PPC Software
PPC or Pay-per-Click is a popular search engine marketing strategy where the advertisers have to pay the publisher a stipulated fee each time the ad gets clicked. The goal of PPC is to enhance online traffic to websites. But considering the tough competition prevailing in the digital marketing industry, most businesses are keen to implement the best PPC software to boost search engine marketing efforts.
What is PPC Software?
PPC Software is an automation tool that enables you to innovate your digital marketing strategies with real-time modification, management, and tracking of PPC ad campaigns. You can also use the PPC management software to automate the keyword research process and set up campaigns based on the bidding amount. The PPC management tools let you calculate the budget in advance and link your PPC ads on various platforms such as Google, Facebook, or Bing.
How to Select the Best PPC Software?
If you are keen to increase your website traffic, selecting the best Pay per click software becomes more than essential. Goodfirms’ provides a comprehensive list of top PPC tools, which has been thoroughly compared on different factors such as features, pricing, deployment models, etc.
Find the List of PPC Software with Reviews
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Marin Software is an AI-powered PPC management software solution designed to propel businesses of all sizes to PPC success. Marin Software's automated campaign management, data-driven insights, and intuitive interface streamline PPC operations, ... read more about Marin Search
Entry Level PriceContact vendorFree TrialN/APricing TypeContact Vendor100% in PPC SoftwareFeatures
- Bid Management
- Budget Management
- Campaign Management
- Conversion Tracking
- Keyword Tools
- Performance Analysis
- Rewards & Gamification
- ROI Tracking
Key Details
Licensing & Deployment
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Cloud Hosted
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Web-based
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Windows
Support
- Phone
Knowledge Base
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Help Guides
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Webinars
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Case Studies
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Whitepapers
Packages
Pricing Type
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Contact Vendor
Free Version
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No
Payment Frequency
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Quote Based
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PPC management and optimization software for Amazon vendors and sellers.
Entry Level Price$49 Per MonthFree Trial14 DaysPricing TypeFlat Rate100% in PPC SoftwareFeatures
- Account Management
- Bid Management
- Budget Management
- Campaign Management
- Keyword Tools
- Performance Analysis
- Rewards & Gamification
- ROI Tracking
Key Details
Licensing & Deployment
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Cloud Hosted
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Web-based
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Windows
Support
- Chat
Knowledge Base
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Help Guides
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Blogs
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Webinars
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Case Studies
Packages
Pricing Type
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Flat Rate
Free Version
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No
Free Trial
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14 Days Trial
Payment Frequency
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Monthly Payment
Available Packages
Standard$49 Per Month -
Kenshoo is the leading technology platform for brands looking to plan, activate and amplify effective marketing across the most-engaging digital channels. Kenshoo offers the only marketing solution that provides data-driven insights and ... read more about Kenshoo
Entry Level PriceContact vendorFree TrialN/APricing TypeContact Vendor50% in PPC SoftwareFeatures
- Account Management
- Bid Management
- Budget Management
- Campaign Management
- Keyword Tools
- Performance Analysis
Key Details
Licensing & Deployment
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Cloud Hosted
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Web-based
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iPhone/iPad
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Android
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Windows
Knowledge Base
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Help Guides
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Video Guides
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Blogs
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Case Studies
Packages
Pricing Type
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Contact Vendor
Free Version
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No
Payment Frequency
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Quote Based
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AdStage is powering lead generation marketers with closed-loop reporting and automation software. We connect marketers to the paid search, paid social, web analytics, and conversion data they need to analyze performance, build ... read more about AdStage
Entry Level Price$149 Per MonthFree Trial14 DaysPricing TypeFlat Rate50% in PPC SoftwareFeatures
- Account Management
- Budget Management
- Campaign Management
- Conversion Tracking
- Rewards & Gamification
- ROI Tracking
Key Details
Licensing & Deployment
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Cloud Hosted
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Web-based
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Windows
Knowledge Base
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Help Guides
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Video Guides
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Blogs
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Case Studies
Packages
Pricing Type
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Flat Rate
Free Version
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No
Free Trial
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14 Days Trial
Payment Frequency
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Monthly Payment
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Annual Subscription
Available Packages
Standard$149 Per Month -
All-in-one software to run and automate your entire Amazon business. - Customizable Profit Dashboards - Product Alerts - Multiple Amazon Seller Accounts - Keyword Tracker - Keyword Research Tools - Review Automation ... read more about Elite Seller
Entry Level Price$597 Per MonthFree Trial14 DaysPricing TypeFlat Rate100% in PPC SoftwareFeatures
- Alerts/Notifications
- Account Management
- Keyword Tools
