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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 25, 2026

6.1M+

Unique vehicles analyzed

as of October 25, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

46 listings found

2007 Toyota Avalon XL

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

2007 Toyota Avalon XL

Erie, PA

UnscoredInsufficient · 4
$4,999155,532 mi

Comparison: 4 similar vehicles

Erie, PA

2009 Toyota Camry SE

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

2009 Toyota Camry SE

Erie, PA

UnscoredInsufficient · 0
$5,999132,526 mi

Erie, PA

No Photo

2007 Toyota FJ Cruiser Base

Erie, PA

UnscoredInsufficient · 4
$10,386188,765 mi

Comparison: 4 similar vehicles

Erie, PA

2013 Toyota RAV4 LE

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

2013 Toyota RAV4 LE

Erie, PA

UnscoredLimited · 18
$10,900135,874 mi

Comparison: 18 similar vehicles

Erie, PA

2012 Toyota Camry XLE Hybrid

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

2012 Toyota Camry XLE Hybrid

Erie, PA

UnscoredInsufficient · 0
$12,987135,449 mi

Erie, PA

2011 Toyota Tacoma Base

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

2011 Toyota Tacoma Base

Erie, PA

UnscoredModerate · 46
$14,386152,542 mi

Comparison: 46 similar vehicles

Erie, PA

2007 Toyota FJ Cruiser Base

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

2007 Toyota FJ Cruiser Base

Erie, PA

UnscoredInsufficient · 4
$14,987195,552 mi

Comparison: 4 similar vehicles

Erie, PA

2017 Toyota RAV4 Limited

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

2017 Toyota RAV4 Limited

Erie, PA

UnscoredInsufficient · 3
$15,000188,703 mi

Comparison: 3 similar vehicles

Erie, PA

2016 Toyota Tacoma TRD Sport

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

2016 Toyota Tacoma TRD Sport

Erie, PA

UnscoredModerate · 37
$16,900201,652 mi

Comparison: 37 similar vehicles

Erie, PA

2016 Toyota RAV4 XLE

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

2016 Toyota RAV4 XLE

Erie, PA

Fair PriceModerate · 41
$17,000101,615 mi

Market: $10,900 – $19,948

Comparison: 41 similar vehicles

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

Erie, PA

2012 Toyota Tacoma Base

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

2012 Toyota Tacoma Base

Erie, PA

UnscoredModerate · 27
$17,995133,355 mi

Comparison: 27 similar vehicles

Erie, PA

2021 Toyota C-HR XLE

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

2021 Toyota C-HR XLE

Erie, PA

Fair PriceLimited · 10
$18,96883,217 mi

Market: $16,990 – $20,538

Comparison: 10 similar vehicles

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

Erie, PA

2019 Toyota Highlander XLE

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

2019 Toyota Highlander XLE

Erie, PA

UnscoredRobust · 320
$20,425121,415 mi

Comparison: 320 similar vehicles

Erie, PA

2019 Toyota RAV4 XLE

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

2019 Toyota RAV4 XLE

Erie, PA

Fair PriceRobust · 206
$20,987105,179 mi

Market: $15,250 – $26,998

Comparison: 206 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 218 days listed (based on current market benchmarks)

Erie, PA

2021 Toyota Avalon XLE

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

2021 Toyota Avalon XLE

Erie, PA

UnscoredInsufficient · 0
$20,99699,607 mi

Erie, PA

2020 Toyota RAV4 XLE

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

2020 Toyota RAV4 XLE

Erie, PA

UnscoredLimited · 6
$21,975109,058 mi

Comparison: 6 similar vehicles

Erie, PA

2023 Toyota Corolla LE

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

2023 Toyota Corolla LE

Erie, PA

Fair PriceModerate · 30
$21,97710,798 mi

Market: $17,995 – $23,589

Comparison: 30 similar vehicles

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

Erie, PA

2025 Toyota Corolla LE

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

2025 Toyota Corolla LE

Erie, PA

Fair PriceRobust · 106
$23,00035,109 mi

Market: $18,898 – $23,499

Comparison: 106 similar vehicles

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

Erie, PA

2021 Toyota Sienna LE

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

2021 Toyota Sienna LE

Erie, PA

UnscoredLimited · 5
$23,287114,880 mi

Comparison: 5 similar vehicles

Erie, PA

2022 Toyota RAV4 SE

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

2022 Toyota RAV4 SE

Erie, PA

UnscoredRobust · 158
$23,491144,817 mi

Comparison: 158 similar vehicles

Erie, PA

2017 Toyota RAV4 Limited

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

2017 Toyota RAV4 Limited

Erie, PA

OverpricedModerate · 40
$23,98576,884 mi

Market: $9,842 – $23,700

Comparison: 40 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Erie, PA

2022 Toyota RAV4 LE

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

2022 Toyota RAV4 LE

Erie, PA

Fair PriceRobust · 164
$23,98979,433 mi

Market: $18,900 – $28,048

Comparison: 164 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Erie, PA

2016 Toyota Tundra SR

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

2016 Toyota Tundra SR

Erie, PA

UnscoredLimited · 5
$24,79895,679 mi

Comparison: 5 similar vehicles

Erie, PA

2018 Toyota Highlander LE Plus

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

2018 Toyota Highlander LE Plus

Erie, PA

UnscoredInsufficient · 0
$24,98643,520 mi

Erie, PA

2016 Toyota Tacoma SR

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

2016 Toyota Tacoma SR

Erie, PA

OverpricedLimited · 11
$25,45787,315 mi

Market: $10,495 – $20,285

Comparison: 11 similar vehicles

Priced ~25% above the typical market range for similar vehicles (based on current market benchmarks)

