The Curious Engineer

All blogs / AI / ML

Optimizely

optimizely.com/field-notes/articles

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AI / MLTech news / industry

Posts
422 from 29 Nov 2010 to 30 Oct 2026
Posting
weekly (63 in the last year)
Kind
company blog

2026 57

  1. articleArticleOct 30, 2026I put my career on the line to make a murder mystery for B2B
  2. articleArticleOct 30, 2026Murder in Marketing: Who approved Optimizely's microdrama?
  3. articleArticleOct 28, 2026You know Opus and Gemini. We tested the models that do nearly the same work at a quarter of the cost.AI
  4. articleArticleOct 28, 2026Okay, who the eff is Mark?A friendly guide to Optimizely’s new AI names, no backstory required.AI
  5. articleArticleOct 21, 2026Your collaboration tools were built for a team with no AI on itAI made individuals faster. Making teams faster means rethinking who's on the team, and what they need to know before they start.AI
  6. articleArticleOct 15, 2026The web's second consumer is learning to actAI agents are bringing hidden demand to your checkout.
  7. articleArticleOct 14, 2026Does llms.txt work? The honest answer, with receiptsFour studies, 500M+ AI bot visits, and Google on record all point the same way. Here's what llms.txt actually does, and the few places it still earns a spot.
  8. articleArticleOct 9, 2026We used our AI to migrate 2,500 CMS pages*No developers were harmed.*
  9. articleArticleOct 8, 2026The web was built for eyes. The agentic web is here for handsWebMCP: The invisible upgrade that lets AI agents finish the job.
  10. articleArticleOct 8, 2026Under the hood: What privacy actually looks like with Mark, Optimizely's AITwo Optimizely builders explain exactly what happens when you connect a system to Mark, Optimizely's AI — what's logged, what's scoped, and what never happens at all.
  11. articleArticleOct 6, 2026Rebuilding a website in the age of AI agentsThe lessons Optimizely learned rebuilding a 1,700-page website
  12. Meet the Agent: Email Content Translation
  13. Meet the Agent: Email Content Translation
  14. What are the best AI agents for B2B marketing?
  15. How Opticon NYC is setting a new standard for brand presence
  16. How does a Virtual Teammate work? Ft. The anatomy of a VT
  17. What real AI governance actually requires
  18. Three things to do this quarter to improve AEO
  19. Don't bet on crawls that never pay out
  20. Structured Content Is the Foundation AI Actually Needs
  21. Virtual Teammates vs AI Agents: Key Differences | Optimizely
  22. The most handsome man in Austin has some thoughts on AI search
  23. Markademy Experimentation University graduation stories: Class of July '26
  24. The copy-paste incident and other ghostwriting horror stories (ft. my AI fix)
  25. The broken compass of P-values: The rule that misleads and the rule that helps
  26. Opal-Workflows: Von der Kampagnenidee zum Reporting-Summary
  27. Opal in der Praxis: Was Agenten im Marketing-Alltag wirklich leisten
  28. What's new in Optimizely Experience Optimization: June 30, 2026
  29. Marketing was born to stand out. A brand is how you prove it.
  30. The psychological barrier to AI adoption in marketing teams
  31. AI should know when to think less (and this one does)
  32. AI can write your code. It can't write your brand.
  33. Powering AI with feature flags
  34. Your AI strategy is only as good as your AI governance
  35. Opal University graduation stories: Class of April '26
  36. A marketer's guide to 1:1 hyper-personalization at scale
  37. How AI Agents Change Content Operations in Content Marketing
  38. The ultimate guide to marketing calendars
  39. Remote MCP Server is here: Bring Optimizely into your AI tools
  40. Now AI has made content infinite, what becomes valuable?
  41. How to choose a CMS in 2026
  42. No one cares if you're AI-powered anymore (and that's good)
  43. 10 practical use cases for Opal in Campaign
  44. AI workflows for smarter merchandising
  45. Surfacing B2B content on a healthcare homepage
  46. Navigation and promotional offers on a telecom homepage
  47. Reducing sign-up friction in Software & B2B
  48. Geo-personalization on hospitality and travel pages
  49. Refund clarity and urgency on an airline checkout page
  50. Form design and lead conversion in Software & B2B
  51. Paywall limits and cancellation offers on media retention pages
  52. Reducing verification friction on a gaming registration page
  53. Mobile app page optimization in Media and Entertainment
  54. Device targeting and student routing on a retail banking mobile page
  55. Repeat your promo messaging on category and product pages
  56. Using navigation banner to increase CTR on financial services homepage
  57. Pricing transparency tests on a financial services offer page

