https://shaliniworks.com/blog/ Field notes on AI marketing: answer engines, agents, automation, GTM and measurement. Practical, sourced, no hype. en https://shaliniworks.com/blog/ad-creative-testing-against-a-control/https://shaliniworks.com/blog/ad-creative-testing-against-a-control/Thu, 08 Oct 2026 12:00:00 GMTMeasurementTest ad creative the repeatable way: one variable at a time, every variant against a control, a fixed sample, and a log so each batch starts from a winner. https://shaliniworks.com/blog/always-on-social-publishing/https://shaliniworks.com/blog/always-on-social-publishing/Thu, 08 Oct 2026 12:00:00 GMTAutomationRun social and ads every day without babysitting a queue: an approval-first publishing calendar in n8n with webhooks, and what it changed. https://shaliniworks.com/blog/cac-ltv-payback-explained/https://shaliniworks.com/blog/cac-ltv-payback-explained/Thu, 08 Oct 2026 12:00:00 GMTMeasurementHow to calculate customer acquisition cost, lifetime value, the LTV:CAC ratio and CAC payback, with a worked example and the benchmarks still used. https://shaliniworks.com/blog/claude-code-for-marketers/https://shaliniworks.com/blog/claude-code-for-marketers/Thu, 08 Oct 2026 12:00:00 GMTAI agentsMarketers use Claude Code for ad variants, brand-voice skills and data pulls. Published examples, the setup that works, and the guardrails to keep. https://shaliniworks.com/blog/ai-crawlers-and-javascript/https://shaliniworks.com/blog/ai-crawlers-and-javascript/Thu, 08 Oct 2026 12:00:00 GMTAEO & GEOGPTBot, ClaudeBot and PerplexityBot read raw HTML and don’t run JavaScript. How to check your site, render content on the server and set robots.txt. https://shaliniworks.com/blog/geo-vs-aeo-vs-seo/https://shaliniworks.com/blog/geo-vs-aeo-vs-seo/Thu, 08 Oct 2026 12:00:00 GMTAEO & GEOSEO, answer engine optimization (AEO) and generative engine optimization (GEO) compared: what each targets, what overlaps, and a practical plan. https://shaliniworks.com/blog/holdout-tests-for-lifecycle-marketing/https://shaliniworks.com/blog/holdout-tests-for-lifecycle-marketing/Thu, 08 Oct 2026 12:00:00 GMTLifecycleRun a holdout test on lifecycle email: pick the size, randomise, measure lift against people who got nothing, and report it with a confidence interval. https://shaliniworks.com/blog/outbound-engine-with-clay-and-n8n/https://shaliniworks.com/blog/outbound-engine-with-clay-and-n8n/Thu, 08 Oct 2026 12:00:00 GMTGTMA five-step outbound system: target list, waterfall enrichment, a personal first line, Slack approval, then send. Setup, numbers and pitfalls. https://shaliniworks.com/blog/marketing-agents-with-evals/https://shaliniworks.com/blog/marketing-agents-with-evals/Thu, 08 Oct 2026 12:00:00 GMTAI agentsMarketing agents earn trust with a golden set, an LLM judge and a human gate. The setup, the metrics to track, and what changed when one team used it. https://shaliniworks.com/blog/how-to-get-cited-by-ai-answer-engines/https://shaliniworks.com/blog/how-to-get-cited-by-ai-answer-engines/Thu, 08 Oct 2026 12:00:00 GMTAEO & GEOA practical AEO playbook for getting your brand named in AI answers: crawlable pages, earned mentions, answer-first content and weekly tracking. https://shaliniworks.com/blog/track-ai-share-of-voice/https://shaliniworks.com/blog/track-ai-share-of-voice/Thu, 08 Oct 2026 12:00:00 GMTAEO & GEOMeasure how often ChatGPT, Perplexity and Gemini cite your brand: build a prompt set, run it weekly, score the answers and turn gaps into page fixes. https://shaliniworks.com/blog/human-review-gate-for-ai-content/https://shaliniworks.com/blog/human-review-gate-for-ai-content/Thu, 08 Oct 2026 12:00:00 