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GeoIp2\Model\City Object
(
    [raw:protected] => Array
        (
            [city] => Array
                (
                    [geoname_id] => 4509177
                    [names] => Array
                        (
                            [de] => Columbus
                            [en] => Columbus
                            [es] => Columbus
                            [fr] => Columbus
                            [ja] => コロンバス
                            [pt-BR] => Columbus
                            [ru] => Колумбус
                            [zh-CN] => 哥伦布
                        )

                )

            [continent] => Array
                (
                    [code] => NA
                    [geoname_id] => 6255149
                    [names] => Array
                        (
                            [de] => Nordamerika
                            [en] => North America
                            [es] => Norteamérica
                            [fr] => Amérique du Nord
                            [ja] => 北アメリカ
                            [pt-BR] => América do Norte
                            [ru] => Северная Америка
                            [zh-CN] => 北美洲
                        )

                )

            [country] => Array
                (
                    [geoname_id] => 6252001
                    [iso_code] => US
                    [names] => Array
                        (
                            [de] => USA
                            [en] => United States
                            [es] => Estados Unidos
                            [fr] => États Unis
                            [ja] => アメリカ
                            [pt-BR] => EUA
                            [ru] => США
                            [zh-CN] => 美国
                        )

                )

            [location] => Array
                (
                    [accuracy_radius] => 20
                    [latitude] => 39.9625
                    [longitude] => -83.0061
                    [metro_code] => 535
                    [time_zone] => America/New_York
                )

            [postal] => Array
                (
                    [code] => 43215
                )

            [registered_country] => Array
                (
                    [geoname_id] => 6252001
                    [iso_code] => US
                    [names] => Array
                        (
                            [de] => USA
                            [en] => United States
                            [es] => Estados Unidos
                            [fr] => États Unis
                            [ja] => アメリカ
                            [pt-BR] => EUA
                            [ru] => США
                            [zh-CN] => 美国
                        )

                )

            [subdivisions] => Array
                (
                    [0] => Array
                        (
                            [geoname_id] => 5165418
                            [iso_code] => OH
                            [names] => Array
                                (
                                    [de] => Ohio
                                    [en] => Ohio
                                    [es] => Ohio
                                    [fr] => Ohio
                                    [ja] => オハイオ州
                                    [pt-BR] => Ohio
                                    [ru] => Огайо
                                    [zh-CN] => 俄亥俄州
                                )

                        )

                )

            [traits] => Array
                (
                    [ip_address] => 216.73.216.160
                    [prefix_len] => 22
                )

        )

    [continent:protected] => GeoIp2\Record\Continent Object
        (
            [record:GeoIp2\Record\AbstractRecord:private] => Array
                (
                    [code] => NA
                    [geoname_id] => 6255149
                    [names] => Array
                        (
                            [de] => Nordamerika
                            [en] => North America
                            [es] => Norteamérica
                            [fr] => Amérique du Nord
                            [ja] => 北アメリカ
                            [pt-BR] => América do Norte
                            [ru] => Северная Америка
                            [zh-CN] => 北美洲
                        )

                )

            [locales:GeoIp2\Record\AbstractPlaceRecord:private] => Array
                (
                    [0] => en
                )

            [validAttributes:protected] => Array
                (
                    [0] => code
                    [1] => geonameId
                    [2] => names
                )

        )

    [country:protected] => GeoIp2\Record\Country Object
        (
            [record:GeoIp2\Record\AbstractRecord:private] => Array
                (
                    [geoname_id] => 6252001
                    [iso_code] => US
                    [names] => Array
                        (
                            [de] => USA
                            [en] => United States
                            [es] => Estados Unidos
                            [fr] => États Unis
                            [ja] => アメリカ
                            [pt-BR] => EUA
                            [ru] => США
                            [zh-CN] => 美国
                        )

                )