2025 45

  1. 7 cool ways software brands are using AI and agents
  2. 5 AI innovations in Optimizely revolutionizing B2B commerce
  3. 5 ways to wow in your first 90 days as a marketing leader
  4. Optimizely Opal AI Challenge: Partner Innovation & Winners
  5. Why Optimizely is NOT 'just another' AI tool for marketers
  6. Agent to agent: Optimizely's collaboration with Gemini Enterprise
  7. AI Prompts for Better B2B Ecommerce Product Content
  8. A content marketer's freakout: WTF do I do with AI search?
  9. Google's &num=100 parameter is gone: What this means for GEO
  10. Optimizely analytics vs. Amplitude, Statsig, and Eppo
  11. Gamification VS AI: Can marketers win back attention with play?
  12. 5 Web experiments for B2B ecommerce: Boost conversions & revenue
  13. The (very) best team collaboration tools for marketers
  14. Quiz: What kind of AI relationship are you in?
  15. AI in analytics: Changing how data guides you
  16. What you need for better cross-functional collaboration
  17. The AI checklist: Getting ready for AI in B2B ecommerce
  18. 7 tips for scaling marketing with AI (whilst staying on-brand)
  19. How to write 10/10 AI instructions (no, we don't mean prompts)
  20. Your brand consistency checklist: Make sure your brand lands
  21. Traffic down, panic up: Why AI is what SEO needs in 2025
  22. Headless CMS: What it is and why it matters for modern marketers
  23. Flags on flags: How Optimizely uses feature flags
  24. Why Shopify and BigCommerce don’t meet the complex needs of B2B
  25. From robot to real: How to humanize AI content
  26. How integrated marketing empowers digital minimalism
  27. Using AI for email marketing: Dos and don'ts
  28. Using AI for content optimization: Dos and don'ts
  29. Why your A/B tests fail and how CUPED fixes it
  30. Using AI for content creation: Dos and don'ts
  31. Brand omnipresence: A guide to achieving ultimate recognition
  32. Personalization ROI: How to not waste your time
  33. Will AI agents take over your marketing job? Just the sh*tty ones
  34. AI assistants vs AI agents: WTF is the difference?
  35. Collaboration: Principles for high-impact experimentation program
  36. A manager's guide to giving creative feedback (feat. frameworks)
  37. The 7 pitfalls of retail personalization (and how to avoid them)
  38. Warehouse-native analytics webinar: 5 takeaways
  39. How to conduct a website audit (with actionable next steps)
  40. AI and feature experimentation: Maximizing value of AI solutions
  41. Get aligned fast: 10 steps to an integrated marketing strategy
  42. Best practices for improving industrial ecommerce site search
  43. What are the Sunday scaries? 7 ways to make your Monday better
  44. Why you need to integrate AI into your content creation workflows
  45. 15 content marketing metrics your platform must track

2024 32

  1. Marketing apps: 11 tools that make marketers' lives easier
  2. The best CMS for SEO [2025 edition]
  3. 12 marketing red flags that could be killing your content
  4. 8 ways to scale content, (way) faster
  5. The 8 best headless CMSs for maximum ROI [2025 edition]
  6. Healthcare organizations, we're HIPAA-ready
  7. Pricing page: 6 tips to optimize and convert under pressure
  8. Your guide to content repurposing: Get the most out of content
  9. Planning your personalization strategy: getting started
  10. How to maintain consistent messaging in your marketing
  11. Market segmentation: a complete guide
  12. Breaking down the different types of personalization
  13. Landing page optimization in 2025
  14. How to create a bada$$ website strategy in 2024
  15. Mastering data-driven decisions
  16. Five best A/B testing tools for product managers in 2024
  17. What is product operations and why do you need it?
  18. How to create a product differentiation strategy
  19. Mixpanel pricing and better alternatives
  20. 6 creative marketing campaign examples (that KILLED it)
  21. How to brainstorm a creative marketing campaign
  22. How do I get started with personalization?
  23. How Smarter Content Supply Chains Drive B2B Purchases
  24. Best customer analytics software tools in 2025: Top 5 picks
  25. 9 signs your marketing team is broken
  26. Omnichannel experiences with 1:1 personalization
  27. A roadmap to create an effective personalization
  28. Next-generation product & customer journey analytics
  29. What is product analytics? The complete guide
  30. What Is the ideal Marketing team structure?
  31. Optimizely Warehouse-Native Analytics vs. Tableau
  32. DocuSign’s teams tie customer value to every single change

