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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 6, 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

348 listings found

2013 Buick Regal GS

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

2013 Buick Regal GS

Sewickley, PA

Great DealLimited · 13
$9,50894,402 mi

Market: $11,491 – $11,889

Comparison: 13 similar vehicles

Competitively priced ~17% below the typical range compared to similar vehicles · 65 days listed (based on current market benchmarks)

Sewickley, PA

2017 Jeep Cherokee Latitude

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

2017 Jeep Cherokee Latitude

Sewickley, PA

Unscored
$11,99974,559 mi

Comparison: 8 similar vehicles

Sewickley, PA

2017 Volkswagen Jetta S

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

2017 Volkswagen Jetta S

Sewickley, PA

Fair PriceLimited · 11
$12,50860,957 mi

Market: $8,999 – $15,795

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Sewickley, PA

2016 BMW 4 Series 428i

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

2016 BMW 4 Series 428i

Sewickley, PA

Unscored
$13,508124,423 mi

Comparison: 13 similar vehicles

Sewickley, PA

2018 Hyundai IONIQ SEL

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

2018 Hyundai IONIQ SEL

Sewickley, PA

UnscoredInsufficient · 0
$14,00861,273 mi

Sewickley, PA

2020 Ford Escape Titanium

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

2020 Ford Escape Titanium

Sewickley, PA

UnscoredInsufficient · 4
$14,50889,676 mi

Comparison: 4 similar vehicles

Sewickley, PA

2018 Nissan Rogue SV

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

2018 Nissan Rogue SV

Sewickley, PA

OverpricedLimited · 10
$15,50863,257 mi

Market: $8,250 – $15,404

Comparison: 10 similar vehicles

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

Sewickley, PA

2015 Toyota Highlander XLE

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

2015 Toyota Highlander XLE

Sewickley, PA

Unscored
$15,508157,853 mi

Comparison: 12 similar vehicles

Sewickley, PA

2016 Audi SQ5 Premium Plus

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

2016 Audi SQ5 Premium Plus

Sewickley, PA

UnscoredInsufficient · 0
$16,50869,380 mi

Sewickley, PA

No Photo

2021 Audi Q5 Premium Plus

Sewickley, PA

UnscoredInsufficient · 3
$16,652107,397 mi

Comparison: 3 similar vehicles

Sewickley, PA

2019 BMW X3 30i

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

2019 BMW X3 30i

Sewickley, PA

Fair PriceLimited · 12
$17,50888,282 mi

Market: $16,395 – $20,760

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Sewickley, PA

2018 Subaru Outback Limited

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

2018 Subaru Outback Limited

Sewickley, PA

Fair PriceModerate · 20
$17,50879,227 mi

Market: $15,918 – $20,446

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Sewickley, PA

2020 BMW 2 Series 230i

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

2020 BMW 2 Series 230i

Sewickley, PA

OverpricedLimited · 16
$19,97880,421 mi

Market: $17,495 – $18,746

Comparison: 16 similar vehicles

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

Sewickley, PA

2018 Audi Q7 Premium Plus

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

2018 Audi Q7 Premium Plus

Sewickley, PA

UnscoredInsufficient · 3
$20,50848,259 mi

Comparison: 3 similar vehicles

Sewickley, PA

2017 Toyota RAV4 Platinum

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

2017 Toyota RAV4 Platinum

Sewickley, PA

UnscoredInsufficient · 0
$20,50893,014 mi

Sewickley, PA

2019 BMW 3 Series 330i

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

2019 BMW 3 Series 330i

Sewickley, PA

UnscoredInsufficient · 3
$21,50872,248 mi

Comparison: 3 similar vehicles

Sewickley, PA

2016 Chevrolet Silverado 3500HD Work Truck

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

2016 Chevrolet Silverado 3500HD Work Truck

Sewickley, PA

UnscoredInsufficient · 3
$21,508120,361 mi

Comparison: 3 similar vehicles

Sewickley, PA

2019 Buick Enclave Avenir

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

2019 Buick Enclave Avenir

Sewickley, PA

UnscoredInsufficient · 0
$22,50853,768 mi

Sewickley, PA

2021 Volkswagen Atlas SE w/Tech R-Line

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

2021 Volkswagen Atlas SE w/Tech R-Line

Sewickley, PA

Unscored
$23,00863,509 mi

Comparison: 5 similar vehicles

Sewickley, PA

2020 Buick Envision Premium I

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

2020 Buick Envision Premium I

Sewickley, PA

UnscoredInsufficient · 0
$23,50823,380 mi

Sewickley, PA

No Photo

2021 Audi Q7 Premium Plus

Sewickley, PA

Fair PriceLimited · 19
$23,97686,174 mi

Market: $16,777 – $26,722

Comparison: 19 similar vehicles

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

Sewickley, PA

2022 Kia Telluride SX

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

2022 Kia Telluride SX

Sewickley, PA

Unscored
$25,00892,911 mi

Comparison: 15 similar vehicles

Sewickley, PA

2020 RAM 1500 Pickup Big Horn/Lone Star

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

2020 RAM 1500 Pickup Big Horn/Lone Star

Sewickley, PA

Fair PriceModerate · 36
$25,28196,797 mi

Market: $20,432 – $31,478

Comparison: 36 similar vehicles

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

Sewickley, PA

2024 MINI Hardtop 4 Door S

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

2024 MINI Hardtop 4 Door S

Sewickley, PA

OverpricedLimited · 14
$25,50843,327 mi

Market: $24,500 – $24,898

Comparison: 14 similar vehicles

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

Sewickley, PA

2021 BMW 3 Series 330i

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

2021 BMW 3 Series 330i

Sewickley, PA

UnscoredInsufficient · 0
$25,50851,853 mi

Sewickley, PA

