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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 23, 2026

6M+

Unique vehicles analyzed

as of October 22, 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

98 listings found

2000 Toyota Camry Solara Base

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

2000 Toyota Camry Solara Base

Spanaway, WA

UnscoredInsufficient · 0
$3,999259,614 mi

Spanaway, WA

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

Lynnwood, WA

UnscoredInsufficient · 0
$3,999239,800 mi

Lynnwood, WA

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

Parkland, WA

UnscoredInsufficient · 0
$5,940120,385 mi

Parkland, WA

2008 Toyota Camry Solara SE

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

2008 Toyota Camry Solara SE

Tacoma, WA

UnscoredInsufficient · 0
$5,988169,000 mi

Tacoma, WA

2004 Toyota Camry Solara SLE

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

2004 Toyota Camry Solara SLE

Tacoma, WA

UnscoredInsufficient · 0
$6,200134,376 mi

Tacoma, WA

2001 Toyota Celica GT-S

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

2001 Toyota Celica GT-S

Tacoma, WA

UnscoredInsufficient · 0
$8,999158,331 mi

Tacoma, WA

2017 Toyota 86 Base

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

2017 Toyota 86 Base

Lakewood, WA

Salvage title
$11,900104,056 mi

Lakewood, WA

2017 Toyota 86 Base

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

2017 Toyota 86 Base

Kennewick, WA

UnscoredInsufficient · 0
$13,495124,230 mi

Kennewick, WA

2017 Toyota 86 Base

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

2017 Toyota 86 Base

Yakima, WA

Salvage title
$17,99935,462 mi

Yakima, WA

2024 Toyota GR86 Premium

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

2024 Toyota GR86 Premium

Shoreline, WA

Salvage title
$22,95010,569 mi

Shoreline, WA

2022 Toyota GR86 Base

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

2022 Toyota GR86 Base

Mount Vernon, WA

UnscoredInsufficient · 0
$27,90010,934 mi

Mount Vernon, WA

2022 Toyota GR86 Base

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

2022 Toyota GR86 Base

Burlington, WA

UnscoredInsufficient · 0
$29,18539,956 mi

Burlington, WA

2023 Toyota GR86 Base

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

2023 Toyota GR86 Base

Auburn, WA

UnscoredInsufficient · 0
$29,55518,094 mi

Auburn, WA

2023 Toyota GR86 Premium

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

2023 Toyota GR86 Premium

Kirkland, WA

Great DealLimited · 11
$29,59119,801 mi

Market: $32,598 – $33,991

Comparison: 11 similar vehicles

Competitively priced ~9% below the typical range compared to similar vehicles · 7 days listed (based on current market benchmarks)

Kirkland, WA

2023 Toyota GR86 Premium

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

2023 Toyota GR86 Premium

Vancouver, WA

UnscoredLimited · 13
$29,91528,866 mi

Comparison: 13 similar vehicles

Vancouver, WA

2023 Toyota GR86 Premium

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

2023 Toyota GR86 Premium

Puyallup, WA

UnscoredInsufficient · 4
$29,95038,178 mi

Comparison: 4 similar vehicles

Puyallup, WA

2022 Toyota GR86 Premium

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

2022 Toyota GR86 Premium

Seattle, WA

UnscoredInsufficient · 0
$29,99931,017 mi

Seattle, WA

2022 Toyota GR86 Premium

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

2022 Toyota GR86 Premium

Seattle, WA

UnscoredInsufficient · 0
$30,08822,584 mi

Seattle, WA

2023 Toyota GR86 Base

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

2023 Toyota GR86 Base

Seattle, WA

UnscoredInsufficient · 4
$30,35036,398 mi

Comparison: 4 similar vehicles

Seattle, WA

2023 Toyota GR86 Base

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

2023 Toyota GR86 Base

Puyallup, WA

UnscoredInsufficient · 4
$30,59833,171 mi

Comparison: 4 similar vehicles

Puyallup, WA

2023 Toyota GR86 Premium

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

2023 Toyota GR86 Premium

Seattle, WA

UnscoredInsufficient · 0
$30,85032,483 mi

Seattle, WA

2023 Toyota GR86 Premium

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

2023 Toyota GR86 Premium

Bellingham, WA

UnscoredInsufficient · 0
$30,99748,201 mi

Bellingham, WA

2024 Toyota GR86 Premium

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

2024 Toyota GR86 Premium

Mount Vernon, WA

UnscoredInsufficient · 0
$31,49916,127 mi

Mount Vernon, WA

2026 Toyota GR86 Base

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

2026 Toyota GR86 Base

East Wenatchee, WA

UnscoredInsufficient · 0
$31,6501,836 mi

East Wenatchee, WA

2025 Toyota GR86 Base

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

2025 Toyota GR86 Base

Renton, WA

UnscoredInsufficient · 0
$31,94914,223 mi

Renton, WA

2025 Toyota GR86 Premium

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

2025 Toyota GR86 Premium

Bellevue, WA

Great DealLimited · 13
$32,2087,755 mi

Market: $33,988 – $37,397

Comparison: 13 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 48 days listed (based on current market benchmarks)

