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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

97 listings found

2000 Toyota Echo Base

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

2000 Toyota Echo Base

York, PA

UnscoredInsufficient · 0
$3,400182,749 mi

York, PA

2003 Toyota Camry Solara SE

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

2003 Toyota Camry Solara SE

Philadelphia, PA

UnscoredInsufficient · 0
$5,800117,970 mi

Philadelphia, PA

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

Philadelphia, PA

UnscoredInsufficient · 4
$7,99594,202 mi

Comparison: 4 similar vehicles

Philadelphia, PA

2006 Toyota Camry Solara SE

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

2006 Toyota Camry Solara SE

Pittsburgh, PA

UnscoredInsufficient · 3
$8,199112,000 mi

Comparison: 3 similar vehicles

Pittsburgh, PA

2023 Toyota GR86 Premium

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

2023 Toyota GR86 Premium

Walnutport, PA

UnscoredLimited · 5
$19,90048,284 mi

Comparison: 5 similar vehicles

Walnutport, PA

2023 Toyota GR86 Base

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

2023 Toyota GR86 Base

Walnutport, PA

UnscoredInsufficient · 0
$20,90023,121 mi

Walnutport, PA

2017 Toyota 86 860 Special Edition

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

2017 Toyota 86 860 Special Edition

East Petersburg, PA

UnscoredInsufficient · 0
$22,08936,457 mi

East Petersburg, PA

2018 Toyota 86 Base

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

2018 Toyota 86 Base

Lancaster, PA

UnscoredInsufficient · 0
$22,47859,188 mi

Lancaster, PA

2024 Toyota GR86 Base

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

2024 Toyota GR86 Base

Levittown, PA

UnscoredInsufficient · 0
$22,50021,430 mi

Levittown, PA

2022 Toyota GR86 Base

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

2022 Toyota GR86 Base

Philadelphia, PA

UnscoredInsufficient · 0
$23,90079,861 mi

Philadelphia, PA

2022 Toyota GR86 Base

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

2022 Toyota GR86 Base

Fort Washington, PA

UnscoredLimited · 8
$27,43059,762 mi

Comparison: 8 similar vehicles

Fort Washington, PA

2024 Toyota GR86 Base

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

2024 Toyota GR86 Base

Mechanicsburg, PA

Great DealLimited · 13
$27,50012,746 mi

Market: $28,495 – $30,354

Comparison: 13 similar vehicles

Competitively priced ~3% below the typical range compared to similar vehicles · 33 days listed (based on current market benchmarks)

Mechanicsburg, PA

2022 Toyota GR86 Premium

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

2022 Toyota GR86 Premium

Easton, PA

UnscoredInsufficient · 0
$28,21645,294 mi

Easton, PA

2024 Toyota GR86 Premium

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

2024 Toyota GR86 Premium

Fort Washington, PA

UnscoredInsufficient · 0
$29,46232,198 mi

Fort Washington, PA

2022 Toyota GR86 Premium

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

2022 Toyota GR86 Premium

Ardmore, PA

UnscoredInsufficient · 0
$29,77632,949 mi

Ardmore, PA

2022 Toyota GR86 Base

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

2022 Toyota GR86 Base

Lititz, PA

UnscoredInsufficient · 0
$29,89530,290 mi

Lititz, PA

2024 Toyota GR86 Base

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

2024 Toyota GR86 Base

Mcmurray, PA

OverpricedLimited · 16
$30,35411,866 mi

Market: $27,500 – $29,798

Comparison: 16 similar vehicles

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

Mcmurray, PA

2022 Toyota GR86 Premium

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

2022 Toyota GR86 Premium

York, PA

UnscoredLimited · 8
$30,43040,629 mi

Comparison: 8 similar vehicles

York, PA

2023 Toyota GR86 Premium

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

2023 Toyota GR86 Premium

Glen Mills, PA

Fair PriceLimited · 12
$30,48532,391 mi

Market: $30,500 – $31,094

Comparison: 12 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 52 days listed (based on current market benchmarks)