- Landing Pages
- Rewards & Gamification
Key Details
Licensing & Deployment
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Cloud Hosted
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Web-based
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Windows
Support
- Chat
Knowledge Base
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Help Guides
Packages
Pricing Type
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Flat Rate
Free Version
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No
Free Trial
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14 Days Trial
Payment Frequency
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Monthly Payment
Available Packages
Standard$597 Per Month -
eLama is a smart digital marketing automation platform which simplifies Google Ads and Facebook Ads campaigns. eLama offers a bunch of professional tools such as UTM-building tool, Smart Bid Calculator, Campaign Advisor, ... read more about eLama
Entry Level Price$11 Per MonthFree Trial14 DaysPricing TypeFlat Rate100% in PPC SoftwareFeatures
- Account Management
- Bid Management
- Campaign Management
- Keyword Tools
- Performance Analysis
- Rewards & Gamification
- ROI Tracking
Key Details
Licensing & Deployment
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Cloud Hosted
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Web-based
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Windows
Support
- Phone
Knowledge Base
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Help Guides
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Video Guides
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Blogs
Packages
Pricing Type
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Flat Rate
Free Version
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No
Free Trial
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14 Days Trial
Payment Frequency
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Monthly Payment
Available Packages
Standard$11 Per Month -
Replaces multiple complex platforms and endless spreadsheets with a single, clean user interface designed to help agencies of all sizes improve the scale and profitability of their PPC advertising services. Fiuti gives ... read more about Fiuti
Entry Level Price$65 Per MonthFree Trial7 DaysPricing TypeFlat Rate50% in PPC SoftwareFeatures
- Bid Management
- Campaign Management
- Keyword Tools
- Performance Analysis
- Rewards & Gamification
Key Details
Licensing & Deployment
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Cloud Hosted
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Web-based
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Windows
Support
- Chat
Knowledge Base
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Help Guides
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Video Guides
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Blogs
Packages
Pricing Type
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Flat Rate
Free Version
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No
Free Trial
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7 Days Trial
Payment Frequency
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Monthly Payment
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Annual Subscription
Available Packages
Standard$65 Per Month -
Best For Digital Marketer, Business Owners Product Details - Generate targeted negative keyword lists in seconds.
Entry Level PriceFree versionFree TrialAvailablePricing TypeFree50% in PPC SoftwareFeatures
- Campaign Management
- Keyword Tools
- ROI Tracking
Key Details
Licensing & Deployment
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Cloud Hosted
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Web-based
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Windows
Knowledge Base
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Help Guides
Packages
Pricing Type
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Free
Payment Frequency
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Free
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Free and paid PPC and SEO tools for better marketing. Here are just some of the features: rank tracker, keyword research tool, keyword clustering tool, website auditor, website watcher, search volume tracker ... read more about Topvisor
Entry Level Price$29 Per MonthFree TrialN/APricing TypeFlat Rate50% in PPC SoftwareFeatures
- Bid Management
- Campaign Management
- Keyword Tools
Key Details
Licensing & Deployment
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Cloud Hosted
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Web-based
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Windows
Support
- Phone
Knowledge Base
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Help Guides
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Video Guides
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Blogs
Packages
Pricing Type
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Flat Rate
Free Version
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No
Payment Frequency
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Monthly Payment
Available Packages
Standard$29 Per Month -
A keyword research tool that lets you discover and profitable-and-easy to rank keywords in minutes.
Entry Level PriceContact vendorFree TrialN/APricing TypeContact Vendor50% in PPC SoftwareFeatures
- Keyword Tools
Key Details
Licensing & Deployment
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Cloud Hosted
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Web-based
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Windows
Knowledge Base
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Help Guides
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Blogs
Packages
Pricing Type
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Contact Vendor
Free Version
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No
Payment Frequency
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Monthly Payment
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We create display ads and video ads for your business and put them on hundreds of the most popular websites — including Facebook.
Entry Level PriceFree versionFree TrialAvailablePricing TypeFree100% in PPC SoftwareFeatures
- Campaign Management
- Keyword Tools
Key Details
Licensing & Deployment
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Cloud Hosted
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Web-based
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Windows
Support
- Chat
- Phone
Knowledge Base
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Help Guides
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Blogs
Packages
Pricing Type
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Free
Payment Frequency
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Free
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Technology empowering businesses to advertise on Google, Bing & Facebook. Powered by machine learning and AI.
