL

Akron, OH

Unscored
$3,900172,384 mi

Comparison: 5 similar vehicles

Akron, OH

2003 Buick LeSabre Custom

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

2003 Buick LeSabre Custom

Akron, OH

Unscored
$3,900142,655 mi

Comparison: 6 similar vehicles

Akron, OH

2012 Buick Enclave Leather

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

2012 Buick Enclave Leather

Akron, OH

Unscored
$4,400135,022 mi

Comparison: 10 similar vehicles

Akron, 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

Akron, OH

Unscored
$5,500138,538 mi

Comparison: 11 similar vehicles

Akron, OH

2016 Buick Encore Leather

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

2016 Buick Encore Leather

Akron, OH

UnscoredInsufficient · 3
$5,990137,114 mi

Comparison: 3 similar vehicles

Akron, OH

2015 Buick LaCrosse Leather

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

2015 Buick LaCrosse Leather

Akron, OH

UnscoredInsufficient · 3
$6,495163,000 mi

Comparison: 3 similar vehicles

Akron, OH

2014 Buick Verano 1SL

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

2014 Buick Verano 1SL

Akron, OH

Fair PriceLimited · 11
$6,99591,225 mi

Market: $5,699 – $9,280

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 374 days listed (based on current market benchmarks)

Akron, OH

2011 Buick LaCrosse CXL

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

2011 Buick LaCrosse CXL

Akron, OH

Unscored
$7,002121,628 mi

Comparison: 10 similar vehicles

Akron, OH

2017 Buick Encore Sport Touring

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

2017 Buick Encore Sport Touring

Akron, OH

Unscored
$8,144136,869 mi

Comparison: 6 similar vehicles

Akron, OH

2014 Buick Encore Base

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

2014 Buick Encore Base

Akron, OH

Unscored
$8,995133,177 mi

Comparison: 8 similar vehicles

Akron, OH

2019 Buick Enclave Essence

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

2019 Buick Enclave Essence

Akron, OH

Unscored
$9,002175,160 mi

Comparison: 24 similar vehicles

Akron, OH

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Akron, OH

Fair PriceModerate · 44
$9,559111,485 mi

Market: $6,999 – $19,588

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Akron, OH

2017 Buick Envision Essence

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

2017 Buick Envision Essence

Akron, OH

Unscored
$9,950120,928 mi

Comparison: 16 similar vehicles

Akron, OH

2016 Buick Enclave Leather

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

2016 Buick Enclave Leather

Akron, OH

Unscored
$9,995125,029 mi

Comparison: 11 similar vehicles

Akron, OH

2016 Buick Encore Premium

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

2016 Buick Encore Premium

Akron, OH

UnscoredInsufficient · 4
$9,99599,000 mi

Comparison: 4 similar vehicles

Akron, OH

2018 Buick Encore Preferred

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

2018 Buick Encore Preferred

Akron, OH

Fair PriceLimited · 17
$9,99975,806 mi

Market: $7,995 – $18,688

Comparison: 17 similar vehicles

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

Akron, OH

2018 Buick Encore Preferred II

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

2018 Buick Encore Preferred II

Akron, OH

Fair PriceModerate · 24
$10,988106,558 mi

Market: $5,499 – $15,275

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 164 days listed (based on current market benchmarks)

Akron, OH

2016 Buick Encore Convenience

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

2016 Buick Encore Convenience

Akron, OH

UnscoredInsufficient · 3
$11,08666,984 mi

Comparison: 3 similar vehicles

Akron, 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

Akron, OH

UnscoredInsufficient · 3
$11,43867,290 mi

Comparison: 3 similar vehicles

Akron, OH

2017 Buick Enclave Premium

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

2017 Buick Enclave Premium

Akron, OH

Unscored
$11,495132,056 mi

Comparison: 10 similar vehicles

Akron, OH

2016 Buick Regal Base

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

2016 Buick Regal Base

Akron, OH

OverpricedLimited · 13
$11,58681,517 mi

Market: $2,995 – $10,995

Comparison: 13 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Akron, 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

