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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 26, 2026

6.1M+

Unique vehicles analyzed

as of October 26, 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

480 listings found

2014 Mercedes-Benz C-Class C300 Sport

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

2014 Mercedes-Benz C-Class C300 Sport

St. Petersburg, FL

UnscoredLimited · 8
$7,995104,436 mi

Comparison: 8 similar vehicles

St. Petersburg, FL

2015 Mercedes-Benz C-Class C300

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

2015 Mercedes-Benz C-Class C300

St. Petersburg, FL

UnscoredModerate · 29
$8,995132,215 mi

Comparison: 29 similar vehicles

St. Petersburg, FL

2015 Mercedes-Benz GL-Class GL450

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

2015 Mercedes-Benz GL-Class GL450

St. Petersburg, FL

UnscoredInsufficient · 3
$9,395134,960 mi

Comparison: 3 similar vehicles

St. Petersburg, FL

2014 Mercedes-Benz E-Class E350 Luxury

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

2014 Mercedes-Benz E-Class E350 Luxury

St. Petersburg, FL

UnscoredLimited · 9
$9,795104,029 mi

Comparison: 9 similar vehicles

St. Petersburg, FL

2013 Mercedes-Benz GL-Class GL450

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

2013 Mercedes-Benz GL-Class GL450

St. Petersburg, FL

UnscoredInsufficient · 4
$10,900182,243 mi

Comparison: 4 similar vehicles

St. Petersburg, FL

2015 Mercedes-Benz C-Class C300

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

2015 Mercedes-Benz C-Class C300

St. Petersburg, FL

Fair PriceModerate · 21
$10,979116,798 mi

Market: $5,900 – $17,895

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

St. Petersburg, FL

2014 Mercedes-Benz GLK-Class GLK350

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

2014 Mercedes-Benz GLK-Class GLK350

St. Petersburg, FL

OverpricedLimited · 11
$11,90090,194 mi

Market: $8,243 – $11,399

Comparison: 11 similar vehicles

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

St. Petersburg, FL

2011 Mercedes-Benz C-Class C300 Sport

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

2011 Mercedes-Benz C-Class C300 Sport

St. Petersburg, FL

UnscoredLimited · 5
$11,900140,000 mi

Comparison: 5 similar vehicles

St. Petersburg, FL

2016 Mercedes-Benz E-Class E350 Luxury

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

2016 Mercedes-Benz E-Class E350 Luxury

St. Petersburg, FL

Fair PriceLimited · 16
$12,99591,102 mi

Market: $7,999 – $18,797

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 179 days listed (based on current market benchmarks)

St. Petersburg, FL

2015 Mercedes-Benz M-Class ML350

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

2015 Mercedes-Benz M-Class ML350

St. Petersburg, FL

Fair PriceModerate · 22
$14,098100,779 mi

Market: $9,220 – $17,495

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

St. Petersburg, FL

No Photo

2017 Mercedes-Benz GLS-Class GLS450

St. Petersburg, FL

UnscoredLimited · 13
$14,995157,395 mi

Comparison: 13 similar vehicles

St. Petersburg, FL

2019 Mercedes-Benz Sprinter Crew Van Base

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

2019 Mercedes-Benz Sprinter Crew Van Base

St. Petersburg, FL

UnscoredLimited · 6
$15,900119,856 mi

Comparison: 6 similar vehicles

St. Petersburg, FL

2018 Mercedes-Benz GLC GLC300

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

2018 Mercedes-Benz GLC GLC300

St. Petersburg, FL

Fair PriceLimited · 19
$15,99596,701 mi

Market: $10,598 – $21,596

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 188 days listed (based on current market benchmarks)

St. Petersburg, FL

2018 Mercedes-Benz GLC GLC300

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

2018 Mercedes-Benz GLC GLC300

St. Petersburg, FL

UnscoredInsufficient · 0
$16,84246,901 mi

St. Petersburg, FL

2017 Mercedes-Benz GLS-Class GLS450

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

2017 Mercedes-Benz GLS-Class GLS450

St. Petersburg, FL

Fair PriceLimited · 13
$17,495109,126 mi

Market: $14,995 – $29,900

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 188 days listed (based on current market benchmarks)

St. Petersburg, FL

2018 Mercedes-Benz GLA-Class GLA250

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

2018 Mercedes-Benz GLA-Class GLA250

St. Petersburg, FL

Fair PriceModerate · 21
$17,99583,173 mi

Market: $10,284 – $19,900

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 188 days listed (based on current market benchmarks)