            [locales:GeoIp2\Record\AbstractPlaceRecord:private] => Array
                (
                    [0] => en
                )

            [validAttributes:protected] => Array
                (
                    [0] => confidence
                    [1] => geonameId
                    [2] => isInEuropeanUnion
                    [3] => isoCode
                    [4] => names
                )

        )

    [locales:protected] => Array
        (
            [0] => en
        )

    [maxmind:protected] => GeoIp2\Record\MaxMind Object
        (
            [record:GeoIp2\Record\AbstractRecord:private] => Array
                (
                )

            [validAttributes:protected] => Array
                (
                    [0] => queriesRemaining
                )

        )

    [registeredCountry:protected] => GeoIp2\Record\Country Object
        (
            [record:GeoIp2\Record\AbstractRecord:private] => Array
                (
                    [geoname_id] => 6252001
                    [iso_code] => US
                    [names] => Array
                        (
                            [de] => USA
                            [en] => United States
                            [es] => Estados Unidos
                            [fr] => États Unis
                            [ja] => アメリカ
                            [pt-BR] => EUA
                            [ru] => США
                            [zh-CN] => 美国
                        )

                )

            [locales:GeoIp2\Record\AbstractPlaceRecord:private] => Array
                (
                    [0] => en
                )

            [validAttributes:protected] => Array
                (
                    [0] => confidence
                    [1] => geonameId
                    [2] => isInEuropeanUnion
                    [3] => isoCode
                    [4] => names
                )

        )

    [representedCountry:protected] => GeoIp2\Record\RepresentedCountry Object
        (
            [record:GeoIp2\Record\AbstractRecord:private] => Array
                (
                )

            [locales:GeoIp2\Record\AbstractPlaceRecord:private] => Array
                (
                    [0] => en
                )

            [validAttributes:protected] => Array
                (
                    [0] => confidence
                    [1] => geonameId
                    [2] => isInEuropeanUnion
                    [3] => isoCode
                    [4] => names
                    [5] => type
                )

        )

    [traits:protected] => GeoIp2\Record\Traits Object
        (
            [record:GeoIp2\Record\AbstractRecord:private] => Array
                (
                    [ip_address] => 216.73.216.160
                    [prefix_len] => 22
                    [network] => 216.73.216.0/22
                )

            [validAttributes:protected] => Array
                (
                    [0] => autonomousSystemNumber
                    [1] => autonomousSystemOrganization
                    [2] => connectionType
                    [3] => domain
                    [4] => ipAddress
                    [5] => isAnonymous
                    [6] => isAnonymousProxy
                    [7] => isAnonymousVpn
                    [8] => isHostingProvider
                    [9] => isLegitimateProxy
                    [10] => isp
                    [11] => isPublicProxy
                    [12] => isResidentialProxy
                    [13] => isSatelliteProvider
                    [14] => isTorExitNode
                    [15] => mobileCountryCode
                    [16] => mobileNetworkCode
                    [17] => network
                    [18] => organization
                    [19] => staticIpScore
                    [20] => userCount
                    [21] => userType
                )

        )

    [city:protected] => GeoIp2\Record\City Object
        (
            [record:GeoIp2\Record\AbstractRecord:private] => Array
                (
                    [geoname_id] => 4509177
                    [names] => Array
                        (
                            [de] => Columbus
                            [en] => Columbus
                            [es] => Columbus
                            [fr] => Columbus
                            [ja] => コロンバス
                            [pt-BR] => Columbus
                            [ru] => Колумбус
                            [zh-CN] => 哥伦布
                        )

                )

            [locales:GeoIp2\Record\AbstractPlaceRecord:private] => Array
                (
                    [0] => en
                )

            [validAttributes:protected] => Array
                (
                    [0] => confidence
                    [1] => geonameId
                    [2] => names
                )

        )