Entry Level Price$125.22 Per YearFree TrialN/APricing TypeFlat Rate50% in PPC SoftwareFeatures
- Account Management
- Bid Management
- Budget Management
- Campaign Management
- Keyword Tools
- Rewards & Gamification
Key Details
Licensing & Deployment
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Cloud Hosted
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Web-based
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Windows
Support
- Chat
- Phone
Knowledge Base
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Help Guides
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Video Guides
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Blogs
Packages
Pricing Type
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Flat Rate
Free Version
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No
Payment Frequency
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Monthly Payment
Available Packages
Standard$125.22 Per Year -
PPC management platform that helps organizations track inventories, create campaigns, manage profits, and monitor customer feedback. Business analytics and digital marketing agency that helps businesses of all sizes create, track, and automate ... read more about adMind
Entry Level PriceContact vendorFree TrialN/APricing TypeContact Vendor50% in PPC SoftwareFeatures
- A/B Testing
- Account Management
- Bid Management
- Campaign Management
- Conversion Tracking
- Keyword Tools
- Landing Pages
- Rewards & Gamification
- ROI Tracking
Key Details
Licensing & Deployment
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Cloud Hosted
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Web-based
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Windows
Support
- Phone
Knowledge Base
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Help Guides
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Video Guides
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Blogs
Packages
Pricing Type
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Contact Vendor
Free Version
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No
Payment Frequency
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Quote Based
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Plan, create, manage and optimise advertising campaigns on Google Ads, Facebook and Instagram.
Entry Level PriceFree versionFree TrialAvailablePricing TypeFree100% in PPC SoftwareFeatures
- Account Management
- Budget Management
- Campaign Management
- Keyword Tools
- Performance Analysis
- Rewards & Gamification
- ROI Tracking
Key Details
Licensing & Deployment
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Cloud Hosted
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Web-based
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Windows
Knowledge Base
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Help Guides
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Video Guides
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Blogs
Packages
Pricing Type
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Free
Payment Frequency
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Free
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Automated marketing solution that helps businesses create an optimize ad campaigns. We support both eCommerce sites and content sites. Increase conversions and decrease workloads by automating your Google Ads.
Entry Level PriceContact vendorFree TrialN/APricing TypeContact Vendor100% in PPC SoftwareFeatures
- Account Management
- Bid Management
- Budget Management
- Campaign Management
- Conversion Tracking
- Keyword Tools
- ROI Tracking
Key Details
Licensing & Deployment
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Cloud Hosted
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Web-based
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Windows
Knowledge Base
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Help Guides
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Blogs
Packages
Pricing Type
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Contact Vendor
Free Version
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No
Payment Frequency
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Quote Based
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Amazon Seller, Amazon Marketing Agencies, Digital Marketing Agencies, Amazon SEO professionals Higher ad efficiency with algorithmic bidding and AI driven keyword research. Automate Your Amazon PPC with thousands of data points.
Entry Level Price$239 Per MonthFree TrialN/APricing TypeFlat Rate100% in PPC SoftwareFeatures
- Bid Management
- Budget Management
- Campaign Management
- Keyword Tools
- Performance Analysis
- Rewards & Gamification
Key Details
Licensing & Deployment
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Cloud Hosted
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Web-based
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Windows
Support
- Chat
Knowledge Base
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Help Guides
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Video Guides
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Blogs
Packages
Pricing Type
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Flat Rate
Free Version
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No
Payment Frequency
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Monthly Payment
Available Packages
Standard$239 Per Month -
PPC management software that uses machine-learning algorithms to continuously analyze the performance of Amazon advertisements, making them more profitable through bid and keyword adjustments.