2023 9

  1. Our plan: product & customer analytics for everyone
  2. Incorporate behavioral insights into marketing campaigns
  3. Conversion rate optimization best practices
  4. Why AI-generated content still needs the human touch
  5. 50 mobile app tips for acquisition and retention
  6. Warehouse-Native Analytics achieves Google Cloud ready BigQuery
  7. AI ethical issues you should consider as a digital business
  8. The top 4 use cases for going headless
  9. The convergence of BI & product analytics

2022 4

  1. CMP vs. CMS: What's the difference?
  2. What the best marketing processes look like
  3. What to know about .NET Framework
  4. The Ultimate Guide to Marketing Project Management

2021 3

  1. What is the Ideal Brand Marketing Team Structure?
  2. How to host a virtual experiment ideation session
  3. Experimentation metrics for program success

2020 1

  1. Feature flags vs blue-green deployments

2019 1

  1. Experimentation team structure tips

2010 1

  1. Obama's $60 million dollar experiment

Undated 269

  1. articleArticleOct 8, 2026Measuring customer progress beyond the Thank You pageWhereoware has spent over twenty-five years in digital experience and more than a decade as an Optimizely Platinum Partner. Over hundreds of builds, we saw teams optimize the funnel to the click without knowing if the cust
  2. Beyond best of breed the case for martech consolidation
  3. The ultimate guide to digital asset management
  4. Ai for content editing
  5. Experimentation use cases for non profits offer pages
  6. How to build a cross functional team
  7. The future of experimentation
  8. From sitecore to optimizely
  9. How to speak cfo
  10. Content beyond 2025 key takeaways
  11. Ecommerce evolution blurring the lines between b2b and b2c
  12. Detect ai content
  13. Finding experimentation success through failed tests
  14. Build vs buy
  15. Top 5 tips on how to get your content management infrastructure right
  16. Seo vs aeo
  17. Headless cms vs traditional cms
  18. Marketing statistics
  19. How to create editorial guidelines that are actually useful template
  20. How to build and retain an experimentation team
  21. Best practices for collaborating with virtual teammates
  22. The great debate should you build or buy your experimentation platform
  23. Brand messaging mistakes
  24. What is a personalization engine a complete guide
  25. 11 abm pages is the easy part
  26. 12 account based marketing tactics that work
  27. Understanding and implementing guardrail metrics
  28. 10 best ab testing examples
  29. How to write a creative brief with examples
  30. Agents in action key takeaways
  31. Navigating cms architectures
  32. Agent subject text
  33. Ai red flags
  34. Ooh marketing
  35. Funnel analysis sql
  36. How personalization supercharges your roas
  37. The future of digital experience optimization
  38. 7 collaboration email templates
  39. AI personalization how AI outperforms human customization
  40. Introducing mark bench the marketing ai benchmark
  41. Love letter to marketing
  42. What is customer analytics use cases benefits best practices
  43. Your teams wish list just became their to do list
  44. Marketing campaign manager
  45. Cpg marketings biggest leak use personalization to fix the drip and make your data work for you
  46. Accelerating growth through experiment velocity
  47. Reasons why your content isnt scaling
  48. Barrier free accessibility act rethinking e mail marketing
  49. How to create a user flow map for your website app
  50. Sample size calculations for experiments
  51. Quick easy guide to multivariate testing
  52. Migrating from Contentful to Optimizely
  53. Leaving sitecore
  54. Headless seo guide
  55. 20 questions that make or break your b2b commerce decision
  56. Generalist vs specialist ai in marketing
  57. Feature flags vs ab testing
  58. Ai for marketing efficiency
  59. Ai isnt a side dish
  60. Warehouse native analytics the future of data driven experimentation
  61. Website redesign guide
  62. Healthcares digital pulse
  63. Will b2b e commerce make sales teams obsolete
  64. Difference between content creation and content writing
  65. Roadmap effective personalization strategy
  66. Measuring pillars for building a culture of experimentation
  67. How airlines can boost direct booking conversions and advertisement performance with optimizely
  68. In defense of the em dash and everything else on this ai tell trial
  69. Marketing organization structure
  70. Is your website aeo and geo ready
  71. Manage outdated feature flags
