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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

247 listings found

2015 FIAT 500e Battery Electric

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

2015 FIAT 500e Battery Electric

Birmingham, MI

UnscoredInsufficient · 0
$7,78050,747 mi

Birmingham, MI

2011 Chrysler 200 Touring

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

2011 Chrysler 200 Touring

Birmingham, MI

UnscoredInsufficient · 0
$7,83552,876 mi

Birmingham, MI

2013 Subaru Forester X

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

2013 Subaru Forester X

Birmingham, MI

Fair PriceLimited · 11
$9,270117,252 mi

Market: $5,500 – $12,999

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Birmingham, MI

2019 Jeep Compass Limited

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

2019 Jeep Compass Limited

Birmingham, MI

Fair PriceRobust · 64
$13,175109,499 mi

Market: $7,990 – $17,775

Comparison: 64 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Birmingham, MI

2015 Mazda MAZDA3 i Touring

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

2015 Mazda MAZDA3 i Touring

Birmingham, MI

Unscored
$14,58088,286 mi

Comparison: 5 similar vehicles

Birmingham, MI

2022 Jeep Compass High Altitude

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

2022 Jeep Compass High Altitude

Birmingham, MI

Unscored
$21,20139,020 mi

Comparison: 6 similar vehicles

Birmingham, MI

2020 Audi A4 Premium Plus

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

2020 Audi A4 Premium Plus

Birmingham, MI

UnscoredInsufficient · 0
$23,31260,397 mi

Birmingham, MI

2020 Audi Q7 Premium Plus

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

2020 Audi Q7 Premium Plus

Birmingham, MI

Unscored
$23,52986,728 mi

Comparison: 6 similar vehicles

Birmingham, MI

2023 Audi Q5 Premium

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

2023 Audi Q5 Premium

Birmingham, MI

Unscored
$24,20950,456 mi

Comparison: 5 similar vehicles

Birmingham, MI

2019 BMW X4 xDrive30i

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

2019 BMW X4 xDrive30i

Birmingham, MI

UnscoredInsufficient · 3
$24,57857,219 mi

Comparison: 3 similar vehicles

Birmingham, MI

2024 Alfa Romeo Tonale Veloce

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

2024 Alfa Romeo Tonale Veloce

Birmingham, MI

UnscoredInsufficient · 4
$24,97715,708 mi

Comparison: 4 similar vehicles

Birmingham, MI

2019 Porsche Macan Base

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

2019 Porsche Macan Base

Birmingham, MI

UnscoredInsufficient · 3
$26,63967,346 mi

Comparison: 3 similar vehicles

Birmingham, MI

2023 Subaru Ascent Onyx Edition

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

2023 Subaru Ascent Onyx Edition

Birmingham, MI

UnscoredInsufficient · 4
$26,88175,987 mi

Comparison: 4 similar vehicles

Birmingham, MI

2023 Audi Q5 Premium

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

2023 Audi Q5 Premium

Birmingham, MI

Fair PriceLimited · 15
$27,81237,085 mi

Market: $27,019 – $29,619

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Birmingham, MI

2022 Jeep Wrangler Unlimited Sahara

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

2022 Jeep Wrangler Unlimited Sahara

Birmingham, MI

Fair PriceModerate · 32
$28,07544,698 mi

Market: $25,900 – $31,428

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 108 days listed (based on current market benchmarks)