    [location:protected] => GeoIp2\Record\Location Object
        (
            [record:GeoIp2\Record\AbstractRecord:private] => Array
                (
                    [accuracy_radius] => 20
                    [latitude] => 39.9625
                    [longitude] => -83.0061
                    [metro_code] => 535
                    [time_zone] => America/New_York
                )

            [validAttributes:protected] => Array
                (
                    [0] => averageIncome
                    [1] => accuracyRadius
                    [2] => latitude
                    [3] => longitude
                    [4] => metroCode
                    [5] => populationDensity
                    [6] => postalCode
                    [7] => postalConfidence
                    [8] => timeZone
                )

        )

    [postal:protected] => GeoIp2\Record\Postal Object
        (
            [record:GeoIp2\Record\AbstractRecord:private] => Array
                (
                    [code] => 43215
                )

            [validAttributes:protected] => Array
                (
                    [0] => code
                    [1] => confidence
                )

        )

    [subdivisions:protected] => Array
        (
            [0] => GeoIp2\Record\Subdivision Object
                (
                    [record:GeoIp2\Record\AbstractRecord:private] => Array
                        (
                            [geoname_id] => 5165418
                            [iso_code] => OH
                            [names] => Array
                                (
                                    [de] => Ohio
                                    [en] => Ohio
                                    [es] => Ohio
                                    [fr] => Ohio
                                    [ja] => オハイオ州
                                    [pt-BR] => Ohio
                                    [ru] => Огайо
                                    [zh-CN] => 俄亥俄州
                                )

                        )

                    [locales:GeoIp2\Record\AbstractPlaceRecord:private] => Array
                        (
                            [0] => en
                        )

                    [validAttributes:protected] => Array
                        (
                            [0] => confidence
                            [1] => geonameId
                            [2] => isoCode
                            [3] => names
                        )

                )

        )

)
 country : United States
 city : Columbus
US
Array
(
    [as_domain] => amazon.com
    [as_name] => Amazon.com, Inc.
    [asn] => AS16509
    [continent] => North America
    [continent_code] => NA
    [country] => United States
    [country_code] => US
)

Grocery Price Data Intelligence Services – Real-Time Grocery Price Analysis

Our Grocery Price Data Intelligence Services help businesses extract real-time pricing data from leading grocery platforms. We provide accurate insights into product prices, promotions, stock levels, and competitor pricing across multiple regions. This data allows businesses to monitor pricing trends, optimize strategies, and stay competitive in the dynamic grocery market. Leverage our services to gain actionable insights that drive smarter decision-making, enhance pricing strategies, and improve overall business performance.

Grocery-Pricing-Intelligence
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Trusted by 3000+ companies across the globe

What is Grocery Price Data Intelligence Services?

Grocery Price Data Intelligence Services involves the use of advanced technologies such as Competitive Price Monitoring Grocery and Real-Time Grocery Price Data to track, analyze, and optimize grocery pricing strategies. By leveraging Online Grocery Data Intelligence, businesses can monitor competitors, understand market trends, and adjust prices dynamically to stay competitive.

Product Pricing Scraping is a key component, enabling businesses to extract pricing data from online grocery platforms for informed decision-making. Grocery Store Data Extraction enhances data collection across various regions, helping retailers and e-commerce platforms make strategic pricing decisions based on real-time insights and market conditions.

Key Features of Our Grocery Price Data Intelligence

Pricing

Real-Time Grocery Pricing Updates

  • Extract live pricing data from global supermarkets and e-commerce stores.
  • Monitor price fluctuations to make informed decisions.
  • Track offers, discounts, and promotions dynamically.
  • Historical-Pricing-Analysis

    Historical Pricing Analysis

  • Access comprehensive datasets of past pricing trends.
  • Identify patterns in seasonal pricing and demand surges.
  • Enhance forecasting accuracy for stock management and marketing strategies.
  • Benchmarking

