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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 5, 2026

6.8M+

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

43 listings found

2005 Audi A8 Base

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

2005 Audi A8 Base

Gainesville, GA

UnscoredInsufficient · 0
$6,000134,210 mi

Gainesville, GA

2013 Audi Q5 Premium

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

2013 Audi Q5 Premium

Gainesville, GA

UnscoredInsufficient · 4
$6,999133,464 mi

Comparison: 4 similar vehicles

Gainesville, GA

2013 Audi A4 Premium

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

2013 Audi A4 Premium

Gainesville, GA

Unscored
$6,999120,483 mi

Comparison: 15 similar vehicles

Gainesville, GA

2013 Audi A4 Premium

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

2013 Audi A4 Premium

Gainesville, GA

Fair PriceLimited · 13
$7,300103,711 mi

Market: $6,999 – $9,840

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Gainesville, GA

2010 Audi A5 Premium

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

2010 Audi A5 Premium

Gainesville, GA

UnscoredInsufficient · 0
$7,49299,956 mi

Gainesville, GA

2016 Audi A3 Sedan Premium

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

2016 Audi A3 Sedan Premium

Gainesville, GA

Unscored
$7,999127,709 mi

Comparison: 7 similar vehicles

Gainesville, GA

2018 Audi Q3 Premium

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

2018 Audi Q3 Premium

Gainesville, GA

Fair PriceLimited · 14
$8,999111,865 mi

Market: $8,750 – $14,797

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Gainesville, GA

2018 Audi Q3 Premium Plus

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

2018 Audi Q3 Premium Plus

Gainesville, GA

Fair PriceModerate · 29
$9,999105,383 mi

Market: $7,500 – $16,999

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 109 days listed (based on current market benchmarks)

Gainesville, GA

2017 Audi A5 Cabriolet Sport

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

2017 Audi A5 Cabriolet Sport

Gainesville, GA

UnscoredInsufficient · 0
$9,99984,955 mi

Gainesville, GA

2016 Audi A3 Sedan Premium Plus

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

2016 Audi A3 Sedan Premium Plus

Gainesville, GA

UnscoredInsufficient · 0
$9,99974,471 mi

Gainesville, GA

2012 Audi A7 Premium

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

2012 Audi A7 Premium

Gainesville, GA

UnscoredInsufficient · 3
$9,999111,779 mi

Comparison: 3 similar vehicles

Gainesville, GA

2016 Audi Q3 Prestige

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

2016 Audi Q3 Prestige

Gainesville, GA

Unscored
$10,63797,950 mi

Comparison: 7 similar vehicles

Gainesville, GA

2016 Audi A6 Premium Plus

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

2016 Audi A6 Premium Plus

Gainesville, GA

Unscored
$10,999113,175 mi

Comparison: 6 similar vehicles

Gainesville, GA

2008 Audi S6 Base

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

2008 Audi S6 Base

Gainesville, GA

Great DealLimited · 12
$11,995117,098 mi

Market: $17,999 – $19,999

Comparison: 12 similar vehicles

Competitively priced ~33% below the typical range compared to similar vehicles · 232 days listed (based on current market benchmarks)

Gainesville, GA

2013 Audi S4 Premium Plus

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

2013 Audi S4 Premium Plus

Gainesville, GA

UnscoredInsufficient · 0
$12,499113,036 mi

Gainesville, GA

2017 Audi A4 Premium

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

2017 Audi A4 Premium

Gainesville, GA

Fair PriceModerate · 37
$12,990108,104 mi

Market: $8,600 – $16,182

Comparison: 37 similar vehicles

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

Gainesville, GA

2003 Audi RS6 Base

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

2003 Audi RS6 Base

Gainesville, GA

UnscoredInsufficient · 4
$13,495149,411 mi

Comparison: 4 similar vehicles

Gainesville, GA

2019 Audi Q7 Premium Plus

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

2019 Audi Q7 Premium Plus

Gainesville, GA

Fair PriceLimited · 14
$13,999102,668 mi

Market: $14,403 – $24,195

Comparison: 14 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 40 days listed (based on current market benchmarks)

Gainesville, GA

2014 Audi A5 Premium

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

2014 Audi A5 Premium

Gainesville, GA

Unscored
$13,999142,733 mi

Comparison: 7 similar vehicles

Gainesville, GA

2019 Audi Q7 Premium Plus

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

2019 Audi Q7 Premium Plus

Gainesville, GA

Fair PriceLimited · 15
$14,90095,132 mi

Market: $13,999 – $24,195

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Gainesville, GA

2016 Audi A7 Premium Plus

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

2016 Audi A7 Premium Plus

Gainesville, GA

Unscored
$17,489115,000 mi

Comparison: 6 similar vehicles

Gainesville, GA

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

Gainesville, GA

OverpricedModerate · 32
$17,90073,873 mi

Market: $12,990 – $17,448

Comparison: 32 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Gainesville, GA