2022 BMW 3 Series 330i

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

2022 BMW 3 Series 330i

Sewickley, PA

Fair PriceLimited · 11
$26,00865,582 mi

Market: $21,419 – $29,530

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Sewickley, PA

2021 Lincoln Aviator Reserve

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

2021 Lincoln Aviator Reserve

Sewickley, PA

Fair PriceModerate · 36
$26,67881,735 mi

Market: $16,995 – $49,995

Comparison: 36 similar vehicles

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

Sewickley, PA

2021 Jeep Wrangler Unlimited Sahara Altitude

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

2021 Jeep Wrangler Unlimited Sahara Altitude

Sewickley, PA

Unscored
$26,89955,195 mi

Comparison: 8 similar vehicles

Sewickley, PA

2020 BMW X5 40i

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

2020 BMW X5 40i

Sewickley, PA

Fair PriceLimited · 10
$27,50865,793 mi

Market: $25,167 – $27,808

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Sewickley, PA

2021 BMW X5 40i

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

2021 BMW X5 40i

Sewickley, PA

Fair PriceLimited · 17
$27,74764,447 mi

Market: $27,925 – $33,977

Comparison: 17 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 22 days listed (based on current market benchmarks)

Sewickley, PA

2020 BMW X5 40i

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

2020 BMW X5 40i

Sewickley, PA

OverpricedLimited · 10
$27,80864,401 mi

Market: $25,167 – $27,508

Comparison: 10 similar vehicles

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

Sewickley, PA

2023 Subaru WRX Premium

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

2023 Subaru WRX Premium

Sewickley, PA

Fair PriceModerate · 28
$28,58229,644 mi

Market: $24,499 – $30,233

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Sewickley, PA

2021 Jeep Gladiator Rubicon

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

2021 Jeep Gladiator Rubicon

Sewickley, PA

UnscoredInsufficient · 3
$28,79870,433 mi

Comparison: 3 similar vehicles

Sewickley, PA

2023 Audi A4 Premium Plus

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

2023 Audi A4 Premium Plus

Sewickley, PA

Unscored
$28,97831,603 mi

Comparison: 9 similar vehicles

Sewickley, PA

2025 Subaru Legacy Sport

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

2025 Subaru Legacy Sport

Sewickley, PA

Unscored
$29,00814,746 mi

Comparison: 7 similar vehicles

Sewickley, PA

2021 BMW X5 40i

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

2021 BMW X5 40i

Sewickley, PA

Fair PriceLimited · 18
$29,00872,058 mi

Market: $27,747 – $33,977

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 103 days listed (based on current market benchmarks)

Sewickley, PA

2023 Audi Q5 Premium

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

2023 Audi Q5 Premium

Sewickley, PA

Unscored
$29,99925,457 mi

Comparison: 6 similar vehicles

Sewickley, PA

2023 Jeep Grand Cherokee L Limited

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

2023 Jeep Grand Cherokee L Limited

Sewickley, PA

Fair PriceRobust · 168
$30,00847,506 mi

Market: $25,871 – $33,565

Comparison: 168 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Sewickley, PA

2023 Audi A4 Premium Plus

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

2023 Audi A4 Premium Plus

Sewickley, PA

UnscoredInsufficient · 4
$30,24718,913 mi

Comparison: 4 similar vehicles

Sewickley, PA

2020 Porsche Macan Base

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

2020 Porsche Macan Base

Sewickley, PA

Unscored
$30,96752,133 mi

Comparison: 9 similar vehicles

Sewickley, PA

2023 Audi Q5 Premium

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

2023 Audi Q5 Premium

Sewickley, PA

Unscored
$30,99929,169 mi

Comparison: 6 similar vehicles

Sewickley, PA

2023 Audi Q5 Premium

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

2023 Audi Q5 Premium

Sewickley, PA

Unscored
$31,59924,556 mi

Comparison: 6 similar vehicles

Sewickley, PA

2023 Land Rover Discovery S R Dynamic

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

2023 Land Rover Discovery S R Dynamic

Sewickley, PA

UnscoredInsufficient · 0
$31,96552,625 mi

Sewickley, PA

2023 BMW 5 Series 530e

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

2023 BMW 5 Series 530e

Sewickley, PA

UnscoredInsufficient · 0
$32,50839,275 mi

Sewickley, PA

2022 Lincoln Nautilus Reserve

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

2022 Lincoln Nautilus Reserve

Sewickley, PA

Fair PriceModerate · 36
$32,73623,081 mi

Market: $28,980 – $36,085

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Sewickley, PA

2026 Mazda CX-50 Premium

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

2026 Mazda CX-50 Premium

Sewickley, PA

Fair PriceLimited · 13
$32,92819,068 mi

Market: $29,399 – $35,661

Comparison: 13 similar vehicles

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

Sewickley, PA

2023 Porsche Macan T

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

2023 Porsche Macan T

Sewickley, PA

UnscoredInsufficient · 0
$32,987100,156 mi

Sewickley, PA

2024 BMW 3 Series 330i

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

2024 BMW 3 Series 330i

Sewickley, PA

Unscored
$33,00840,665 mi

Comparison: 9 similar vehicles

Sewickley, PA

2021 Porsche Cayenne Base

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

2021 Porsche Cayenne Base

Sewickley, PA

UnscoredInsufficient · 0
$33,32280,337 mi

Sewickley, PA

2022 Audi Q7 Premium Plus

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

2022 Audi Q7 Premium Plus

Sewickley, PA

Unscored
$34,39630,578 mi

Comparison: 6 similar vehicles

Sewickley, PA

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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