Entry Level Price$89 Per MonthFree TrialN/APricing TypeFlat Rate100% in PPC SoftwareFeatures
- Account Management
- Bid Management
- Campaign Management
- Keyword Tools
- Performance Analysis
- Rewards & Gamification
- ROI Tracking
Key Details
Licensing & Deployment
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Cloud Hosted
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Web-based
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Windows
Support
- Chat
Knowledge Base
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Help Guides
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Video Guides
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Blogs
Packages
Pricing Type
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Flat Rate
Free Version
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No
Payment Frequency
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Monthly Payment
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Annual Subscription
Available Packages
Standard$89 Per Month -
Takes Minutes to Build a Campaign Automated campaign Setup Select Storefronts (App Store Countries), Budget and Cost Per Download Goals, and Demographic Targeting Automated Search Ads Management 24/7 Integrate Third Party Attribution ... read more about Redbox Platform
Entry Level PriceContact vendorFree TrialN/APricing TypeContact Vendor100% in PPC SoftwareFeatures
- Account Management
- Bid Management
- Budget Management
- Campaign Management
- Keyword Tools
- Performance Analysis
- Rewards & Gamification
- ROI Tracking
Key Details
Licensing & Deployment
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Cloud Hosted
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Web-based
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iPhone/iPad
Support
- Phone
Knowledge Base
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Help Guides
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Blogs
Packages
Pricing Type
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Contact Vendor
Free Version
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No
Payment Frequency
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Quote Based
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ClickForce is pay-per-click (PPC) campaign management platform for all major search engines, (Google, Bing & Yahoo!). ClickForce seamlessly tracks form submissions, emails, order placements & more. Our machine learning algorithm automatically optimizes ... read more about ClickForce
Entry Level PriceContact vendorFree TrialN/APricing TypeContact Vendor100% in PPC SoftwareFeatures
- Account Management
- Budget Management
- Campaign Management
- Keyword Tools
- Performance Analysis
- Rewards & Gamification
- ROI Tracking
Key Details
Licensing & Deployment
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Cloud Hosted
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Web-based
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Windows
Support
- Phone
Knowledge Base
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Help Guides
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Video Guides
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Blogs
Packages
Pricing Type
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Contact Vendor
Free Version
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No
Payment Frequency
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Quote Based
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Track digital advertising clicks as they convert into offline calls.
Entry Level PriceContact vendorFree TrialN/APricing TypeContact Vendor100% in PPC SoftwareFeatures
- Budget Management
- Campaign Management
- Conversion Tracking
- Keyword Tools
- Performance Analysis
- Rewards & Gamification
- ROI Tracking
Key Details
Licensing & Deployment
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Cloud Hosted
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Web-based
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Windows
Support
- Phone
Knowledge Base
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Help Guides
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Blogs
Packages
Pricing Type
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Contact Vendor
Free Version
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No
Payment Frequency
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Quote Based
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Darts is an advertising management platform to generate & manage PPC ads automatically. Can generate, update fully new ads or update to make relevant current ads and prices in ad campaigns created ... read more about Darts
Entry Level PriceContact vendorFree TrialN/APricing TypeContact Vendor100% in PPC SoftwareFeatures
- Account Management
- Bid Management
- Campaign Management
Key Details
Licensing & Deployment
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Cloud Hosted
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Web-based
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Windows
Knowledge Base
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Help Guides
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Video Guides
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Blogs
Packages
Pricing Type
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Contact Vendor
Free Version
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No
Payment Frequency
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Quote Based
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Amazon analytics and optimization software that provides tools for Amazon sellers, vendors, and agencies to help increas DataHawk Advertising is an Amazon PPC Software that will help you monitor, analyze, and increase ... read more about DataHawk
Entry Level PriceFree versionFree TrialAvailablePricing TypeFree100% in PPC SoftwareFeatures
- Account Management
- Campaign Management
- Conversion Tracking
- Keyword Tools
- Performance Analysis
- Rewards & Gamification
- ROI Tracking
Key Details
Licensing & Deployment
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Cloud Hosted
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Web-based
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Windows
Support
- Chat
Knowledge Base
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Help Guides
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Video Guides
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Blogs
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Webinars
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Case Studies
Packages
Pricing Type
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Free
Payment Frequency
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Monthly Payment
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Annual Subscription
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Free
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Quantify is a PPC campaign management and reporting software used by advertisers and digital marketing agencies around the world.
Entry Level Price$49 Per MonthFree Trial14 DaysPricing TypeFlat Rate100% in PPC SoftwareFeatures
- Account Management
- Campaign Management
- Performance Analysis
- Rewards & Gamification
Key Details
Licensing & Deployment
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Cloud Hosted
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Web-based
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Windows
Support
- Phone
Knowledge Base
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Help Guides
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Blogs
Packages
Pricing Type
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Flat Rate
Free Version
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Yes
Free Trial
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14 Days Trial
Payment Frequency
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Monthly Payment
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Quote Based
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Free
Available Packages
Standard$49 Per Month -
Control where your display campaigns show online to protect your brand and improve campaign performance.
