--- title: "Alexander Perelman, Head Of Product @ groas: groas Blog (page 61)" description: "Ex Goldman Sachs and Ex Stanford Computer Science Page 61 of 62." url: "https://groas.com/author/alexander-perelman/page/61" image: "https://groas.com/og/groas.jpg" --- # Alexander Perelman ![Alexander Perelman](https://groas.com/media/blog/4f17cac3a81acc224cc1b2cfab8f94bbc295a3089d13e8421125771ef8d4064f.jpg) Head Of Product @ groas Ex Goldman Sachs and Ex Stanford Computer Science [LinkedIn](https://www.linkedin.com/in/alexander-433793253/) - [All Blogs](https://groas.com/blog) - [Google Ads Best Practices](https://groas.com/category/google-ads-best-practices) - [AI For Google Ads](https://groas.com/category/ai-for-google-ads) - [Google Ads News](https://groas.com/category/google-ads-news) * [![Google AI Max vs Third-Party Optimization Tools: What Works Better](https://groas.com/media/blog/b4be05c29351ea6ee0c6171c21c61199dea468bca36888f9846c88902bd0988e.jpg)](https://groas.com/post/google-ai-max-vs-third-party-optimization-tools-what-works-better) ## [Google AI Max vs Third-Party Optimization Tools: What Works Better](https://groas.com/post/google-ai-max-vs-third-party-optimization-tools-what-works-better) [August 18, 2025 • 11 min read](https://groas.com/post/google-ai-max-vs-third-party-optimization-tools-what-works-better) [Written by Alexander Perelman](https://groas.com/post/google-ai-max-vs-third-party-optimization-tools-what-works-better) * [![Optmyzr vs groas.ai: AI-First Optimization Compared](https://groas.com/media/blog/8019f0deba39accf36b8d79594afb6594b0745aee60c57f3657c3685f0e2bc0a.jpg)](https://groas.com/post/optmyzr-vs-groas-ai-ai-first-optimization-compared) ## [Optmyzr vs groas.ai: AI-First Optimization Compared](https://groas.com/post/optmyzr-vs-groas-ai-ai-first-optimization-compared) [August 18, 2025 • 14 min read](https://groas.com/post/optmyzr-vs-groas-ai-ai-first-optimization-compared) [Written by Alexander Perelman](https://groas.com/post/optmyzr-vs-groas-ai-ai-first-optimization-compared) * [![Performance Max vs Google Ads Search: Complete 2025 Comparison](https://groas.com/media/blog/64ed0b41bbc727d2553dd4df20e611d0f4eeb54b08f6b0d01123af863bf8a9e0.jpg)](https://groas.com/post/performance-max-vs-google-ads-search-complete-2025-comparison) ## [Performance Max vs Google Ads Search: Complete 2025 Comparison](https://groas.com/post/performance-max-vs-google-ads-search-complete-2025-comparison) [August 17, 2025 • 10 min read](https://groas.com/post/performance-max-vs-google-ads-search-complete-2025-comparison) [Written by Alexander Perelman](https://groas.com/post/performance-max-vs-google-ads-search-complete-2025-comparison) * [![Google's Agentic Tools: Marketing Automation Goes Too Far?](https://groas.com/media/blog/0640ae7bce8f19afb5cbb59088cb83a4c23a09cceb3e3bdf51e3d6d312956c0b.jpg)](https://groas.com/post/googles-agentic-tools-marketing-automation-goes-too-far) ## [Google's Agentic Tools: Marketing Automation Goes Too Far?](https://groas.com/post/googles-agentic-tools-marketing-automation-goes-too-far) [August 16, 2025 • 17 min read](https://groas.com/post/googles-agentic-tools-marketing-automation-goes-too-far) [Written by Alexander Perelman](https://groas.com/post/googles-agentic-tools-marketing-automation-goes-too-far) * [![GA4 Enhanced Conversions: Setup Mistakes That Kill Attribution](https://groas.com/media/blog/9aadd55d6572e5989e7fa4c3100134b12588e7825df14ae971843ab7cb0fcf02.jpg)](https://groas.com/post/ga4-enhanced-conversions-setup-mistakes-that-kill-attribution) ## [GA4 Enhanced Conversions: Setup Mistakes That Kill Attribution](https://groas.com/post/ga4-enhanced-conversions-setup-mistakes-that-kill-attribution) [August 16, 2025 • 18 min read](https://groas.com/post/ga4-enhanced-conversions-setup-mistakes-that-kill-attribution) [Written by Alexander Perelman](https://groas.com/post/ga4-enhanced-conversions-setup-mistakes-that-kill-attribution) * [![September Privacy Sandbox 2025 Update : Why Google Changed Course on Cookie Deprecation](https://groas.com/media/blog/194907f5bfe7dc6646172b8dab32a75e3728f1e376e9112429c6cdd116b88932.jpg)](https://groas.com/post/privacy-sandbox-2025-why-google-changed-course-on-cookie-deprecation) ## [September