    Competitive Price Benchmarking

  • Compare prices across competing retailers and regions.
  • Adjust pricing strategies to stay competitive in various markets.
  • Leverage pricing intelligence to target specific demographics.
  • Customized-Data-Solutions

    Customized Data Solutions

  • Tailor data scraping parameters to match specific business needs.
  • Choose frequency, format, and granularity of the data.
  • Receive data insights in CSV, JSON, or API formats for seamless integration.
  • Market

    Global Market Coverage

  • Analyze grocery pricing data from multiple countries, including the USA, UK, UAE, India, Germany, and more.
  • Understand local and international market trends.
  • Adapt pricing strategies to suit diverse consumer preferences.
  • Benefits of Our Grocery Price Data Intelligence

    Enhanced Decision-Making

    With Grocery Price Monitoring and Real-Time Grocery Price Data, Actowiz Solutions provides businesses with immediate access to critical market insights. By utilizing Grocery Price Intelligence, retailers can track competitors' pricing and adjust their own strategies in real time. This allows for smarter decision-making, enabling optimal pricing and marketing strategies that improve operational efficiency. Accurate, timely data ensures better pricing strategies that drive growth and help businesses maintain a competitive edge in the grocery sector.

    Tracking-Product-Pricing

    Cost Reduction

    Actowiz Solutions leverages Price Tracking for Groceries and Grocery Price Monitoring to help businesses avoid the risks of overstocking or understocking. By utilizing Grocery Price Intelligence, retailers gain precise demand forecasting capabilities, ensuring they only purchase what’s needed at the right price. By reducing waste and excess inventory, businesses can optimize procurement costs and improve profitability. With real-time insights, businesses can also adapt their pricing strategies quickly, keeping costs in line with market trends and reducing unnecessary expenditures.

    Analysis-of-Product-Demands

    Improved Customer Experience

    With Actowiz Solutions' Real-Time Grocery Price Data and Competitive Pricing Intelligence, businesses gain a deeper understanding of consumer behavior and preferences. By using these insights, companies can provide competitive prices and personalized promotions that resonate with their customer base. Offering tailored discounts and timely pricing adjustments fosters customer loyalty and enhances the shopping experience. By analyzing data, businesses can also ensure they meet evolving customer needs, offering a more targeted, satisfying shopping journey that boosts retention and satisfaction.

    Observe-the-Latest-Product-Trends

    Streamlined Supply Chain

    Actowiz Solutions’ Grocery Price Monitoring and Grocery Price Intelligence help businesses optimize their supply chain by providing insights into pricing trends and demand fluctuations. Using Real-Time Grocery Price Data, businesses can coordinate effectively with suppliers, securing competitive prices that ensure cost-effective procurement. This intelligence allows for better planning, reducing the risk of supply shortages and price hikes. By aligning purchasing decisions with market data, retailers can streamline their supply chain, improve inventory management, and maintain cost-efficient operations.

    Sentiment-Analysis

    Use Cases for Our Grocery Price Data Intelligence

    Retailers and Supermarkets

    Our Grocery Price Analysis and Competitive Price Monitoring Grocery services enable retailers and supermarkets to adjust pricing dynamically. By leveraging Real-Time Grocery Price Data and Data Scraping for Grocery Prices, businesses can launch targeted promotions, ensuring they stay ahead of the competition. With Price Optimization for Grocery Retailers, they can ensure consistent pricing strategies that drive customer loyalty and maximize sales potential.

    E-Commerce Platforms

    For e-commerce platforms, our Product Pricing Scraping and Competitive Price Tracking for Groceries solutions are essential. They enable real-time monitoring of competitor pricing, ensuring that listings remain visible and competitive. Real-Time Grocery Price Data allows businesses to track offers and promotions, helping them capture more market share. Actowiz Solutions provides data-driven insights to optimize pricing strategies, improving both visibility and consumer engagement.