Entry Level PriceContact vendorFree TrialN/APricing TypeContact Vendor100% in PPC SoftwareFeatures
- Campaign Management
Key Details
Licensing & Deployment
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Cloud Hosted
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Web-based
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Windows
Knowledge Base
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Help Guides
Packages
Pricing Type
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Contact Vendor
Free Version
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No
Payment Frequency
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Quote Based
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Designed for amazon marketplace's sellers, it is a PPC solution that provides account alerts, product dashboard, and more. Helps businesses sell on Amazon better with PPC and seller analytics.
Entry Level PriceContact vendorFree TrialAvailablePricing TypeContact Vendor100% in PPC SoftwareFeatures
- Alerts/Notifications
- Account Management
- Bid Management
- Budget Management
- Campaign Management
- Keyword Tools
- Performance Analysis
- Rewards & Gamification
Key Details
Licensing & Deployment
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Cloud Hosted
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Web-based
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Windows
Support
- Chat
Knowledge Base
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Help Guides
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Video Guides
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Blogs
Packages
Pricing Type
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Contact Vendor
Free Version
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No
Free Trial
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Available Trial
Payment Frequency
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Quote Based
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Easy to use app designed to manage your Google Shopping advertisement campaigns. Heraldbee makes advertising with Google Shopping Ads easy and effective for all businesses. Our software turns your product feed into ... read more about Heraldbee
Entry Level PriceContact vendorFree TrialN/APricing TypeContact Vendor100% in PPC SoftwareFeatures
- Account Management
- Campaign Management
- Conversion Tracking
Key Details
Licensing & Deployment
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Cloud Hosted
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Web-based
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Windows
Support
- Phone
Knowledge Base
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Help Guides
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Blogs
Packages
Pricing Type
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Contact Vendor
Free Version
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No
Payment Frequency
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Quote Based
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Google Ads advertisers and digital agencies using Google Ads will benefit from the time-savings and campaign automation. Automate campaign management including budget and bidding based on current conditions. Weather bidding, lifetime budget ... read more about IfThenAds
Entry Level Price$1 Per MonthFree TrialN/APricing TypeFlat Rate100% in PPC SoftwareFeatures
- Account Management
- Bid Management
- Budget Management
- Campaign Management
- Landing Pages
Key Details
Licensing & Deployment
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Cloud Hosted
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Web-based
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Windows
Support
- Chat
- Phone
Knowledge Base
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Help Guides
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Video Guides
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Blogs
Packages
Pricing Type
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Flat Rate
Free Version
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No
Payment Frequency
-
Monthly Payment
Available Packages
Standard$1 Per Month -
Uses machine learning to optimise Facebook and Google Ads campaigns. The AI that automatically creates new Facebook interest groups & Google keywords.
Entry Level Price$5000 Per MonthFree TrialN/APricing TypeFlat Rate100% in PPC SoftwareFeatures
- A/B Testing
- Bid Management
- Budget Management
- Campaign Management
- Keyword Tools
- Performance Analysis
- Rewards & Gamification
Key Details
Licensing & Deployment
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Cloud Hosted
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Web-based
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Windows
Support
- Chat
Knowledge Base
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Help Guides
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Video Guides
-
Blogs
Packages
Pricing Type
-
Flat Rate
Free Version
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No
Payment Frequency
-
Monthly Payment
-
Quote Based
Available Packages
Standard$5000 Per Month -
We serve small businesses or any other businesses who don't have to time or resources to handle their AdWords campaigns PPC recommendation engine that simplifies the process of optimizing Google AdWords with ... read more about LXRGuide
Entry Level Price$500 Per MonthFree TrialN/APricing TypeFlat Rate100% in PPC SoftwareFeatures
- Account Management
- Campaign Management
- Performance Analysis
- Rewards & Gamification
Key Details
Licensing & Deployment
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Cloud Hosted
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Web-based
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Windows
Support
- Chat
- Phone
Knowledge Base
-
Help Guides
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Video Guides
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Blogs
Packages
Pricing Type
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Flat Rate
Free Version
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No