Privacy Sandbox 2025 Update : Why Google Changed Course on Cookie Deprecation](https://groas.com/post/privacy-sandbox-2025-why-google-changed-course-on-cookie-deprecation) [August 14, 2025 • 16 min read](https://groas.com/post/privacy-sandbox-2025-why-google-changed-course-on-cookie-deprecation) [Written by Alexander Perelman](https://groas.com/post/privacy-sandbox-2025-why-google-changed-course-on-cookie-deprecation) * [![Google Consent Mode V2 Implementation 2025: Why 67% of Setups Fail](https://groas.com/media/blog/aaee96a644e133706ea67a980fc7882e872c526357a767c5abc2fce3bfb49c05.jpg)](https://groas.com/post/google-consent-mode-v2-implementation-2025-why-67-of-setups-fail) ## [Google Consent Mode V2 Implementation 2025: Why 67% of Setups Fail](https://groas.com/post/google-consent-mode-v2-implementation-2025-why-67-of-setups-fail) [August 14, 2025 • 11 min read](https://groas.com/post/google-consent-mode-v2-implementation-2025-why-67-of-setups-fail) [Written by Alexander Perelman](https://groas.com/post/google-consent-mode-v2-implementation-2025-why-67-of-setups-fail) * [![Google Performance Max Search Themes 2025: Do They Actually Drive Results?](https://groas.com/media/blog/71c81a427de887be1614b1d48cfa8f1eba820cee8c98061a2cfa8c7c406ad384.jpg)](https://groas.com/post/google-performance-max-search-themes-2025-do-they-actually-drive-results) ## [Google Performance Max Search Themes 2025: Do They Actually Drive Results?](https://groas.com/post/google-performance-max-search-themes-2025-do-they-actually-drive-results) [August 14, 2025 • 11 min read](https://groas.com/post/google-performance-max-search-themes-2025-do-they-actually-drive-results) [Written by Alexander Perelman](https://groas.com/post/google-performance-max-search-themes-2025-do-they-actually-drive-results) * [![Google Performance Max Channel Reporting 2025: Transparency Without Real Control](https://groas.com/media/blog/e2aa69e37e2e3ecd6123bc7ae2295e04d1a7a6172cae2cc7472016eb8ceb2859.jpg)](https://groas.com/post/google-performance-max-channel-reporting-2025-transparency-without-real-control) ## [Google Performance Max Channel Reporting 2025: Transparency Without Real Control](https://groas.com/post/google-performance-max-channel-reporting-2025-transparency-without-real-control) [August 14, 2025 • 11 min read](https://groas.com/post/google-performance-max-channel-reporting-2025-transparency-without-real-control) [Written by Alexander Perelman](https://groas.com/post/google-performance-max-channel-reporting-2025-transparency-without-real-control) * [![Google Performance Max Negative Keywords 2025: Finally Here (But Still Broken)](https://groas.com/media/blog/7091df0103f566b59e47d0f90e4ec26a486556ef5bf419a9fa3a068672621a05.jpg)](https://groas.com/post/google-performance-max-negative-keywords-2025-finally-here-but-still-broken) ## [Google Performance Max Negative Keywords 2025: Finally Here (But Still Broken)](https://groas.com/post/google-performance-max-negative-keywords-2025-finally-here-but-still-broken) [August 14, 2025 • 12 min read](https://groas.com/post/google-performance-max-negative-keywords-2025-finally-here-but-still-broken) [Written by Alexander Perelman](https://groas.com/post/google-performance-max-negative-keywords-2025-finally-here-but-still-broken) * [![Google Ads AI Max vs groas: Why groas Beats Google's Native AI](https://groas.com/media/blog/2e9d5483ac396dba374866a86460e1e4fb5427c1901537a44f98a91188ae8af3.jpg)](https://groas.com/post/google-ads-ai-max-vs-groas-why-groas-beats-googles-native-ai) ## [Google Ads AI Max vs groas: Why groas Beats Google's Native AI](https://groas.com/post/google-ads-ai-max-vs-groas-why-groas-beats-googles-native-ai) [August 14, 2025 • 12 min read](https://groas.com/post/google-ads-ai-max-vs-groas-why-groas-beats-googles-native-ai) [Written by Alexander Perelman](https://groas.com/post/google-ads-ai-max-vs-groas-why-groas-beats-googles-native-ai) * [![Google Ads AI Max Failures: When Google's AI Gets It Wrong](https://groas.com/media/blog/c70bb29a423ec4bdfd73738dde439345f7730cb6ad3e1278d42742f2be5f0ee3.jpg)](https://groas.com/post/google-ads-ai-max-failures-when-googles-ai-gets-it-wrong) ## [Google