    Market Researchers and Analysts

    Market researchers and analysts can benefit from Grocery Market Intelligence and Real-Time Grocery Price Data. Actowiz Solutions enables the collection of comprehensive historical and current pricing data via Grocery Store Data Extraction, offering valuable insights. This helps deliver precise, actionable reports to stakeholders, facilitating Price Optimization for Grocery Retailers and informed strategic planning that boosts overall market competitiveness.

    Price Comparison Websites

    Price comparison websites gain significant advantages with Grocery Price Analysis and Competitive Price Monitoring Grocery. By using Data Scraping for Grocery Prices and Real-Time Grocery Price Data, these platforms can provide users with real-time, accurate price comparisons. This enhances the user experience by ensuring that customers can make informed decisions, increasing website traffic, user engagement, and overall customer satisfaction.

    Price Comparison Websites

    Price comparison websites gain significant advantages with Grocery Price Analysis and Competitive Price Monitoring Grocery. By using Data Scraping for Grocery Prices and Real-Time Grocery Price Data, these platforms can provide users with real-time, accurate price comparisons. This enhances the user experience by ensuring that customers can make informed decisions, increasing website traffic, user engagement, and overall customer satisfaction.

    Consumers and Shoppers

    Consumers and shoppers benefit from our Grocery Price Data Intelligence by gaining access to real-time price comparisons and promotions across multiple platforms. By using Grocery Price Analysis and Competitive Price Monitoring, shoppers can make informed decisions on where to buy the best deals, ensuring they get the most value for their money. This not only improves their shopping experience but also enhances customer loyalty and engagement with retailers offering the best prices.

    Our Technical Capabilities

    Advanced Web Scraping Technology

    Extract data from both static and dynamic websites, including AJAX and JavaScript-driven platforms.

    Data Cleaning and Standardization

    Ensure high-quality, clean data for accurate analysis.

    Standardize datasets to enable seamless integration into existing systems.

    Scalability

    Handle massive datasets from multiple sources with ease.

    Scale operations to cover new regions or platforms as needed.

    Security and Compliance

    Ensure ethical data collection practices.

    Adhere to local and international data privacy laws, including GDPR and CCPA.

