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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 · October 27, 2026

6.1M+

Unique vehicles analyzed

as of October 27, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.4M new·2.8M used·Listings processed daily

Or explore the market

68 listings found

2016 Audi Q5 Premium

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

2016 Audi Q5 Premium

Aurora, CO

UnscoredInsufficient · 4
$7,495151,105 mi

Comparison: 4 similar vehicles

Aurora, CO

2008 Audi A6 Base

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

2008 Audi A6 Base

Aurora, CO

UnscoredInsufficient · 0
$8,000117,705 mi

Aurora, CO

2016 Audi Q5 Premium

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

2016 Audi Q5 Premium

Aurora, CO

UnscoredInsufficient · 4
$8,299120,493 mi

Comparison: 4 similar vehicles

Aurora, CO

2014 Audi Q5 Premium

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

2014 Audi Q5 Premium

Aurora, CO

Fair PriceLimited · 19
$9,99794,810 mi

Market: $9,988 – $13,790

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 376 days listed (based on current market benchmarks)

Aurora, CO

2014 Audi Q5 Premium

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

2014 Audi Q5 Premium

Aurora, CO

Fair PriceLimited · 19
$10,99587,568 mi

Market: $9,988 – $13,790

Comparison: 19 similar vehicles

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

Aurora, CO

2014 Audi Q5 Premium Plus

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

2014 Audi Q5 Premium Plus

Aurora, CO

UnscoredInsufficient · 0
$11,99786,200 mi

Aurora, CO

2013 Audi A5 Premium

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

2013 Audi A5 Premium

Aurora, CO

UnscoredInsufficient · 4
$12,299124,230 mi

Comparison: 4 similar vehicles

Aurora, CO

2018 Audi Q5 Premium Plus

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

2018 Audi Q5 Premium Plus

Aurora, CO

UnscoredModerate · 43
$12,495133,525 mi

Comparison: 43 similar vehicles

Aurora, CO

2017 Audi Q5 Premium Plus

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

2017 Audi Q5 Premium Plus

Aurora, CO

Fair PriceLimited · 18
$12,749108,755 mi

Market: $9,499 – $13,276

Comparison: 18 similar vehicles

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

Aurora, CO

2014 Audi A4 Premium

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

2014 Audi A4 Premium

Aurora, CO

UnscoredLimited · 7
$12,99970,185 mi

Comparison: 7 similar vehicles

Aurora, CO

2018 Audi Q5 Prestige

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

2018 Audi Q5 Prestige

Aurora, CO

UnscoredInsufficient · 0
$13,500107,963 mi

Aurora, CO

2017 Audi Q3 Prestige

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

2017 Audi Q3 Prestige

Aurora, CO

UnscoredInsufficient · 3
$13,598112,373 mi

Comparison: 3 similar vehicles

Aurora, CO

2014 Audi Q5 Premium

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

2014 Audi Q5 Premium

Aurora, CO

UnscoredLimited · 7
$13,79076,501 mi

Comparison: 7 similar vehicles

Aurora, CO

2015 Audi A3 Sedan Premium Plus

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

2015 Audi A3 Sedan Premium Plus

Aurora, CO

UnscoredInsufficient · 4
$14,39966,561 mi

Comparison: 4 similar vehicles

Aurora, CO

2018 Audi Q5 Premium Plus

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

2018 Audi Q5 Premium Plus

Aurora, CO

Fair PriceModerate · 43
$14,49590,203 mi

Market: $12,495 – $19,998

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Aurora, CO

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

Aurora, CO

UnscoredLimited · 13
$14,598136,432 mi

Comparison: 13 similar vehicles

Aurora, CO

2016 Audi A7 Prestige

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

2016 Audi A7 Prestige

Aurora, CO

UnscoredInsufficient · 0
$14,90099,031 mi

Aurora, CO

2018 Audi Q7 Prestige

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

2018 Audi Q7 Prestige

Aurora, CO

Fair PriceLimited · 11
$14,995116,098 mi

Market: $12,988 – $22,900

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 280 days listed (based on current market benchmarks)

Aurora, CO

2017 Audi A4 Premium Plus

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

2017 Audi A4 Premium Plus

Aurora, CO

UnscoredLimited · 7
$16,14993,075 mi

Comparison: 7 similar vehicles

Aurora, CO

2018 Audi Q5 Premium Plus

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

2018 Audi Q5 Premium Plus

Aurora, CO

Fair PriceModerate · 43
$16,240101,171 mi

Market: $12,495 – $19,998

Comparison: 43 similar vehicles

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

Aurora, CO

2017 Audi Q5 Premium Plus

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

2017 Audi Q5 Premium Plus

Aurora, CO

UnscoredInsufficient · 0
$16,29953,010 mi

Aurora, CO

2018 Audi Q5 Premium Plus

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

2018 Audi Q5 Premium Plus

Aurora, CO

Fair PriceModerate · 43
$16,99571,088 mi

Market: $12,495 – $19,998

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 227 days listed (based on current market benchmarks)