Payment Frequency
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Monthly Payment
Available Packages
Standard$500 Per Month -
We serve PPC Agencies and Businesses that spend on paid search platforms such as Google Ads, Microsoft Ads and Amazon Ads Helps PPC advertisers reduce paid search advertising spend and get actionable ... read more about Karooya
Entry Level Price$150 Per MonthFree TrialN/APricing TypeFlat Rate100% in PPC SoftwareFeatures
- Account Management
- Bid Management
- Budget Management
- Campaign Management
- Keyword Tools
- Performance Analysis
- Rewards & Gamification
Key Details
Licensing & Deployment
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Cloud Hosted
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Web-based
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Windows
Support
- Phone
Knowledge Base
-
Help Guides
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Video Guides
-
Blogs
Packages
Pricing Type
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Flat Rate
Free Version
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Yes
Payment Frequency
-
Monthly Payment
-
Annual Subscription
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Free
Available Packages
Standard$150 Per Month -
Powerful algorithms that automatically Optimize Google Search Campaigns at scale. Features: - Be continuously updated with the search behavior of your target market. - Locate Keywords always in the appropriate Ad group ... read more about OrbitalAds
Entry Level PriceContact vendorFree TrialN/APricing TypeContact Vendor100% in PPC SoftwareFeatures
- Account Management
- Bid Management
- Campaign Management
- Conversion Tracking
- Keyword Tools
- ROI Tracking
Key Details
Licensing & Deployment
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Cloud Hosted
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Web-based
-
Windows
Support
- Chat
- Phone
Knowledge Base
-
Help Guides
-
Blogs
Packages
Pricing Type
-
Contact Vendor
Free Version
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No
Payment Frequency
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Quote Based
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Boost your online sales with PPC Bee! Automate the process of building PPC campaigns while keeping all of your products and categories under precise control. How to increase your PPC team productivity ... read more about PPC Bee
Entry Level Price$50 Per MonthFree Trial30 DaysPricing TypeFlat Rate100% in PPC SoftwareFeatures
- Campaign Management
- Keyword Tools
Key Details
Licensing & Deployment
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Cloud Hosted
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Web-based
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Windows
Support
- Phone
Knowledge Base
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Help Guides
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Video Guides
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Blogs
Packages
Pricing Type
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Flat Rate
Free Version
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No
Free Trial
-
30 Days Trial
Payment Frequency
-
Monthly Payment
Available Packages
Standard$50 Per Month -
The ultimate Online Advertising Campaign and PPC bid management software for the agency and the advertiser
Entry Level Price$60 Per MonthFree TrialN/APricing TypeFlat Rate100% in PPC SoftwareFeatures
- Account Management
- Bid Management
- Budget Management
- Campaign Management
- Keyword Tools
- Performance Analysis
- Rewards & Gamification
- ROI Tracking
Key Details
Licensing & Deployment
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Cloud Hosted
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Web-based
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Windows
Support
- Phone
Knowledge Base
-
Help Guides
-
Blogs
Packages
Pricing Type
-
Flat Rate
Free Version
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No
Payment Frequency
-
Monthly Payment
Available Packages
Standard$60 Per Month -
Google and Microsoft Ads management and systematization platform.
Entry Level PriceFree versionFree TrialAvailablePricing TypeFree100% in PPC SoftwareFeatures
- Alerts/Notifications
- A/B Testing
- Account Management
- Budget Management
- Campaign Management
- Performance Analysis
- Rewards & Gamification
Key Details
Licensing & Deployment
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Cloud Hosted
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Web-based
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Windows
Support
- Chat
Knowledge Base
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Help Guides
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Blogs
Packages
Pricing Type
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Free
Payment Frequency
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Monthly Payment
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Free
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PPC optimization and management software designed for Google Ads. The most intelligent Google Adwords Optimization Tool. Improve your Performance with ProAdly PPC Management Software: Increase efficiency by up to 70% Smartly lower ... read more about Proadly
Entry Level Price$151.08 Per MonthFree Trial14 DaysPricing TypeFlat Rate100% in PPC SoftwareFeatures
- A/B Testing
- Account Management
- Bid Management
- Budget Management
- Campaign Management
- Keyword Tools
- Performance Analysis
- Rewards & Gamification
- ROI Tracking
Key Details
Licensing & Deployment
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Cloud Hosted
-
Web-based
-
Windows
Knowledge Base
-
Help Guides
-
Video Guides
-
Blogs
Packages
Pricing Type
-
Flat Rate
Free Version
-
No
Free Trial
-
14 Days Trial
Payment Frequency
-
Monthly Payment
Available Packages
Standard$151.08 Per Month
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Apple’s Core ML and Google’s ML Kit progresses with on-device intelligence. A deep dive into their high-performance, platform-specific AI. ... Read research article