Bellevue, WA

2024 Toyota GR86 Premium

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

2024 Toyota GR86 Premium

Auburn, WA

UnscoredLimited · 8
$32,5906,952 mi

Comparison: 8 similar vehicles

Auburn, WA

2023 Toyota GR86 Premium

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

2023 Toyota GR86 Premium

Puyallup, WA

UnscoredInsufficient · 4
$32,59810,840 mi

Comparison: 4 similar vehicles

Puyallup, WA

2024 Toyota GR86 Premium

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

2024 Toyota GR86 Premium

Bellevue, WA

UnscoredLimited · 7
$32,6002,876 mi

Comparison: 7 similar vehicles

Bellevue, WA

2023 Toyota GR86 Premium

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

2023 Toyota GR86 Premium

Puyallup, WA

Fair PriceLimited · 12
$32,99518,001 mi

Market: $29,591 – $33,991

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Puyallup, WA

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

Puyallup, WA

UnscoredInsufficient · 0
$32,99916,165 mi

Puyallup, WA

2023 Toyota GR86 Premium

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

2023 Toyota GR86 Premium

Auburn, WA

Fair PriceLimited · 12
$33,19810,008 mi

Market: $29,591 – $33,991

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 79 days listed (based on current market benchmarks)

Auburn, WA

2026 Toyota GR86 Premium

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

2026 Toyota GR86 Premium

Puyallup, WA

UnscoredInsufficient · 0
$33,6597,797 mi

Puyallup, WA

2024 Toyota GR86 Premium

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

2024 Toyota GR86 Premium

Tacoma, WA

UnscoredInsufficient · 0
$33,77327,980 mi

Tacoma, WA

2025 Toyota GR86 Premium

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

2025 Toyota GR86 Premium

Renton, WA

Fair PriceLimited · 11
$33,9882,456 mi

Market: $32,208 – $37,397

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 83 days listed (based on current market benchmarks)

Renton, WA

2024 Toyota GR86 Premium

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

2024 Toyota GR86 Premium

Kennewick, WA

UnscoredInsufficient · 3
$33,99518,193 mi

Comparison: 3 similar vehicles

Kennewick, WA

2023 Toyota GR86 Premium

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

2023 Toyota GR86 Premium

Everett, WA

OverpricedModerate · 24
$33,99921,934 mi

Market: $29,915 – $30,396

Comparison: 24 similar vehicles

Priced ~12% above the typical market range for similar vehicles (based on current market benchmarks)

Everett, WA

2024 Toyota GR86 Premium

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

2024 Toyota GR86 Premium

Kirkland, WA

UnscoredLimited · 7
$34,1786,933 mi

Comparison: 7 similar vehicles

Kirkland, WA

2025 Toyota GR86 Premium

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

2025 Toyota GR86 Premium

Bellevue, WA

Fair PriceLimited · 16
$34,1845,034 mi

Market: $32,208 – $37,397

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Bellevue, WA

2024 Toyota GR86 Premium

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

2024 Toyota GR86 Premium

Tumwater, WA

UnscoredInsufficient · 4
$34,69511,778 mi

Comparison: 4 similar vehicles

Tumwater, WA

2024 Toyota GR86 Premium

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

2024 Toyota GR86 Premium

Seattle, WA

UnscoredLimited · 7
$34,9994,487 mi

Comparison: 7 similar vehicles

Seattle, WA

2022 Toyota GR86 Premium

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

2022 Toyota GR86 Premium

Kent, WA

UnscoredLimited · 7
$35,19520,029 mi

Comparison: 7 similar vehicles

Kent, WA

2024 Toyota GR86 Premium

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

2024 Toyota GR86 Premium

Renton, WA

UnscoredLimited · 7
$35,4997,779 mi

Comparison: 7 similar vehicles

Renton, WA

2026 Toyota GR86 Premium

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

2026 Toyota GR86 Premium

Seattle, WA

Fair PriceLimited · 11
$35,804Mileage not verified

Market: $36,603 – $41,528

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 11 days listed (based on current market benchmarks)

Seattle, WA

2025 Toyota GR86 Premium

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

2025 Toyota GR86 Premium

Seattle, WA

Fair PriceLimited · 13
$35,8502,464 mi

Market: $32,208 – $37,397

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Seattle, WA

2026 Toyota GR86 Premium

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

2026 Toyota GR86 Premium

Port Angeles, WA

UnscoredLimited · 6
$36,603Mileage not verified

Comparison: 6 similar vehicles

Port Angeles, WA

2025 Toyota GR86 Premium

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

2025 Toyota GR86 Premium

Tacoma, WA

OverpricedLimited · 15
$37,3976,301 mi

Market: $32,208 – $36,050

Comparison: 15 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Tacoma, WA

2026 Toyota GR86 Premium

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

2026 Toyota GR86 Premium

Puyallup, WA

Fair PriceLimited · 13
$38,099Mileage not verified

Market: $35,804 – $43,000

Comparison: 13 similar vehicles

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

Puyallup, WA

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Seattle, WA

UnscoredLimited · 11
$38,195Mileage not verified

Comparison: 11 similar vehicles

Seattle, WA

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Pullman, WA

UnscoredLimited · 7
$38,304Mileage not verified

Comparison: 7 similar vehicles

Pullman, WA

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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