Aurora, CO

2017 Audi S3 Premium Plus

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

2017 Audi S3 Premium Plus

Aurora, CO

UnscoredInsufficient · 0
$17,712127,659 mi

Aurora, CO

2018 Audi A4 Premium

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

2018 Audi A4 Premium

Aurora, CO

UnscoredInsufficient · 0
$18,25468,696 mi

Aurora, CO

2018 Audi A6 Premium Plus

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

2018 Audi A6 Premium Plus

Aurora, CO

UnscoredInsufficient · 3
$18,75186,573 mi

Comparison: 3 similar vehicles

Aurora, CO

2017 Audi A7 Premium Plus

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

2017 Audi A7 Premium Plus

Aurora, CO

UnscoredInsufficient · 0
$18,99792,095 mi

Aurora, CO

2019 Audi Q7 Prestige

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

2019 Audi Q7 Prestige

Aurora, CO

UnscoredLimited · 6
$19,45291,578 mi

Comparison: 6 similar vehicles

Aurora, CO

2019 Audi allroad Premium Plus

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

2019 Audi allroad Premium Plus

Aurora, CO

UnscoredInsufficient · 0
$19,99586,755 mi

Aurora, CO

2019 Audi Q5 Premium Plus

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

2019 Audi Q5 Premium Plus

Aurora, CO

OverpricedLimited · 11
$20,59083,408 mi

Market: $14,988 – $17,990

Comparison: 11 similar vehicles

Priced ~14% above the typical market range for similar vehicles (based on current market benchmarks)

Aurora, CO

2018 Audi SQ5 Prestige

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

2018 Audi SQ5 Prestige

Aurora, CO

UnscoredLimited · 7
$20,99785,890 mi

Comparison: 7 similar vehicles

Aurora, CO

2019 Audi Q7 SE Premium

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

2019 Audi Q7 SE Premium

Aurora, CO

UnscoredInsufficient · 0
$22,24553,887 mi

Aurora, CO

2021 Audi Q3 S Line Premium Plus

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

2021 Audi Q3 S Line Premium Plus

Aurora, CO

UnscoredInsufficient · 0
$22,32378,206 mi

Aurora, CO

2021 Audi A4 allroad Premium

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

2021 Audi A4 allroad Premium

Aurora, CO

UnscoredInsufficient · 0
$22,79980,721 mi

Aurora, CO

2018 Audi A4 Premium Plus

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

2018 Audi A4 Premium Plus

Aurora, CO

UnscoredLimited · 6
$23,49471,688 mi

Comparison: 6 similar vehicles

Aurora, CO

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

Aurora, CO

UnscoredInsufficient · 0
$23,83766,727 mi

Aurora, CO

2021 Audi Q3 S Line Premium Plus

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

2021 Audi Q3 S Line Premium Plus

Aurora, CO

UnscoredInsufficient · 0
$24,69063,981 mi

Aurora, CO

2019 Audi Q8 Prestige

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

2019 Audi Q8 Prestige

Aurora, CO

Great DealLimited · 16
$25,495104,848 mi

Market: $26,998 – $30,798

Comparison: 16 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 145 days listed (based on current market benchmarks)

Aurora, CO

2019 Audi A5 Sportback Premium

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

2019 Audi A5 Sportback Premium

Aurora, CO

UnscoredInsufficient · 0
$25,59059,923 mi

Aurora, CO

2021 Audi Q7 Prestige

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

2021 Audi Q7 Prestige

Aurora, CO

UnscoredInsufficient · 3
$25,99090,355 mi

Comparison: 3 similar vehicles

Aurora, CO

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

Aurora, CO

UnscoredInsufficient · 3
$26,52750,254 mi

Comparison: 3 similar vehicles

Aurora, CO

2019 Audi A7 Prestige

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

2019 Audi A7 Prestige

Aurora, CO

UnscoredInsufficient · 0
$26,99092,081 mi

Aurora, CO

2019 Audi Q8 Prestige

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

2019 Audi Q8 Prestige

Aurora, CO

Fair PriceLimited · 16
$27,50083,061 mi

Market: $25,495 – $30,798

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Aurora, CO

2019 Audi Q8 Prestige

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

2019 Audi Q8 Prestige

Aurora, CO

UnscoredInsufficient · 4
$28,00070,577 mi

Comparison: 4 similar vehicles

Aurora, CO

2024 Audi A6 Premium Plus

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

2024 Audi A6 Premium Plus

Aurora, CO

UnscoredInsufficient · 4
$28,49059,521 mi

Comparison: 4 similar vehicles

Aurora, CO

2025 Audi Q3 S Line Premium

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

2025 Audi Q3 S Line Premium

Aurora, CO

UnscoredLimited · 9
$28,64446,625 mi

Comparison: 9 similar vehicles

Aurora, CO

2025 Audi A5 Sportback Premium

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

2025 Audi A5 Sportback Premium

Aurora, CO

UnscoredLimited · 5
$29,99045,667 mi

Comparison: 5 similar vehicles

Aurora, CO

2024 Audi Q7 Premium Plus

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

2024 Audi Q7 Premium Plus

Aurora, CO

Fair PriceLimited · 10
$29,99063,464 mi

Market: $29,105 – $30,105

Comparison: 10 similar vehicles

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

Aurora, CO

2021 Audi A8 Base

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

2021 Audi A8 Base

Aurora, CO

UnscoredInsufficient · 0
$29,99075,350 mi

Aurora, CO

2021 Audi SQ5 Prestige

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

2021 Audi SQ5 Prestige

Aurora, CO

UnscoredInsufficient · 0
$30,99562,627 mi

Aurora, CO

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

Aurora, CO

UnscoredLimited · 9
$31,99470,592 mi

Comparison: 9 similar vehicles

Aurora, CO

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 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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