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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 24, 2026

6M+

Unique vehicles analyzed

as of October 23, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

77 listings found

2005 Toyota Camry Solara SE

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

2005 Toyota Camry Solara SE

Rochester, NY

UnscoredInsufficient · 0
$3,999200,000 mi

Rochester, NY

2004 Toyota Camry Solara SE

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

2004 Toyota Camry Solara SE

Yonkers, NY

UnscoredInsufficient · 0
$4,999131,454 mi

Yonkers, NY

1999 Toyota Camry Solara SLE

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

1999 Toyota Camry Solara SLE

Binghamton, NY

UnscoredInsufficient · 0
$5,995155,882 mi

Binghamton, NY

2005 Toyota Camry Solara Sport

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

2005 Toyota Camry Solara Sport

Hicksville, NY

UnscoredInsufficient · 0
$6,45078,438 mi

Hicksville, NY

2008 Toyota Camry Solara SLE

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

2008 Toyota Camry Solara SLE

Canandaigua, NY

UnscoredInsufficient · 0
$7,995116,956 mi

Canandaigua, NY

2017 Toyota 86 Base

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

2017 Toyota 86 Base

Grand Island, NY

UnscoredInsufficient · 0
$22,17044,982 mi

Grand Island, NY

2022 Toyota GR86 Premium

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

2022 Toyota GR86 Premium

Long Island City, NY

UnscoredLimited · 8
$25,99547,829 mi

Comparison: 8 similar vehicles

Long Island City, NY

2024 Toyota GR86 Base

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

2024 Toyota GR86 Base

Bronx, NY

OverpricedLimited · 10
$28,49515,990 mi

Market: $27,500 – $27,990

Comparison: 10 similar vehicles

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

Bronx, NY

2022 Toyota GR86 Base

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

2022 Toyota GR86 Base

Greenvale, NY

UnscoredInsufficient · 0
$28,98913,021 mi

Greenvale, NY

2023 Toyota GR86 Premium

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

2023 Toyota GR86 Premium

Greenvale, NY

Great DealModerate · 32
$29,15631,953 mi

Market: $30,485 – $31,500

Comparison: 32 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 24 days listed (based on current market benchmarks)

Greenvale, NY

2022 Toyota GR86 Premium

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

2022 Toyota GR86 Premium

Flushing, NY

UnscoredLimited · 16
$30,17034,495 mi

Comparison: 16 similar vehicles

Flushing, NY

2023 Toyota GR86 Premium

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

2023 Toyota GR86 Premium

Saint James, NY

Fair PriceModerate · 32
$30,99838,230 mi

Market: $29,156 – $31,500

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Saint James, NY

2023 Toyota GR86 Premium

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

2023 Toyota GR86 Premium

Albany, NY

Fair PriceLimited · 17
$30,99817,679 mi

Market: $29,794 – $32,990

Comparison: 17 similar vehicles

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

Albany, NY

2022 Toyota GR86 Premium

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

2022 Toyota GR86 Premium

Islip, NY

UnscoredLimited · 9
$31,69516,931 mi

Comparison: 9 similar vehicles

Islip, NY

2024 Toyota GR86 Trueno Edition

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

2024 Toyota GR86 Trueno Edition

Queensbury, NY

UnscoredInsufficient · 0
$31,74521,636 mi

Queensbury, NY

2023 Toyota GR86 Premium

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

2023 Toyota GR86 Premium

Getzville, NY

UnscoredInsufficient · 0
$32,91515,815 mi

Getzville, NY

2025 Toyota GR86 Premium

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

2025 Toyota GR86 Premium

Latham, NY

Fair PriceLimited · 15
$33,6006,139 mi

Market: $33,797 – $37,998

Comparison: 15 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 59 days listed (based on current market benchmarks)

Latham, NY

2025 Toyota GR86 Premium

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

2025 Toyota GR86 Premium

Orchard Park, NY

UnscoredLimited · 9
$33,7972,846 mi

Comparison: 9 similar vehicles

Orchard Park, NY

2025 Toyota GR86 Premium

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

2025 Toyota GR86 Premium

Endicott, NY

UnscoredInsufficient · 0
$34,10414,645 mi

Endicott, NY

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Orchard Park, NY

UnscoredLimited · 7
$35,590Mileage not verified

Comparison: 7 similar vehicles

Orchard Park, NY

2026 Toyota GR86 Premium

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

2026 Toyota GR86 Premium

Cicero, NY

UnscoredInsufficient · 0
$35,9905,199 mi

Cicero, NY

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Endicott, NY

UnscoredLimited · 6
$36,084Mileage not verified

Comparison: 6 similar vehicles

Endicott, NY

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Riverhead, NY

UnscoredLimited · 9
$36,179Mileage not verified

Comparison: 9 similar vehicles

Riverhead, NY

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Orchard Park, NY

UnscoredLimited · 7
$36,299Mileage not verified

Comparison: 7 similar vehicles

Orchard Park, NY

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Watertown, NY

Fair PriceLimited · 17
$36,344Mileage not verified

Market: $35,590 – $44,274

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 77 days listed (based on current market benchmarks)