Akron, OH

Unscored
$11,900121,856 mi

Comparison: 14 similar vehicles

Akron, OH

2018 Buick Encore Sport Touring

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

2018 Buick Encore Sport Touring

Akron, OH

Fair PriceLimited · 11
$11,94390,845 mi

Market: $6,995 – $14,990

Comparison: 11 similar vehicles

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

Akron, OH

2017 Buick Enclave Premium

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

2017 Buick Enclave Premium

Akron, OH

Fair PriceLimited · 10
$12,990115,353 mi

Market: $11,495 – $17,345

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Akron, OH

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

Akron, OH

Unscored
$13,03473,285 mi

Comparison: 6 similar vehicles

Akron, 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

Akron, OH

Unscored
$13,19774,882 mi

Comparison: 8 similar vehicles

Akron, OH

2018 Buick Enclave Essence

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

2018 Buick Enclave Essence

Akron, OH

Unscored
$13,900118,346 mi

Comparison: 8 similar vehicles

Akron, OH

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Akron, OH

Unscored
$13,99743,728 mi

Comparison: 7 similar vehicles

Akron, OH

2017 Buick Encore Essence

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

2017 Buick Encore Essence

Akron, OH

Unscored
$14,36663,286 mi

Comparison: 9 similar vehicles

Akron, OH

2017 Buick LaCrosse Premium

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

2017 Buick LaCrosse Premium

Akron, OH

UnscoredInsufficient · 3
$14,495113,720 mi

Comparison: 3 similar vehicles

Akron, OH

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

Akron, OH

UnscoredInsufficient · 4
$14,50076,220 mi

Comparison: 4 similar vehicles

Akron, OH

2021 Buick Enclave Essence

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

2021 Buick Enclave Essence

Akron, OH

UnscoredInsufficient · 3
$14,900136,367 mi

Comparison: 3 similar vehicles

Akron, OH

2018 Buick Enclave Avenir

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

2018 Buick Enclave Avenir

Akron, OH

UnscoredInsufficient · 3
$14,999112,862 mi

Comparison: 3 similar vehicles

Akron, OH

2020 Buick Encore GX Select

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

2020 Buick Encore GX Select

Akron, OH

UnscoredInsufficient · 0
$15,41656,498 mi

Akron, 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

Akron, OH

Unscored
$15,44374,754 mi

Comparison: 9 similar vehicles

Akron, 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

Akron, OH

Fair PriceLimited · 18
$16,04363,536 mi

Market: $13,637 – $18,566

Comparison: 18 similar vehicles

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

Akron, OH

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

Akron, OH

Unscored
$16,04741,783 mi

Comparison: 7 similar vehicles

Akron, OH

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

Akron, OH

Fair PriceRobust · 55
$16,23875,631 mi

Market: $12,485 – $19,161

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Akron, OH

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

Akron, OH

UnscoredInsufficient · 4
$16,30966,511 mi

Comparison: 4 similar vehicles

Akron, OH

2020 Buick Regal Sportback Essence

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

2020 Buick Regal Sportback Essence

Akron, OH

Salvage title
$16,36548,286 mi

Akron, OH

2024 Buick Encore GX Sport Touring

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

2024 Buick Encore GX Sport Touring

Akron, OH

Unscored
$16,89574,985 mi

Comparison: 11 similar vehicles

Akron, OH

2019 Buick Encore Essence

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

2019 Buick Encore Essence

Akron, OH

Unscored
$16,97983,142 mi

Comparison: 6 similar vehicles

Akron, OH

2021 Buick Encore Preferred

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

2021 Buick Encore Preferred

Akron, OH

Unscored
$16,99530,992 mi

Comparison: 6 similar vehicles

Akron, OH

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Akron, OH

UnscoredInsufficient · 0
$17,99828,375 mi

Akron, 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

Akron, OH

Fair PriceLimited · 10
$18,26430,243 mi

Market: $15,290 – $19,690

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Akron, OH

2022 Buick Encore Preferred

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

2022 Buick Encore Preferred

Akron, OH

UnscoredInsufficient · 4
$18,39131,371 mi

Comparison: 4 similar vehicles

Akron, OH

2019 Buick Enclave Premium

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

2019 Buick Enclave Premium

Akron, OH

UnscoredInsufficient · 4
$18,43181,625 mi

Comparison: 4 similar vehicles

Akron, OH

2022 Buick Encore GX Essence

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

2022 Buick Encore GX Essence

Akron, OH

Fair PriceLimited · 17
$18,44375,867 mi

Market: $16,890 – $19,532

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Akron, OH

2018 Buick Encore Preferred

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

2018 Buick Encore Preferred

Akron, OH

Fair PriceLimited · 18
$18,588112,528 mi

Market: $7,995 – $18,688

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Akron, OH

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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