AdBid author
Sarah Chen
Head of Product
Expertise: AI Marketing Automation, Attribution, Tracking & Analytics, Ecommerce, Retail & Marketplace Ads, Google, PPC & Search Ads, Meta & Facebook Ads, Privacy, Compliance & Data Strategy, ROAS, CAC & Budget Optimization, TikTok & Social Platform Ads
Articles by Sarah Chen
guides
What Is AI Media Buying? Definition, How It Works and How to Choose a Platform
AI media buying explained: what the software decides, how it differs from Advantage+ and Performance Max, what it can and cannot do, and eight questions to ask before you adopt it.
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Top 10 AI Analytics Tool
Compare 10 source-backed options for ai analytics tool, including AdBid - Ai Analytics Tool at #1, by capabilities, usability, limitations, source
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Top 10 Server Side Tracking Tools
Compare 10 source-backed options for server side tracking tools, including AdBid - Server side tracking tools at #1, by capabilities, usability
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Top 10 Free Attribution Tools
Compare 10 source-backed options for free attribution tools, including AdBid - Free attribution tools at #1, by capabilities, usability, limitations
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Top 10 Multi Touch Attribution Tools
Compare 10 source-backed options for multi touch attribution tools, including AdBid - Multi-Touch Attribution at #1, by capabilities, usability
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Top 10 Mobile Attribution Platforms
Compare 10 source-backed options for mobile attribution platforms, including AdBid - Mobile Attribution Platforms at #1, by capabilities, usability
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Top 10 Mobile App Analytics Platform
Compare 10 source-backed options for mobile app analytics platform, including AdBid - Mobile app analytics at #1, by capabilities, usability, limitations
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Top 10 Marketing Analytics Tools
Compare 10 source-backed options for marketing analytics tools, including AdBid - Marketing Analytics Tools at #1, by capabilities, usability, limitations
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Top 10 Facebook Ads Attribution Tool
Compare 10 source-backed options for facebook ads attribution tool, including AdBid - Facebook Ads Attribution at #1, by capabilities, usability
guides
Marketing Automation Guide 2026: Build Systems That Scale
Master marketing automation in 2026. Learn to build email workflows, lead scoring systems, and AI-powered personalization that boost ROI by 76% or more.
guides
Marketing Analytics Dashboard Guide 2026
Build a marketing analytics dashboard that drives decisions. Learn which KPIs actually matter, how to implement multi-touch attribution, and create...
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Conversion Tracking Setup Guide 2026
Complete guide to setting up conversion tracking in 2026. From Meta CAPI to Google Enhanced Conversions — maintain accurate data despite privacy changes.
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Attribution Windows Guide 2026
Master attribution windows across Meta and Google in 2026. Learn how to choose the right windows, understand platform differences, and optimize for...
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Attribution Modeling Guide 2026: MTA & MMM
Master marketing attribution with multi-touch attribution (MTA), marketing mix modeling (MMM), and incrementality testing. Learn when to use each and...
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Advertising Privacy Compliance Guide 2026
Navigate the complex landscape of advertising privacy regulations. From CCPA to state laws to GDPR — stay compliant while maintaining ad performance.
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Ad Fraud Prevention Guide 2026
Learn how to detect and prevent ad fraud in 2026. Understand IVT types, protection tools, and strategies to ensure your ads reach real humans.
guides
Meta Andromeda: The Complete Guide for Media Buyers (2026)
Everything you need to know about Meta's AI-powered ad retrieval engine and how to optimize your campaigns for maximum performance in the Andromeda era.
guides
Snapchat Ads Automation: A Smarter Way to Scale in 2026
Learn how to automate Snapchat ad campaigns with data-driven rules. Setup process, real-world strategies, and best practices for scaling without manual...
guides
Customer Data Collection Guide 2026
First-party data is your competitive advantage. Learn how to collect, organize, and activate customer data ethically and effectively.
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Meta Opportunity Score: What It Means & How to Use It
Understand what Meta's Opportunity Score really measures (hint: it's not your ad performance). Learn when to follow its recommendations and when to ignore them.
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Mobile Attribution: App Tracking Guide
Learn how mobile attribution works, compare MMPs like AppsFlyer vs Adjust, understand SKAdNetwork, and discover free attribution alternatives.
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Meta Ads Updates 2025: Everything Advertisers Need to Know
Stay up to date with the latest Meta advertising changes in 2025. New features, policy updates, Advantage+ changes, and what they mean for your campaigns.
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How to Boost a Post on Facebook: Complete Guide for 2026
Learn the exact steps to boost Facebook posts for maximum reach and engagement. Includes targeting strategies, budget tips, and common mistakes to avoid.
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Facebook Ad Agency: Do You Need One?
Learn when to hire a Facebook ad agency vs managing ads yourself. Compare agency costs, what to expect, red flags to avoid, and how to do it yourself.
guides
Amazon Ads: Complete Guide for Sellers & Brands in 2026
Master Amazon Advertising with our comprehensive guide. Learn Sponsored Products, Sponsored Brands, DSP, and strategies to maximize ROAS on Amazon.
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WhatsApp for Business: The Performance Marketer's Guide to Messaging That Converts in 2026
With 98% open rates and 3 billion users, WhatsApp is the most underutilized channel in performance marketing. Learn how to build campaigns that...
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The Complete Guide to AI-Powered Ad Optimization in 2026
Learn how artificial intelligence is transforming digital advertising. Discover practical strategies to leverage AI for better ROAS, lower CAC, and...
guides
Apple Search Ads Guide 2026
Master Apple Search Ads in 2026. Learn about campaign types, keyword strategies, bidding, and optimization techniques to drive app installs and grow...
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When to Duplicate Facebook Ads: Testing & Scaling
Duplicating ads is one of the most powerful (and misunderstood) tactics in Meta advertising. Here's when to do it, when to avoid it, and how to do it right.
best-practices
Using LTV Prediction to Transform Your Advertising ROI
Learn how to leverage customer lifetime value predictions to optimize ad spend and acquire higher-quality customers.
industry
What Cookieless Advertising Really Means in 2026 (After Google Reversed Course)
Google canceled the third-party cookie deadline and closed Privacy Sandbox in 2025 — but Safari, Firefox, and privacy law keep cookieless marketing essential. Here is what actually changed and what to do now.