Birmingham, MI

2023 Audi Q5 Premium

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

2023 Audi Q5 Premium

Birmingham, MI

UnscoredInsufficient · 3
$28,31225,146 mi

Comparison: 3 similar vehicles

Birmingham, MI

2020 Toyota Highlander XLE

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

2020 Toyota Highlander XLE

Birmingham, MI

Fair PriceRobust · 63
$29,18061,532 mi

Market: $18,490 – $34,525

Comparison: 63 similar vehicles

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

Birmingham, MI

2021 RAM 1500 Pickup Big Horn/Lone Star

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

2021 RAM 1500 Pickup Big Horn/Lone Star

Birmingham, MI

Fair PriceModerate · 28
$31,28048,154 mi

Market: $28,314 – $32,804

Comparison: 28 similar vehicles

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

Birmingham, MI

2023 Audi Q7 Premium Plus

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

2023 Audi Q7 Premium Plus

Birmingham, MI

Unscored
$31,31243,546 mi

Comparison: 8 similar vehicles

Birmingham, MI

2024 Audi Q3 S Line Premium Plus

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

2024 Audi Q3 S Line Premium Plus

Birmingham, MI

UnscoredInsufficient · 4
$32,31228,180 mi

Comparison: 4 similar vehicles

Birmingham, MI

2023 Audi A4 Prestige

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

2023 Audi A4 Prestige

Birmingham, MI

UnscoredInsufficient · 0
$32,51316,953 mi

Birmingham, MI

2023 Audi Q5 Sportback Premium Plus

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

2023 Audi Q5 Sportback Premium Plus

Birmingham, MI

Fair PriceLimited · 12
$32,81226,364 mi

Market: $31,590 – $33,583

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Birmingham, MI

2021 Chevrolet Silverado 1500 LT Trail Boss

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

2021 Chevrolet Silverado 1500 LT Trail Boss

Birmingham, MI

Fair PriceRobust · 109
$32,99580,005 mi

Market: $24,515 – $36,214

Comparison: 109 similar vehicles

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

Birmingham, MI

2024 Audi Q3 S Line Premium

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

2024 Audi Q3 S Line Premium

Birmingham, MI

Unscored
$33,01214,395 mi

Comparison: 9 similar vehicles

Birmingham, MI

2024 Audi Q5 Premium Plus

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

2024 Audi Q5 Premium Plus

Birmingham, MI

OverpricedModerate · 20
$34,037Mileage not verified

Market: $22,975 – $24,180

Comparison: 20 similar vehicles

Priced ~41% above the typical market range for similar vehicles (based on current market benchmarks)

Birmingham, MI

2024 Audi Q5 Premium Plus

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

2024 Audi Q5 Premium Plus

Birmingham, MI

Fair PriceModerate · 41
$34,03922,382 mi

Market: $33,533 – $37,353

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Birmingham, MI

2024 Audi Q5 Premium Plus

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

2024 Audi Q5 Premium Plus

Birmingham, MI

UnscoredInsufficient · 4
$35,20318,714 mi

Comparison: 4 similar vehicles

Birmingham, MI

2023 Audi Q8 Premium

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

2023 Audi Q8 Premium

Birmingham, MI

Fair PriceLimited · 15
$37,91442,288 mi

Market: $36,991 – $42,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 107 days listed (based on current market benchmarks)

Birmingham, MI

2024 Audi Q5 Prestige

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

2024 Audi Q5 Prestige

Birmingham, MI

UnscoredInsufficient · 0
$38,81217,518 mi

Birmingham, MI

2025 Audi New A5 Premium

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

2025 Audi New A5 Premium

Birmingham, MI

Fair PriceModerate · 20
$39,2779,322 mi

Market: $38,481 – $42,713

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 93 days listed (based on current market benchmarks)

Birmingham, MI

2025 Audi New A5 Premium

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

2025 Audi New A5 Premium

Birmingham, MI

Fair PriceModerate · 20
$39,3125,328 mi

Market: $38,481 – $42,713

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 93 days listed (based on current market benchmarks)

Birmingham, MI

2025 Audi New A5 Premium

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

2025 Audi New A5 Premium

Birmingham, MI

Fair PriceModerate · 20
$39,3125,944 mi

Market: $38,481 – $42,713

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 155 days listed (based on current market benchmarks)

Birmingham, MI

2026 Alfa Romeo Tonale Sprint

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

2026 Alfa Romeo Tonale Sprint

Birmingham, MI

Fair PriceModerate · 26
$39,868Mileage not verified

Market: $38,516 – $44,323

Comparison: 26 similar vehicles

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

Birmingham, MI

2025 Audi New A5 Premium Plus

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

2025 Audi New A5 Premium Plus

Birmingham, MI

Fair PriceLimited · 17
$40,0966,459 mi

Market: $40,134 – $43,613

Comparison: 17 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 127 days listed (based on current market benchmarks)