Watertown, NY

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Yorkville, NY

Fair PriceRobust · 53
$36,450Mileage not verified

Market: $35,590 – $44,402

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Yorkville, NY

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Smithtown, NY

Fair PriceModerate · 20
$36,469Mileage not verified

Market: $35,979 – $44,228

Comparison: 20 similar vehicles

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

Smithtown, NY

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Bay Shore, NY

UnscoredLimited · 8
$36,479Mileage not verified

Comparison: 8 similar vehicles

Bay Shore, NY

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Greenvale, NY

Fair PriceLimited · 16
$36,524Mileage not verified

Market: $36,479 – $43,474

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Greenvale, NY

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Schenectady, NY

UnscoredLimited · 7
$36,554Mileage not verified

Comparison: 7 similar vehicles

Schenectady, NY

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Orchard Park, NY

UnscoredLimited · 6
$36,654Mileage not verified

Comparison: 6 similar vehicles

Orchard Park, NY

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Cicero, NY

Fair PriceModerate · 30
$36,744Mileage not verified

Market: $35,590 – $44,274

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Cicero, NY

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Jamaica, NY

Fair PriceModerate · 26
$36,912Mileage not verified

Market: $35,979 – $44,228

Comparison: 26 similar vehicles

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

Jamaica, NY

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Vestal, NY

UnscoredLimited · 5
$37,099Mileage not verified

Comparison: 5 similar vehicles

Vestal, NY

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Airmont, NY

UnscoredLimited · 5
$37,099Mileage not verified

Comparison: 5 similar vehicles

Airmont, NY

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Valley Stream, NY

Fair PriceLimited · 12
$37,149Mileage not verified

Market: $36,479 – $43,474

Comparison: 12 similar vehicles

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

Valley Stream, NY

2026 Toyota GR86 Premium

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

2026 Toyota GR86 Premium

Jamaica, NY

UnscoredInsufficient · 4
$37,224Mileage not verified

Comparison: 4 similar vehicles

Jamaica, NY

2026 Toyota GR86 Premium

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

2026 Toyota GR86 Premium

Cicero, NY

Fair PriceModerate · 23
$37,294Mileage not verified

Market: $35,312 – $42,599

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 133 days listed (based on current market benchmarks)

Cicero, NY

2026 Toyota GR86 Premium

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

2026 Toyota GR86 Premium

Scarsdale, NY

UnscoredInsufficient · 4
$37,368Mileage not verified

Comparison: 4 similar vehicles

Scarsdale, NY

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Saratoga Springs, NY

UnscoredLimited · 7
$37,454Mileage not verified

Comparison: 7 similar vehicles

Saratoga Springs, NY

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Brooklyn, NY

Fair PriceModerate · 27
$37,454Mileage not verified

Market: $35,979 – $43,599

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Brooklyn, NY

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

East Rochester, NY

UnscoredInsufficient · 3
$37,454Mileage not verified

Comparison: 3 similar vehicles

East Rochester, NY

2025 Toyota GR86 Premium

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

2025 Toyota GR86 Premium

Potsdam, NY

Fair PriceLimited · 17
$37,4953,822 mi

Market: $33,600 – $37,998

Comparison: 17 similar vehicles

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

Potsdam, NY

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Schenectady, NY

UnscoredLimited · 6
$37,574Mileage not verified

Comparison: 6 similar vehicles

Schenectady, NY

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Brooklyn, NY

Fair PriceModerate · 28
$37,586Mileage not verified

Market: $35,979 – $43,599

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Brooklyn, NY

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

East Rochester, NY

Fair PriceModerate · 29
$37,679Mileage not verified

Market: $35,590 – $41,362

Comparison: 29 similar vehicles

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

East Rochester, NY

2026 Toyota GR86 Premium

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

2026 Toyota GR86 Premium

Rochester, NY

UnscoredLimited · 7
$37,713Mileage not verified

Comparison: 7 similar vehicles

Rochester, NY

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Brooklyn, NY

Fair PriceModerate · 27
$37,902Mileage not verified

Market: $35,979 – $43,599

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Brooklyn, NY

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Jamaica, NY

Fair PriceModerate · 26
$37,909Mileage not verified

Market: $35,979 – $44,228

Comparison: 26 similar vehicles

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

Jamaica, NY

2026 Toyota GR86 Premium

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

2026 Toyota GR86 Premium

Flushing, NY

UnscoredLimited · 5
$37,933Mileage not verified

Comparison: 5 similar vehicles

Flushing, NY

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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