Glen Mills, PA

2023 Toyota GR86 Premium

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

2023 Toyota GR86 Premium

Abington, PA

UnscoredInsufficient · 3
$30,50037,993 mi

Comparison: 3 similar vehicles

Abington, PA

2025 Toyota GR86 Premium

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

2025 Toyota GR86 Premium

Mount Pleasant, PA

UnscoredInsufficient · 0
$30,700Mileage not verified

Mount Pleasant, PA

2020 Toyota 86 Base

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

2020 Toyota 86 Base

Trooper, PA

UnscoredInsufficient · 0
$30,99918,902 mi

Trooper, PA

2023 Toyota GR86 Premium

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

2023 Toyota GR86 Premium

Washington, PA

UnscoredInsufficient · 3
$31,38020,945 mi

Comparison: 3 similar vehicles

Washington, PA

2022 Toyota GR86 Base

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

2022 Toyota GR86 Base

Breinigsville, PA

UnscoredInsufficient · 0
$31,3904,527 mi

Breinigsville, PA

2023 Toyota GR86 Premium

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

2023 Toyota GR86 Premium

Glen Mills, PA

UnscoredLimited · 6
$31,74021,747 mi

Comparison: 6 similar vehicles

Glen Mills, PA

2024 Toyota GR86 Premium

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

2024 Toyota GR86 Premium

Greensburg, PA

Fair PriceLimited · 19
$32,9628,437 mi

Market: $32,302 – $33,998

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Greensburg, PA

2023 Toyota GR86 Premium

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

2023 Toyota GR86 Premium

Johnstown, PA

UnscoredInsufficient · 3
$32,98514,263 mi

Comparison: 3 similar vehicles

Johnstown, PA

2024 Toyota GR86 Premium

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

2024 Toyota GR86 Premium

Harrisburg, PA

Fair PriceModerate · 29
$33,00010,770 mi

Market: $31,887 – $34,286

Comparison: 29 similar vehicles

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

Harrisburg, PA

2027 Toyota GR86 Base

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

2027 Toyota GR86 Base

Pittsburgh, PA

UnscoredInsufficient · 4
$33,104Mileage not verified

Comparison: 4 similar vehicles

Pittsburgh, PA

2026 Toyota GR86 Base

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

2026 Toyota GR86 Base

Mechanicsburg, PA

UnscoredInsufficient · 0
$33,169Mileage not verified

Mechanicsburg, PA

2027 Toyota GR86 Base

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

2027 Toyota GR86 Base

Wilkes-Barre, PA

UnscoredInsufficient · 4
$33,224Mileage not verified

Comparison: 4 similar vehicles

Wilkes-Barre, PA

2027 Toyota GR86 Base

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

2027 Toyota GR86 Base

Hamburg, PA

UnscoredLimited · 9
$33,394Mileage not verified

Comparison: 9 similar vehicles

Hamburg, PA

2027 Toyota GR86 Base

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

2027 Toyota GR86 Base

Pittsburgh, PA

Fair PriceLimited · 11
$33,579Mileage not verified

Market: $33,104 – $36,068

Comparison: 11 similar vehicles

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

Pittsburgh, PA

2027 Toyota GR86 Base

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

2027 Toyota GR86 Base

Allentown, PA

UnscoredLimited · 6
$33,714Mileage not verified

Comparison: 6 similar vehicles

Allentown, PA

2024 Toyota GR86 Premium

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

2024 Toyota GR86 Premium

Willow Grove, PA

UnscoredLimited · 5
$33,79617,193 mi

Comparison: 5 similar vehicles

Willow Grove, PA

2025 Toyota GR86 Premium

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

2025 Toyota GR86 Premium

Waynesboro, PA

UnscoredInsufficient · 4
$33,9903,402 mi

Comparison: 4 similar vehicles

Waynesboro, PA

2025 Toyota GR86 Base

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

2025 Toyota GR86 Base

Philadelphia, PA

UnscoredInsufficient · 0
$33,99810,892 mi

Philadelphia, PA

2026 Toyota GR86 Base

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

2026 Toyota GR86 Base

Canonsburg, PA

UnscoredLimited · 8
$34,093Mileage not verified

Comparison: 8 similar vehicles

Canonsburg, PA

2027 Toyota GR86 Base

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

2027 Toyota GR86 Base

Johnstown, PA

Fair PriceLimited · 14
$34,189Mileage not verified

Market: $32,354 – $36,068

Comparison: 14 similar vehicles

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

Johnstown, PA

2026 Toyota GR86 Base

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

2026 Toyota GR86 Base

Allentown, PA

UnscoredLimited · 9
$35,386Mileage not verified

Comparison: 9 similar vehicles

Allentown, PA

2026 Toyota GR86 Base

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

2026 Toyota GR86 Base

Hanover, PA

Fair PriceLimited · 10
$35,609Mileage not verified

Market: $33,803 – $39,860

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 124 days listed (based on current market benchmarks)

Hanover, PA

2026 Toyota GR86 Premium

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

2026 Toyota GR86 Premium

Royersford, PA

UnscoredInsufficient · 4
$35,988815 mi

Comparison: 4 similar vehicles

Royersford, PA

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

New Castle, PA

UnscoredLimited · 9
$36,076Mileage not verified

Comparison: 9 similar vehicles

New Castle, PA

2026 Toyota GR86 Premium

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

2026 Toyota GR86 Premium

Limerick, PA

UnscoredInsufficient · 4
$36,335120 mi

Comparison: 4 similar vehicles

Limerick, PA

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Easton, PA

UnscoredInsufficient · 4
$36,479Mileage not verified

Comparison: 4 similar vehicles

Easton, PA

2026 Toyota GR86 Premium

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

2026 Toyota GR86 Premium

Hollidaysburg, PA

Fair PriceModerate · 29
$36,518Mileage not verified

Market: $37,138 – $44,747

Comparison: 29 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 17 days listed (based on current market benchmarks)

Hollidaysburg, PA

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Malvern, PA

UnscoredLimited · 9
$36,584Mileage not verified

Comparison: 9 similar vehicles

Malvern, PA

2026 Toyota GR86 Premium

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

2026 Toyota GR86 Premium

Sayre, PA

UnscoredLimited · 5
$36,683Mileage not verified

Comparison: 5 similar vehicles

Sayre, PA

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Hazleton, PA

UnscoredLimited · 6
$36,848Mileage not verified

Comparison: 6 similar vehicles

Hazleton, PA

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Meadville, PA

UnscoredInsufficient · 3
$36,948Mileage not verified

Comparison: 3 similar vehicles

Meadville, PA

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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