Birmingham, MI

2025 Audi New A5 Premium Plus

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

2025 Audi New A5 Premium Plus

Birmingham, MI

Fair PriceLimited · 17
$40,1345,313 mi

Market: $40,096 – $43,613

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Birmingham, MI

2023 Audi Q7 Premium Plus

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

2023 Audi Q7 Premium Plus

Birmingham, MI

Fair PriceModerate · 24
$40,31224,003 mi

Market: $33,298 – $42,886

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Birmingham, MI

2026 Alfa Romeo Tonale Sprint

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

2026 Alfa Romeo Tonale Sprint

Birmingham, MI

Fair PriceModerate · 26
$40,495Mileage not verified

Market: $38,516 – $44,323

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Birmingham, MI

2026 Alfa Romeo Tonale Sprint

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

2026 Alfa Romeo Tonale Sprint

Birmingham, MI

Fair PriceModerate · 26
$40,495Mileage not verified

Market: $38,516 – $44,323

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Birmingham, MI

2025 Jeep Grand Cherokee Summit

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

2025 Jeep Grand Cherokee Summit

Birmingham, MI

Unscored
$41,73032,550 mi

Comparison: 7 similar vehicles

Birmingham, MI

2026 Alfa Romeo Tonale Sprint

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

2026 Alfa Romeo Tonale Sprint

Birmingham, MI

Fair PriceModerate · 26
$41,933Mileage not verified

Market: $38,516 – $44,323

Comparison: 26 similar vehicles

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

Birmingham, MI

2026 Alfa Romeo Tonale Sprint

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

2026 Alfa Romeo Tonale Sprint

Birmingham, MI

Fair PriceModerate · 26
$42,293Mileage not verified

Market: $38,516 – $44,323

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Birmingham, MI

2026 Alfa Romeo Tonale Sprint

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

2026 Alfa Romeo Tonale Sprint

Birmingham, MI

Fair PriceModerate · 26
$43,646Mileage not verified

Market: $38,516 – $44,323

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Birmingham, MI

2026 Alfa Romeo Tonale Sprint

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

2026 Alfa Romeo Tonale Sprint

Birmingham, MI

Fair PriceModerate · 26
$43,697Mileage not verified

Market: $38,516 – $44,323

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Birmingham, MI

2026 Alfa Romeo Tonale Sprint

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

2026 Alfa Romeo Tonale Sprint

Birmingham, MI

Fair PriceModerate · 26
$43,731Mileage not verified

Market: $38,516 – $44,323

Comparison: 26 similar vehicles

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

Birmingham, MI

2026 Alfa Romeo Tonale Sprint

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

2026 Alfa Romeo Tonale Sprint

Birmingham, MI

Fair PriceModerate · 26
$43,731Mileage not verified

Market: $38,516 – $44,323

Comparison: 26 similar vehicles

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

Birmingham, MI

2025 Audi Q7 Premium Plus

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

2025 Audi Q7 Premium Plus

Birmingham, MI

Fair PriceLimited · 11
$44,31222,448 mi

Market: $45,386 – $48,839

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 49 days listed (based on current market benchmarks)

Birmingham, MI

2026 Alfa Romeo Tonale Sport Speciale

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

2026 Alfa Romeo Tonale Sport Speciale

Birmingham, MI

Unscored
$44,997Mileage not verified

Comparison: 8 similar vehicles

Birmingham, MI

2025 Audi Q5 Premium

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

2025 Audi Q5 Premium

Birmingham, MI

Unscored
$45,2445,468 mi

Comparison: 7 similar vehicles

Birmingham, MI

2026 Audi Q3 Base

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

2026 Audi Q3 Base

Birmingham, MI

Fair PriceRobust · 72
$45,614Mileage not verified

Market: $43,807 – $52,720

Comparison: 72 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 153 days listed (based on current market benchmarks)

Birmingham, MI

2026 Audi Q3 Base

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

2026 Audi Q3 Base

Birmingham, MI

Fair PriceRobust · 72
$46,464Mileage not verified

Market: $43,807 – $52,720

Comparison: 72 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 144 days listed (based on current market benchmarks)

Birmingham, MI

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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