Erie, PA

2017 Toyota RAV4 Limited

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

2017 Toyota RAV4 Limited

Erie, PA

UnscoredInsufficient · 0
$27,47224,275 mi

Erie, PA

2024 Toyota Camry XSE

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

2024 Toyota Camry XSE

Erie, PA

UnscoredLimited · 6
$30,43431,115 mi

Comparison: 6 similar vehicles

Erie, PA

2019 Toyota Tacoma TRD Off Road

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

2019 Toyota Tacoma TRD Off Road

Erie, PA

Fair PriceModerate · 49
$30,47883,019 mi

Market: $26,254 – $34,378

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Erie, PA

2024 Toyota Venza LE

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

2024 Toyota Venza LE

Erie, PA

UnscoredInsufficient · 0
$30,47939,392 mi

Erie, PA

2025 Toyota Camry SE

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

2025 Toyota Camry SE

Erie, PA

Fair PriceModerate · 49
$30,79038,015 mi

Market: $26,900 – $32,970

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Erie, PA

2020 Toyota RAV4 Limited

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

2020 Toyota RAV4 Limited

Erie, PA

UnscoredInsufficient · 0
$30,96940,241 mi

Erie, PA

2024 Toyota RAV4 LE

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

2024 Toyota RAV4 LE

Erie, PA

Fair PriceRobust · 132
$31,49021,178 mi

Market: $27,443 – $34,790

Comparison: 132 similar vehicles

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

Erie, PA

2023 Toyota Tacoma SR

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

2023 Toyota Tacoma SR

Erie, PA

OverpricedLimited · 12
$34,50068,367 mi

Market: $22,900 – $32,990

Comparison: 12 similar vehicles

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

Erie, PA

2025 Toyota RAV4 XLE

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

2025 Toyota RAV4 XLE

Erie, PA

Fair PriceRobust · 268
$34,98931,141 mi

Market: $28,990 – $36,582

Comparison: 268 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Erie, PA

2023 Toyota Tundra SR5

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

2023 Toyota Tundra SR5

Erie, PA

Fair PriceRobust · 50
$36,96827,587 mi

Market: $37,332 – $45,990

Comparison: 50 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 86 days listed (based on current market benchmarks)

Erie, PA

2026 Toyota Prius Limited

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

2026 Toyota Prius Limited

Erie, PA

UnscoredInsufficient · 0
$37,00017,153 mi

Erie, PA

2021 Toyota Highlander XLE

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

2021 Toyota Highlander XLE

Erie, PA

UnscoredLimited · 7
$37,97836,450 mi

Comparison: 7 similar vehicles

Erie, PA

2023 Toyota Venza Limited

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

2023 Toyota Venza Limited

Erie, PA

UnscoredInsufficient · 0
$38,95618,669 mi

Erie, PA

2023 Toyota Tacoma TRD Off Road

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

2023 Toyota Tacoma TRD Off Road

Erie, PA

UnscoredLimited · 9
$40,90552,734 mi

Comparison: 9 similar vehicles

Erie, PA

2025 Toyota Tacoma TRD Off Road

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

2025 Toyota Tacoma TRD Off Road

Erie, PA

UnscoredLimited · 9
$43,5005,072 mi

Comparison: 9 similar vehicles

Erie, PA

2025 Toyota Crown Signia Limited

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

2025 Toyota Crown Signia Limited

Erie, PA

UnscoredLimited · 9
$44,99728,761 mi

Comparison: 9 similar vehicles

Erie, PA

2024 Toyota Grand Highlander XLE

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

2024 Toyota Grand Highlander XLE

Erie, PA

OverpricedRobust · 55
$45,60939,765 mi

Market: $41,669 – $44,999

Comparison: 55 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Erie, PA

2026 Toyota RAV4 Limited

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

2026 Toyota RAV4 Limited

Erie, PA

UnscoredInsufficient · 3
$48,9682,972 mi

Comparison: 3 similar vehicles

Erie, PA

2024 Toyota Sequoia Platinum

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

2024 Toyota Sequoia Platinum

Erie, PA

UnscoredInsufficient · 4
$61,98448,673 mi

Comparison: 4 similar vehicles

Erie, PA

2026 Toyota Land Cruiser Base

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

2026 Toyota Land Cruiser Base

Erie, PA

Fair PriceModerate · 48
$66,9626,397 mi

Market: $65,438 – $73,103

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Erie, PA

2024 Toyota Sequoia Capstone

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

2024 Toyota Sequoia Capstone

Erie, PA

UnscoredLimited · 13
$69,41129,119 mi

Comparison: 13 similar vehicles

Erie, 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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