  72. The top 4 agents every b2b marketer needs in the ai era
  73. Content creation process
  74. Personalization and data
  75. Experimentation use cases software b2b homepage
  76. The strategic role of content ops in software gtm
  77. Optimizely connect platform
  78. Introducing optimizelys automatic sample ratio mismatch detection
  79. Beyond evals why ai agents need behavioral guardrails not just output checks
  80. Save time drive results with opal ai
  81. Top 8 user engagement metrics to track and measure
  82. Best content management systems
  83. The cost of choosing the wrong b2b commerce platform
  84. Agent orchestration for marketers
  85. Contextual bandits in personalization
  86. Product delivery guide
  87. Experimentation use cases retail banking sign up page
  88. Optimizely opal helps improve ai visibility heres how
  89. The difference between content and artifacts
  90. The invisible ai trap
  91. 5 reasons you cant ignore ai for b2b search
  92. Best digital asset management software
  93. How to create editorial calendar
  94. The cmos guide to marketing team management during an acquisition
  95. Leveraging interaction effects a b multivariate testing
  96. Product metrics kpis
  97. Automation testing feature flags
  98. Drivers for cms migration
  99. Video getting started with personalization
  100. Content workflow and ai
  101. How to write better ai prompts
  102. 5 reasons to consolidate your tech stack
  103. Flatpack content
  104. I thought ai would flatten my creative instincts
  105. Experimentation use cases retail homepage
  106. Ai wont make your content better just by getting it live faster
  107. Experimentation use cases hospitality travel checkout
  108. Drive roi with optimizely one
  109. Postcards from camp opticon
  110. Experimentation use cases retail product page
  111. Customer experience management
  112. 5 ways ai helps you get market research right
  113. Ai use case discovery stop automating the fun parts of your job
  114. 101 things to ab test
  115. How to define personalization for your brand
  116. Metrics for your experimentation program
  117. Dynamic experiences in personalization
  118. How to improve your change management process
  119. Feature flags swift ios
  120. Working smarter with ai how opal is redefining marketing execution
  121. The monolith is the risk
  122. 55 ways to power your marketing automation
  123. Ai in commerce
  124. Why chasing ai visibility without this distinction is a wasted bet
  125. The new e mail editor in optimizely campaign 10 tips to get started
  126. How we use ai at optimizely
  127. Ai for content research
  128. 5 tools that are essential for an effective content strategy
  129. Migrating from sitecore to optimizely
  130. How to start using ai in product development
  131. Experimentation use cases retail checkout pages
  132. Generative ai to make strategy first content marketers in 2024
  133. Optimizing finserv how opal streamlines content compliance
  134. The power of consistent messaging
  135. Optimizelys impact on performance and how to use the right tool for the job
  136. Experimentation use cases media checkout
  137. AI experimentation
  138. How to scale content creation to create personalized experiences
  139. Opal u gradation stories class of march 26
  140. Creative team structure
  141. Marketing strategy template
  142. Build a martech stack
  143. Useless vs effective feedback
  144. How to start with ab testing and run experiments
  145. Ai for social media content
  146. Why ai fails to scale in marketing teams and how to fix it
  147. Why fragmented martech is killing your ai vibe
  148. Customer retention metrics how to track them
  149. Agentic cms is not about replacing marketers
  150. Ai platform built for whats next
  151. Content research tips
  152. What is product usage analytics a comprehensive guide for product user teams
  153. Composable cdp product analytics
  154. Industrial e commerce from meh to marvelous in 8 steps
  155. Kevin knows everything
  156. What is marketing orchestration modern marketing
  157. Five ways cms workflows fail
  158. Navigation testing
  159. Increase customer retention ab testing
  160. Warning signs for new cms
  161. Experimentation use cases airlines experience pages
  162. Enterprise team alignment
  163. Behavioral segmentation a complete guide
  164. Ultimate guide to content experience
  165. Your website has a new job
  166. Canary deployment
  167. The personality audit i didnt ask for
  168. 62 of b2b buyers purchase online and you should too
  169. How ai really thinks about your prompts