    Frequently Asked Questions

    Grocery Price Scraping is the process of extracting price data from various online grocery stores. This helps businesses track Real-Time Grocery Price Data, optimize their pricing strategies, and stay competitive. By utilizing Grocery Web Scraping APIs, companies can automate the process of data collection, ensuring accurate and timely updates on prices, promotions, and product availability.
    Web Scraping Grocery Data enables businesses to gather detailed price information across multiple grocery platforms. With insights from Real-Time Grocery Price Data, retailers can perform Price Optimization for Grocery Retailers. This allows them to adjust their pricing strategies based on competitor analysis, market trends, and customer demand, driving better profitability and customer satisfaction.
    Price Intelligence for Grocery Stores refers to the collection and analysis of data related to grocery pricing. By leveraging Grocery Price Intelligence, stores can monitor competitors' prices, identify patterns, and adjust their pricing strategies. This helps businesses remain competitive by ensuring they offer the best prices while maximizing their margins and sales opportunities.
    Grocery Delivery Data Scraping enables businesses to extract crucial data about grocery products, including pricing, promotions, and availability from online grocery platforms. This process offers valuable insights into market trends and competitors' strategies. By incorporating this data into decision-making, businesses can improve their offerings and enhance customer experience through dynamic pricing and better inventory management.
    Grocery Web Scraping APIs are tools that enable businesses to automate the collection of data from online grocery stores. They extract real-time product prices, promotions, and availability. This automated process makes it easier for companies to stay up-to-date on market trends, track competitors, and make data-driven decisions that optimize pricing and inventory management.
    Competitive Price Monitoring Grocery is crucial for businesses to remain competitive in the grocery retail sector. By tracking competitors' pricing strategies, businesses can adjust their own prices and promotions to attract customers. This proactive approach helps retailers maintain or improve their market share by ensuring they offer competitive prices and maximize customer loyalty through strategic pricing.
    Real-Time Grocery Price Data provides up-to-the-minute information on product prices, discounts, and offers across grocery platforms. By using this data, businesses can quickly react to market changes, adjust pricing strategies, and stay ahead of competitors. This ensures they remain competitive in pricing while maximizing their profitability and market presence through Competitive Price Tracking for Groceries.
    Online Grocery Data Intelligence is the process of collecting and analyzing data from online grocery platforms. This includes pricing information, promotions, and competitor activities. By leveraging this data, retailers can gain insights into market trends, improve their pricing strategies, and enhance their overall customer experience, helping them achieve Competitive Pricing Intelligence and optimize their offerings.
    Product Pricing Scraping helps grocery businesses track the prices of products across multiple online platforms. This allows them to analyze market trends, monitor competitors, and identify opportunities for price adjustments. By using Grocery Price Scraping and Price Tracking for Groceries, businesses can optimize their pricing strategies, ensuring they offer competitive prices and attract more customers.
    Grocery Store Data Extraction involves the collection of data from grocery store websites, such as product prices, availability, and promotions. This data is crucial for Grocery Market Intelligence, as it allows businesses to track competitor prices, monitor market trends, and optimize their own pricing strategies. By utilizing Grocery Price Analysis, businesses can make informed decisions to stay competitive in a dynamic market.
    GeoIp2\Model\City Object
    (
        [raw:protected] => Array
            (
                [city] => Array
                    (
                        [geoname_id] => 4509177
                        [names] => Array
                            (
                                [de] => Columbus
                                [en] => Columbus
                                [es] => Columbus
                                [fr] => Columbus
                                [ja] => コロンバス
                                [pt-BR] => Columbus
                                [ru] => Колумбус
                                [zh-CN] => 哥伦布
                            )
    
                    )
    
                [continent] => Array
                    (
                        [code] => NA
                        [geoname_id] => 6255149
                        [names] => Array
                            (
                                [de] => Nordamerika
                                [en] => North America
                                [es] => Norteamérica
                                [fr] => Amérique du Nord
                                [ja] => 北アメリカ
                                [pt-BR] => América do Norte
                                [ru] => Северная Америка
                                [zh-CN] => 北美洲
                            )
    
                    )
    
                [country] => Array
                    (
                        [geoname_id] => 6252001
                        [iso_code] => US
                        [names] => Array
                            (
                                [de] => USA
                                [en] => United States
                                [es] => Estados Unidos
                                [fr] => États Unis
                                [ja] => アメリカ
                                [pt-BR] => EUA
                                [ru] => США
                                [zh-CN] => 美国
                            )
    
                    )
    
                [location] => Array
                    (
                        [accuracy_radius] => 20
                        [latitude] => 39.9625
                        [longitude] => -83.0061
                        [metro_code] => 535
                        [time_zone] => America/New_York
                    )
    
                [postal] => Array
                    (
                        [code] => 43215
                    )
    
                [registered_country] => Array
                    (
                        [geoname_id] => 6252001
                        [iso_code] => US
                        [names] => Array
                            (
                                [de] => USA
                                [en] => United States
                                [es] => Estados Unidos
                                [fr] => États Unis
                                [ja] => アメリカ
                                [pt-BR] => EUA
                                [ru] => США
                                [zh-CN] => 美国
                            )
    
                    )
    
                [subdivisions] => Array
                    (
                        [0] => Array
                            (
                                [geoname_id] => 5165418
                                [iso_code] => OH
                                [names] => Array
                                    (
                                        [de] => Ohio
                                        [en] => Ohio
                                        [es] => Ohio
                                        [fr] => Ohio
                                        [ja] => オハイオ州
                                        [pt-BR] => Ohio
                                        [ru] => Огайо
                                        [zh-CN] => 俄亥俄州
                                    )
    