Ads AI Max Failures: When Google's AI Gets It Wrong](https://groas.com/post/google-ads-ai-max-failures-when-googles-ai-gets-it-wrong) [August 14, 2025 • 15 min read](https://groas.com/post/google-ads-ai-max-failures-when-googles-ai-gets-it-wrong) [Written by Alexander Perelman](https://groas.com/post/google-ads-ai-max-failures-when-googles-ai-gets-it-wrong) * [![Google Ads AI Max vs Manual Optimization: Performance Comparison 2025](https://groas.com/media/blog/876bb03a42bcbb1a90f93e5cfd24c8d53c15ae8c133932f61ec4203c01f340ac.jpg)](https://groas.com/post/google-ads-ai-max-vs-manual-optimization-performance-comparison-2025) ## [Google Ads AI Max vs Manual Optimization: Performance Comparison 2025](https://groas.com/post/google-ads-ai-max-vs-manual-optimization-performance-comparison-2025) [August 14, 2025 • 10 min read](https://groas.com/post/google-ads-ai-max-vs-manual-optimization-performance-comparison-2025) [Written by Alexander Perelman](https://groas.com/post/google-ads-ai-max-vs-manual-optimization-performance-comparison-2025) * [![WordStream's Hidden Algorithm: How Their Quality Score Predictions Actually Work (2025 Reverse Engineering)](https://groas.com/media/blog/b64f799471601d36b163a6c77f470682e898b77ca9638203de55bf8bc2ed50c4.jpg)](https://groas.com/post/wordstreams-hidden-algorithm-how-their-quality-score-predictions-actually-work-2025-reverse-engineering) ## [WordStream's Hidden Algorithm: How Their Quality Score Predictions Actually Work (2025 Reverse Engineering)](https://groas.com/post/wordstreams-hidden-algorithm-how-their-quality-score-predictions-actually-work-2025-reverse-engineering) [August 14, 2025 • 10 min read](https://groas.com/post/wordstreams-hidden-algorithm-how-their-quality-score-predictions-actually-work-2025-reverse-engineering) [Written by Alexander Perelman](https://groas.com/post/wordstreams-hidden-algorithm-how-their-quality-score-predictions-actually-work-2025-reverse-engineering) * [![Google's Broad Match AI : Why It Targets Your Competitors' 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Fail](https://groas.com/post/google-ads-learning-phase-why-your-ai-takes-2-weeks-to-fail) [August 6, 2025 • 14 min read](https://groas.com/post/google-ads-learning-phase-why-your-ai-takes-2-weeks-to-fail) [Written by Alexander Perelman](https://groas.com/post/google-ads-learning-phase-why-your-ai-takes-2-weeks-to-fail) * [![Google Performance Max Black Box: What Google Doesn't Tell You About Asset Selection](https://groas.com/media/blog/d05e96e5bf0dab295b14f059be3b76b2d75d8bf2934575cd46ef65aae2d7f60c.jpg)](https://groas.com/post/google-performance-max-black-box-what-google-doesnt-tell-you-about-asset-selection) ## [Google Performance Max Black Box: What Google Doesn't Tell You About Asset Selection](https://groas.com/post/google-performance-max-black-box-what-google-doesnt-tell-you-about-asset-selection) [August 6, 2025 • 17 min read](https://groas.com/post/google-performance-max-black-box-what-google-doesnt-tell-you-about-asset-selection) [Written by Alexander Perelman](https://groas.com/post/google-performance-max-black-box-what-google-doesnt-tell-you-about-asset-selection) * [![Google Ads Smart Bidding Algorithm Exposed: How Target CPA Really Works (2025 Reverse Engineering)](https://groas.com/media/blog/a866f2d780b47f223ab4438f7e1f2728fe58bb933d434d5d2f46d475e8f98adf.jpg)](https://groas.com/post/google-ads-smart-bidding-algorithm-exposed-how-target-cpa-really-works-2025-reverse-engineering) ## [Google Ads Smart Bidding Algorithm Exposed: How Target CPA Really Works (2025 Reverse Engineering)](https://groas.com/post/google-ads-smart-bidding-algorithm-exposed-how-target-cpa-really-works-2025-reverse-engineering) [August 5, 2025 • 18 min read](https://groas.com/post/google-ads-smart-bidding-algorithm-exposed-how-target-cpa-really-works-2025-reverse-engineering) [Written by Alexander Perelman](https://groas.com/post/google-ads-smart-bidding-algorithm-exposed-how-target-cpa-really-works-2025-reverse-engineering) * [![Best WordStream 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