2017 Audi A7 Prestige

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

2017 Audi A7 Prestige

Gainesville, GA

UnscoredInsufficient · 0
$17,937108,875 mi

Gainesville, GA

2014 Audi S5 Premium Plus

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

2014 Audi S5 Premium Plus

Gainesville, GA

Unscored
$17,99092,115 mi

Comparison: 5 similar vehicles

Gainesville, GA

2019 Audi Q7 Premium

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

2019 Audi Q7 Premium

Gainesville, GA

Unscored
$17,99968,633 mi

Comparison: 5 similar vehicles

Gainesville, GA

2018 Audi A5 Sportback Premium Plus

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

2018 Audi A5 Sportback Premium Plus

Gainesville, GA

Unscored
$18,53771,970 mi

Comparison: 5 similar vehicles

Gainesville, GA

2017 Audi A6 Premium Plus

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

2017 Audi A6 Premium Plus

Gainesville, GA

OverpricedModerate · 21
$19,99595,750 mi

Market: $8,999 – $18,186

Comparison: 21 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Gainesville, GA

2018 Audi SQ5 Prestige

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

2018 Audi SQ5 Prestige

Gainesville, GA

UnscoredInsufficient · 3
$19,99971,371 mi

Comparison: 3 similar vehicles

Gainesville, GA

2018 Audi A5 Sportback Premium Plus

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

2018 Audi A5 Sportback Premium Plus

Gainesville, GA

OverpricedLimited · 14
$20,99084,528 mi

Market: $13,999 – $19,995

Comparison: 14 similar vehicles

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

Gainesville, GA

2019 Audi A7 Premium Plus

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

2019 Audi A7 Premium Plus

Gainesville, GA

UnscoredInsufficient · 4
$21,00085,000 mi

Comparison: 4 similar vehicles

Gainesville, GA

2023 Audi Q5 Premium Plus

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

2023 Audi Q5 Premium Plus

Gainesville, GA

Unscored
$21,93779,579 mi

Comparison: 5 similar vehicles

Gainesville, GA

2016 Audi S7 Base

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

2016 Audi S7 Base

Gainesville, GA

UnscoredInsufficient · 0
$22,99098,500 mi

Gainesville, GA

2019 Audi A6 Prestige

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

2019 Audi A6 Prestige

Gainesville, GA

Unscored
$23,69586,244 mi

Comparison: 5 similar vehicles

Gainesville, GA

2018 Audi S5 Sportback Prestige

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

2018 Audi S5 Sportback Prestige

Gainesville, GA

Unscored
$23,99089,748 mi

Comparison: 9 similar vehicles

Gainesville, GA

2018 Audi S5 Sportback Prestige

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

2018 Audi S5 Sportback Prestige

Gainesville, GA

UnscoredInsufficient · 3
$24,04982,604 mi

Comparison: 3 similar vehicles

Gainesville, GA

2023 Audi Q3 S Line Premium Plus

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

2023 Audi Q3 S Line Premium Plus

Gainesville, GA

Fair PriceLimited · 11
$27,99827,545 mi

Market: $26,640 – $32,814

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Gainesville, GA

2023 Audi Q5 Premium Plus

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

2023 Audi Q5 Premium Plus

Gainesville, GA

Unscored
$28,04964,382 mi

Comparison: 5 similar vehicles

Gainesville, GA

2022 Audi SQ5 Premium Plus

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

2022 Audi SQ5 Premium Plus

Gainesville, GA

UnscoredInsufficient · 4
$30,99849,288 mi

Comparison: 4 similar vehicles

Gainesville, GA

2020 Audi A8 Base

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

2020 Audi A8 Base

Gainesville, GA

UnscoredInsufficient · 0
$39,99839,485 mi

Gainesville, GA

2020 Audi A8 Base

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

2020 Audi A8 Base

Gainesville, GA

UnscoredInsufficient · 0
$44,99828,415 mi

Gainesville, GA

2025 Audi Q5 Premium Plus

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

2025 Audi Q5 Premium Plus

Gainesville, GA

Fair PriceRobust · 89
$46,9986,627 mi

Market: $38,996 – $62,339

Comparison: 89 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Gainesville, GA

2025 Audi Q8 Premium Plus

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

2025 Audi Q8 Premium Plus

Gainesville, GA

Unscored
$55,89924,807 mi

Comparison: 6 similar vehicles

Gainesville, GA

2024 Audi SQ8 Premium Plus

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

2024 Audi SQ8 Premium Plus

Gainesville, GA

UnscoredInsufficient · 0
$72,76925,051 mi

Gainesville, GA

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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