                            )
    
                    )
    
                [traits] => Array
                    (
                        [ip_address] => 216.73.216.160
                        [prefix_len] => 22
                    )
    
            )
    
        [continent:protected] => GeoIp2\Record\Continent Object
            (
                [record:GeoIp2\Record\AbstractRecord:private] => Array
                    (
                        [code] => NA
                        [geoname_id] => 6255149
                        [names] => Array
                            (
                                [de] => Nordamerika
                                [en] => North America
                                [es] => Norteamérica
                                [fr] => Amérique du Nord
                                [ja] => 北アメリカ
                                [pt-BR] => América do Norte
                                [ru] => Северная Америка
                                [zh-CN] => 北美洲
                            )
    
                    )
    
                [locales:GeoIp2\Record\AbstractPlaceRecord:private] => Array
                    (
                        [0] => en
                    )
    
                [validAttributes:protected] => Array
                    (
                        [0] => code
                        [1] => geonameId
                        [2] => names
                    )
    
            )
    
        [country:protected] => GeoIp2\Record\Country Object
            (
                [record:GeoIp2\Record\AbstractRecord:private] => Array
                    (
                        [geoname_id] => 6252001
                        [iso_code] => US
                        [names] => Array
                            (
                                [de] => USA
                                [en] => United States
                                [es] => Estados Unidos
                                [fr] => États Unis
                                [ja] => アメリカ
                                [pt-BR] => EUA
                                [ru] => США
                                [zh-CN] => 美国
                            )
    
                    )
    
                [locales:GeoIp2\Record\AbstractPlaceRecord:private] => Array
                    (
                        [0] => en
                    )
    
                [validAttributes:protected] => Array
                    (
                        [0] => confidence
                        [1] => geonameId
                        [2] => isInEuropeanUnion
                        [3] => isoCode
                        [4] => names
                    )
    
            )
    
        [locales:protected] => Array
            (
                [0] => en
            )
    
        [maxmind:protected] => GeoIp2\Record\MaxMind Object
            (
                [record:GeoIp2\Record\AbstractRecord:private] => Array
                    (
                    )
    
                [validAttributes:protected] => Array
                    (
                        [0] => queriesRemaining
                    )
    
            )
    
        [registeredCountry:protected] => GeoIp2\Record\Country Object
            (
                [record:GeoIp2\Record\AbstractRecord:private] => Array
                    (
                        [geoname_id] => 6252001
                        [iso_code] => US
                        [names] => Array
                            (
                                [de] => USA
                                [en] => United States
                                [es] => Estados Unidos
                                [fr] => États Unis
                                [ja] => アメリカ
                                [pt-BR] => EUA
                                [ru] => США
                                [zh-CN] => 美国
                            )
    
                    )
    
                [locales:GeoIp2\Record\AbstractPlaceRecord:private] => Array
                    (
                        [0] => en
                    )
    
                [validAttributes:protected] => Array
                    (
                        [0] => confidence
                        [1] => geonameId
                        [2] => isInEuropeanUnion
                        [3] => isoCode
                        [4] => names
                    )
    
            )
    
        [representedCountry:protected] => GeoIp2\Record\RepresentedCountry Object
            (
                [record:GeoIp2\Record\AbstractRecord:private] => Array
                    (
                    )
    
                [locales:GeoIp2\Record\AbstractPlaceRecord:private] => Array
                    (
                        [0] => en
                    )
    
                [validAttributes:protected] => Array
                    (
                        [0] => confidence
                        [1] => geonameId
                        [2] => isInEuropeanUnion
                        [3] => isoCode
                        [4] => names
                        [5] => type
                    )
    
            )
    
        [traits:protected] => GeoIp2\Record\Traits Object
            (
                [record:GeoIp2\Record\AbstractRecord:private] => Array
                    (
                        [ip_address] => 216.73.216.160
                        [prefix_len] => 22
                        [network] => 216.73.216.0/22
                    )
    
