Topic: A/B Testing
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Google's Performance Max Now Offers A/B Testing (Beta)
Google has launched a beta A/B testing feature for Performance Max campaigns, allowing advertisers to directly compare different creative assets like images and headlines within automated campaigns. This tool addresses a key challenge by providing asset-level performance data, giving marketers gr...
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Google: No SEO Penalty for Year-Long A/B Tests
Google clarifies there is no direct SEO penalty for long-term A/B testing, but extended experiments can cause unintended indexing issues if page variations are significantly different. The safest approach is to follow Google's four best practices: use rel="canonical" tags, 302 redirects, avoid cl...
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Essential Marketing Experiments for Growth Teams
Marketing growth relies on experimentation, which allows brands to connect with audiences and make smarter decisions by testing ideas in the flexible digital landscape. A successful marketing experiment requires a clear hypothesis, defined variables (like control and variant groups), and predeter...
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YouTube Launches A/B Testing for Titles & New "Ask Studio" Analytics
YouTube has introduced A/B testing for video titles and thumbnails, allowing creators to compare up to three combinations to optimize engagement. A new conversational analytics feature called Ask Studio enables creators to ask natural language questions about their channel's performance for clear...
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SMB Marketers: The Ultimate Guide to Boosting B2B Conversions
CRO is the top priority for B2B SMB marketers, but a gap exists between intention and action, with only 32% actively A/B testing landing pages due to resource constraints. Over half of B2B ads direct users to generic homepages instead of tailored landing pages, missing key opportunities to improv...
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Google adds AI Max planning and testing tools
Google is rolling out new AI Max Search campaign tools, including multi-campaign A/B testing, experiments with brand and location restrictions, and an upgraded Performance Planner for pre-commitment modeling. Starting in September, advertisers can run a single A/B test evaluating different budget...
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Sony Tests Dynamic Pricing for Digital Games: What to Know
Sony is testing dynamic pricing for PlayStation Store games, showing different prices to different users in a large-scale experiment affecting over 150 titles across many regions, excluding the US and Japan. The test includes both first-party and third-party games, with observed price reductions ...
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Sony Tests Dynamic Pricing for PlayStation Games
Sony is testing dynamic pricing on the PlayStation Store, offering selective discounts on over 150 games in dozens of regions, but not in the U.S., which is sparking debate about fairness. The company is using A/B tests with varying discounts, identified through API labels, but has not publicly e...
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Learn from AI Marketing Wins and Fails to Avoid Costly Mistakes
AI marketing requires balancing innovation with risk management, as it can enhance campaigns but also introduce errors that damage brand integrity. While AI can scale marketing efforts and produce impressive results, its quality and reliability depend on human oversight and judgment to avoid miss...
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Google Ads Tests A/B Experiments for Shopping Product Data
Google Ads is piloting a tool for select advertisers to A/B test product titles and images within Shopping campaigns, providing performance data in weeks without disrupting live ads. This feature addresses a key need by allowing data-driven optimization of critical ad elements, which historically...
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Run AI Search SEO Experiments: A Prompt-Level Guide
Brands can influence their inclusion in LLM-generated responses through structured, hypothesis-driven testing using an "if, then, because" framework to systematically isolate what affects outputs. Reliable experiments require isolating single variables, such as making only a one-paragraph content...
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Prove AI ROI in B2B Marketing Workflows
To justify AI investment in B2B marketing, teams must quantify its impact on operational efficiency, content performance, and revenue, translating capabilities into a clear financial narrative for strategic adoption. Demonstrating AI ROI involves measuring time savings on manual tasks through cos...
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AI Email Subject Lines That Boost Revenue & Conversions
AI email subject line optimization uses data analysis and continuous testing to predict engagement and drive opens, clicks, and conversions, moving beyond simple idea generation. Effective implementation requires clean, organized contact data and structured prompts to ensure personalized, brand-a...
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Email Metrics Marketers Often Misinterpret
Traditional email metrics like open rate and click-through rate (CTR) are unreliable primary KPIs, as they often fail to correlate with actual business results like conversions and revenue. Scientific A/B testing shows these engagement metrics are poor predictors; open rate correctly identifies t...
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Multiply Secures $9.5M to Develop AI Agents
Multiply, a new startup, has launched with $9.5M in funding to address the structural flaw in B2B advertising where campaigns decay due to a slow feedback loop between customer insights and ad messaging. Its AI platform integrates with sales data like call recordings and CRM systems, using specia...
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Sony Tests Dynamic Pricing on PlayStation Store
Sony is testing a dynamic pricing model on the PlayStation Store, where game prices may vary for different users based on their profile and purchasing behavior, as indicated by backend data tags like "IPT_PILOT." The pilot program, active since late 2025, affects over 150 games in regions like Eu...
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Everstone Merges Wingify and AB Tasty in $100M+ Digital Experience Deal
Private equity firm Everstone Capital is merging India's Wingify and France's AB Tasty, creating a new digital experience platform with over $100 million in annual revenue and a global client base of over 4,000 businesses. The combined company will be led by Wingify's Sparsh Gupta as CEO, with a ...
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AI Email Content That Converts Leads
AI is transforming email marketing by enabling data-driven, personalized content suggestions for subject lines, body copy, and CTAs, moving beyond intuition-based campaigns. For optimal results, AI tools must be integrated with CRM systems to leverage customer data and require strategic human ove...
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Sheryl Sandberg's Flint uses AI to build and update websites automatically
Michelle Lim identified a critical content gap at Warp, where potential customers used AI tools for product information the company's website lacked, highlighting the urgency for dynamic content as AI agents evolve. Lim co-founded Flint, an AI platform that enables businesses to create self-updat...
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4 Marketing Problems AI Solves Today
AI is being practically applied to solve specific marketing bottlenecks, transforming it from a resource-heavy process into a more agile and measurable operation. AI video and voice generation tools drastically compress production timelines and costs, enabling rapid content creation, multi-format...
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