St. Petersburg, FL

2020 Mercedes-Benz GLC GLC300

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

2020 Mercedes-Benz GLC GLC300

St. Petersburg, FL

Fair PriceModerate · 43
$18,48476,049 mi

Market: $16,493 – $23,953

Comparison: 43 similar vehicles

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

St. Petersburg, FL

2015 Mercedes-Benz S-Class S550

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

2015 Mercedes-Benz S-Class S550

St. Petersburg, FL

UnscoredLimited · 9
$18,995105,019 mi

Comparison: 9 similar vehicles

St. Petersburg, FL

2018 Mercedes-Benz GLC GLC300

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

2018 Mercedes-Benz GLC GLC300

St. Petersburg, FL

UnscoredInsufficient · 0
$19,33952,739 mi

St. Petersburg, FL

2020 Mercedes-Benz A-Class A220

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

2020 Mercedes-Benz A-Class A220

St. Petersburg, FL

UnscoredInsufficient · 3
$19,93563,913 mi

Comparison: 3 similar vehicles

St. Petersburg, FL

2021 Mercedes-Benz GLC GLC300

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

2021 Mercedes-Benz GLC GLC300

St. Petersburg, FL

Fair PriceModerate · 36
$22,99168,122 mi

Market: $16,999 – $28,650

Comparison: 36 similar vehicles

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

St. Petersburg, FL

2019 Mercedes-Benz Sprinter Cargo Van Base

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

2019 Mercedes-Benz Sprinter Cargo Van Base

St. Petersburg, FL

UnscoredLimited · 6
$24,50094,408 mi

Comparison: 6 similar vehicles

St. Petersburg, FL

1990 Mercedes-Benz 560

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

1990 Mercedes-Benz 560

St. Petersburg, FL

UnscoredInsufficient · 0
$25,99778,880 mi

St. Petersburg, FL

2022 Mercedes-Benz GLB Base

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

2022 Mercedes-Benz GLB Base

St. Petersburg, FL

UnscoredLimited · 7
$26,01644,891 mi

Comparison: 7 similar vehicles

St. Petersburg, FL

2021 Mercedes-Benz C-Class Sedan C300

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

2021 Mercedes-Benz C-Class Sedan C300

St. Petersburg, FL

OverpricedModerate · 22
$26,85843,616 mi

Market: $23,998 – $26,706

Comparison: 22 similar vehicles

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

St. Petersburg, FL

2020 Mercedes-Benz GLB Base

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

2020 Mercedes-Benz GLB Base

St. Petersburg, FL

UnscoredInsufficient · 0
$26,9832,122 mi

St. Petersburg, FL

2017 Mercedes-Benz S-Class S550

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

2017 Mercedes-Benz S-Class S550

St. Petersburg, FL

UnscoredInsufficient · 4
$27,52067,857 mi

Comparison: 4 similar vehicles

St. Petersburg, FL

2019 Mercedes-Benz GLS-Class GLS550

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

2019 Mercedes-Benz GLS-Class GLS550

St. Petersburg, FL

UnscoredLimited · 9
$29,68669,460 mi

Comparison: 9 similar vehicles

St. Petersburg, FL

2024 Mercedes-Benz C-Class Sedan C 300

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

2024 Mercedes-Benz C-Class Sedan C 300

St. Petersburg, FL

UnscoredInsufficient · 0
$30,43791,039 mi

St. Petersburg, FL

2020 Mercedes-Benz E-Class E450

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

2020 Mercedes-Benz E-Class E450

St. Petersburg, FL

UnscoredLimited · 7
$30,99553,226 mi

Comparison: 7 similar vehicles

St. Petersburg, FL

2022 Mercedes-Benz GLE GLE350

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

2022 Mercedes-Benz GLE GLE350

St. Petersburg, FL

Fair PriceModerate · 41
$33,00049,143 mi

Market: $30,384 – $41,987

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

St. Petersburg, FL

2024 Mercedes-Benz C-Class Sedan C 300

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

2024 Mercedes-Benz C-Class Sedan C 300

St. Petersburg, FL

UnscoredInsufficient · 0
$33,609Mileage not verified

St. Petersburg, FL

2021 Mercedes-Benz GLE GLE350

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

2021 Mercedes-Benz GLE GLE350

St. Petersburg, FL

UnscoredLimited · 8
$33,72450,883 mi

Comparison: 8 similar vehicles

St. Petersburg, FL

2023 Mercedes-Benz GLC GLC300

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