                [validAttributes:protected] => Array
                    (
                        [0] => autonomousSystemNumber
                        [1] => autonomousSystemOrganization
                        [2] => connectionType
                        [3] => domain
                        [4] => ipAddress
                        [5] => isAnonymous
                        [6] => isAnonymousProxy
                        [7] => isAnonymousVpn
                        [8] => isHostingProvider
                        [9] => isLegitimateProxy
                        [10] => isp
                        [11] => isPublicProxy
                        [12] => isResidentialProxy
                        [13] => isSatelliteProvider
                        [14] => isTorExitNode
                        [15] => mobileCountryCode
                        [16] => mobileNetworkCode
                        [17] => network
                        [18] => organization
                        [19] => staticIpScore
                        [20] => userCount
                        [21] => userType
                    )
    
            )
    
        [city:protected] => GeoIp2\Record\City Object
            (
                [record:GeoIp2\Record\AbstractRecord:private] => Array
                    (
                        [geoname_id] => 4509177
                        [names] => Array
                            (
                                [de] => Columbus
                                [en] => Columbus
                                [es] => Columbus
                                [fr] => Columbus
                                [ja] => コロンバス
                                [pt-BR] => Columbus
                                [ru] => Колумбус
                                [zh-CN] => 哥伦布
                            )
    
                    )
    
                [locales:GeoIp2\Record\AbstractPlaceRecord:private] => Array
                    (
                        [0] => en
                    )
    
                [validAttributes:protected] => Array
                    (
                        [0] => confidence
                        [1] => geonameId
                        [2] => names
                    )
    
            )
    
        [location:protected] => GeoIp2\Record\Location Object
            (
                [record:GeoIp2\Record\AbstractRecord:private] => Array
                    (
                        [accuracy_radius] => 20
                        [latitude] => 39.9625
                        [longitude] => -83.0061
                        [metro_code] => 535
                        [time_zone] => America/New_York
                    )
    
                [validAttributes:protected] => Array
                    (
                        [0] => averageIncome
                        [1] => accuracyRadius
                        [2] => latitude
                        [3] => longitude
                        [4] => metroCode
                        [5] => populationDensity
                        [6] => postalCode
                        [7] => postalConfidence
                        [8] => timeZone
                    )
    
            )
    
        [postal:protected] => GeoIp2\Record\Postal Object
            (
                [record:GeoIp2\Record\AbstractRecord:private] => Array
                    (
                        [code] => 43215
                    )
    
                [validAttributes:protected] => Array
                    (
                        [0] => code
                        [1] => confidence
                    )
    
            )
    
        [subdivisions:protected] => Array
            (
                [0] => GeoIp2\Record\Subdivision Object
                    (
                        [record:GeoIp2\Record\AbstractRecord:private] => Array
                            (
                                [geoname_id] => 5165418
                                [iso_code] => OH
                                [names] => Array
                                    (
                                        [de] => Ohio
                                        [en] => Ohio
                                        [es] => Ohio
                                        [fr] => Ohio
                                        [ja] => オハイオ州
                                        [pt-BR] => Ohio
                                        [ru] => Огайо
                                        [zh-CN] => 俄亥俄州
                                    )
    
                            )
    
                        [locales:GeoIp2\Record\AbstractPlaceRecord:private] => Array
                            (
                                [0] => en
                            )
    
                        [validAttributes:protected] => Array
                            (
                                [0] => confidence
                                [1] => geonameId
                                [2] => isoCode
                                [3] => names
                            )
    
                    )
    
            )
    
    )
    
     country : United States
     city : Columbus
    US
    Array
    (
        [as_domain] => amazon.com
        [as_name] => Amazon.com, Inc.
        [asn] => AS16509
        [continent] => North America
        [continent_code] => NA
        [country] => United States
        [country_code] => US
    )
    

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