  170. Ai maturity in your marketing team
  171. Your content supply chain is broken
  172. Pizza as a service
  173. Agentic marketing
  174. Product ideation techniques
  175. Migrating from contentstack to optimizely
  176. Three mindsets of b2b ecommerce leaders
  177. Are you ai distant
  178. Announcing experiment collaboration
  179. Hyper personalization with agentic e mail marketing
  180. Creative burnout
  181. How to choose the right stats engine
  182. Intro to experimentation analytics
  183. Whats new in optimizely experience optimization september 2026
  184. Experimentation use cases media landing pages
  185. Types of customer analytics and when to use them
  186. Integrated marketing quiz
  187. Influence exploration in optimizely analytics
  188. Experimentation use cases financial services mobile page
  189. Content repurposing with ai
  190. Ai marketing tools that connect to your stack
  191. Seo checklist
  192. The marketing org got weird in the best way possible
  193. Dear content marketing leaders
  194. When product met marketing
  195. Experimentation use cases media homepage
  196. Introducing optimizely personalization
  197. Bayesian vs frequentist statistics
  198. Cms migration guide
  199. Financial services ai
  200. How to roll out AI tools without losing brand control
  201. 10 benefits of b2b ecommerce
  202. The complete guide to statistics in modern marketing
  203. Optimizely and AD identify 3 e commerce investments for distributors
  204. Test and learn key takeaways
  205. The case for a full stack experimentation platform
  206. Maximize kpis input metrics
  207. Customer retention strategies for data driven companies
  208. Marketing campaign plan template
  209. Speed without direction isnt a feature
  210. Mobile app ab testing tips
  211. The b2b ai checklist
  212. The difference between content and artifacts2
  213. Ratio metrics in experimentation
  214. Employee advocacy
  215. Experimentation and ab testing use cases
  216. User experience analytics
  217. Scalable analytics architecture
  218. Ai for content planning
  219. How to improve internal comms
  220. How to wow in your first 90 days as a product and experimentation leader
  221. Mistakes you make when introducing ai agents
  222. Evolution of banking marketing teams
  223. Experimentation use cases retail search results
  224. 5 myths killing your ab testing and experimentation program
  225. Using ai for brand voice
  226. Content marketing social team alignment
  227. Content graph announcement
  228. The future of seo in an ai world isnt what you think its smarter
  229. Traffic down impressions up why you should optimize for impressions over clicks
  230. Experiments that improve account pages in telecommunications
  231. Best ai agents for marketers to install first
  232. Experimentation use cases retail banking home page
  233. Marketing doesnt have to be this messy heres the fix
  234. Data analysts vs product analysts vs pms
  235. The invisible tax of fragmented content systems
  236. Quality content with ai
  237. Shafqat islam named president of optimizely
  238. Product marketing challenges
  239. Statistics for the internet age the story behind optimizelys new stats engine
  240. Marketing channel alignment
  241. Power analysis in fixed horizon frequentist ab tests
  242. It used to take years to launch a website studio science did it in 90 days
  243. Ai healthcare marketing
  244. Ai for content consistency
  245. Your marketers shouldnt have to be token economists
  246. Rebrand road lead to camp opticon
  247. What it takes to build a brand that stands out
  248. Ai agents
  249. Experimentation use cases personalization web pages
  250. Optimizely cms 13 verndale
  251. Why 86 percent of b2b buyers would use ai tools in the purchasing process
  252. Content modeling ultimate guide
  253. How to convince your CMO
  254. Increase efficiency and stay on brand with brand templates
  255. 8 important marketing lessons from omnichannel customer behavior
  256. What can a virtual teammate do
  257. Experimentation use cases retail subscription page
  258. How to improve team alignment
  259. Ai for seo
  260. React feature flags
  261. How to calculate sample size of ab tests
  262. Website metrics
  263. Enterprise grade a the lost art of saying what you mean
  264. Best product analytics tools
  265. What is mobile app analytics
  266. Agent email optimization
  267. How to rebuild martech stack in agentic era
  268. Customer analytics maturity model
  269. Opal in campaign agenten e mail marketing