2023 Mercedes-Benz GLC GLC300

St. Petersburg, FL

UnscoredInsufficient · 0
$33,88350,933 mi

St. Petersburg, FL

2023 Mercedes-Benz GLC 300

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

2023 Mercedes-Benz GLC 300

St. Petersburg, FL

OverpricedLimited · 15
$34,00045,003 mi

Market: $32,529 – $32,994

Comparison: 15 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

St. Petersburg, FL

2020 Mercedes-Benz GLE GLE450

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

2020 Mercedes-Benz GLE GLE450

St. Petersburg, FL

OverpricedLimited · 14
$34,69353,639 mi

Market: $28,797 – $33,990

Comparison: 14 similar vehicles

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

St. Petersburg, FL

2024 Mercedes-Benz C-Class Sedan C 300

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

2024 Mercedes-Benz C-Class Sedan C 300

St. Petersburg, FL

Fair PriceModerate · 40
$34,94435,380 mi

Market: $30,988 – $41,955

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

St. Petersburg, FL

2025 Mercedes-Benz GLB Base

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

2025 Mercedes-Benz GLB Base

St. Petersburg, FL

UnscoredLimited · 5
$35,71619,649 mi

Comparison: 5 similar vehicles

St. Petersburg, FL

2023 Mercedes-Benz GLE GLE450

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

2023 Mercedes-Benz GLE GLE450

St. Petersburg, FL

UnscoredInsufficient · 0
$36,99597,594 mi

St. Petersburg, FL

2021 Mercedes-Benz CLS-Class CLS450

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

2021 Mercedes-Benz CLS-Class CLS450

St. Petersburg, FL

UnscoredInsufficient · 0
$37,68365,365 mi

St. Petersburg, FL

2017 Mercedes-Benz S-Class S550

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

2017 Mercedes-Benz S-Class S550

St. Petersburg, FL

UnscoredInsufficient · 0
$37,99720,844 mi

St. Petersburg, FL

2023 Mercedes-Benz EQE SUV Base

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

2023 Mercedes-Benz EQE SUV Base

St. Petersburg, FL

Fair PriceModerate · 20
$38,40123,951 mi

Market: $33,188 – $45,174

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

St. Petersburg, FL

2023 Mercedes-Benz EQE Base

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

2023 Mercedes-Benz EQE Base

St. Petersburg, FL

UnscoredInsufficient · 3
$38,68322,317 mi

Comparison: 3 similar vehicles

St. Petersburg, FL

2022 Mercedes-Benz GLE GLE350

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

2022 Mercedes-Benz GLE GLE350

St. Petersburg, FL

Fair PriceModerate · 41
$39,68344,776 mi

Market: $30,384 – $41,987

Comparison: 41 similar vehicles

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

St. Petersburg, FL

2023 Mercedes-Benz GLC Coupe GLC300

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

2023 Mercedes-Benz GLC Coupe GLC300

St. Petersburg, FL

OverpricedModerate · 26
$40,58334,388 mi

Market: $39,744 – $40,489

Comparison: 26 similar vehicles

St. Petersburg, FL

2023 Mercedes-Benz EQE SUV Base

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

2023 Mercedes-Benz EQE SUV Base

St. Petersburg, FL

Fair PriceLimited · 14
$42,48342,208 mi

Market: $34,189 – $42,660

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

St. Petersburg, FL

2020 Mercedes-Benz GLS GLS450

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

2020 Mercedes-Benz GLS GLS450

St. Petersburg, FL

UnscoredInsufficient · 0
$43,99726,016 mi

St. Petersburg, FL

2020 Mercedes-Benz C-Class Cabriolet AMG C43

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

2020 Mercedes-Benz C-Class Cabriolet AMG C43

St. Petersburg, FL

UnscoredInsufficient · 0
$43,99719,393 mi

St. Petersburg, FL

2024 Mercedes-Benz GLC 300

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

2024 Mercedes-Benz GLC 300

St. Petersburg, FL

UnscoredLimited · 5
$44,83511,456 mi

Comparison: 5 similar vehicles

St. Petersburg, FL

2023 Mercedes-Benz EQS Base

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

2023 Mercedes-Benz EQS Base

St. Petersburg, FL

UnscoredInsufficient · 3
$45,98318,192 mi

Comparison: 3 similar vehicles

St. Petersburg, FL

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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