GMTAI agentsA human review gate stops AI content drift before it ships. How to design one that stays fast, what to log, and what the EU AI Act means for labelling. https://shaliniworks.com/blog/incrementality-and-mmm-with-meridian/https://shaliniworks.com/blog/incrementality-and-mmm-with-meridian/Thu, 08 Oct 2026 12:00:00 GMTMeasurementHow Google's open-source Meridian MMM turns spend into ROI ranges per channel, and how geo holdouts calibrate it so budget moves on evidence. https://shaliniworks.com/blog/llm-as-judge-for-marketing-copy/https://shaliniworks.com/blog/llm-as-judge-for-marketing-copy/Thu, 08 Oct 2026 12:00:00 GMTAI agentsScore AI-written ads and emails with an LLM judge: the rubric to write, the golden set to test against, and the regression checks that catch drift. https://shaliniworks.com/blog/llms-txt-explained-2026/https://shaliniworks.com/blog/llms-txt-explained-2026/Thu, 08 Oct 2026 12:00:00 GMTAEO & GEOWhat llms.txt is, how to write one in the right format, and what the 2026 evidence says about its effect on AI citations and search visibility. https://shaliniworks.com/blog/mcp-servers-for-marketing/https://shaliniworks.com/blog/mcp-servers-for-marketing/Thu, 08 Oct 2026 12:00:00 GMTAI agentsMCP connects AI agents to ads, analytics and the CRM. Which servers a marketing team needs, why four is enough, and where a person must confirm. https://shaliniworks.com/blog/n8n-vs-zapier-vs-make-2026/https://shaliniworks.com/blog/n8n-vs-zapier-vs-make-2026/Thu, 08 Oct 2026 12:00:00 GMTAutomationn8n, Zapier and Make compared for marketing automation in 2026: current prices, how each counts usage, and which suits which team. https://shaliniworks.com/blog/marketing-psychology-hooks-with-research/https://shaliniworks.com/blog/marketing-psychology-hooks-with-research/Thu, 08 Oct 2026 12:00:00 GMTCareerLoss aversion, curiosity, social norms, goal gradient, IKEA effect, defaults, decoys, peak–end and 95:5 — what each study found and how to use it honestly. https://shaliniworks.com/blog/portfolio-seo-for-marketers/https://shaliniworks.com/blog/portfolio-seo-for-marketers/Thu, 08 Oct 2026 12:00:00 GMTCareerHow a marketer’s portfolio gets found in Google and AI answers: one clear entity, ProfilePage schema, crawlable case-study pages and earned mentions. https://shaliniworks.com/blog/programmatic-seo-after-the-2026-spam-update/https://shaliniworks.com/blog/programmatic-seo-after-the-2026-spam-update/Thu, 08 Oct 2026 12:00:00 GMTAEO & GEOWhat Google’s September 2026 spam update hit, what scaled content abuse means, and how to build programmatic and AI-assisted pages that stay safe. https://shaliniworks.com/blog/schema-markup-for-ai-answers/https://shaliniworks.com/blog/schema-markup-for-ai-answers/Thu, 08 Oct 2026 12:00:00 GMTAEO & GEOWhich JSON-LD types to use in 2026 (Article, Person, ProfilePage, Organization, FAQPage), what changed for FAQ rich results, and what schema can’t do. https://shaliniworks.com/blog/speed-to-lead-automation/https://shaliniworks.com/blog/speed-to-lead-automation/Thu, 08 Oct 2026 12:00:00 GMTAutomationLeads go cold within the hour. How to automate an instant reply, qualify and book, with a person confirming before a meeting is promised. https://shaliniworks.com/blog/email-deliverability-spf-dkim-dmarc-2026/https://shaliniworks.com/blog/email-deliverability-spf-dkim-dmarc-2026/Thu, 08 Oct 2026 12:00:00 GMTGTMWhat Gmail, Yahoo and Outlook require in 2026: SPF, DKIM, DMARC, one-click unsubscribe, spam under 0.3%, and how to set it up in an afternoon. https://shaliniworks.com/blog/ai-marketing-engineer-role-2026/https://shaliniworks.com/blog/ai-marketing-engineer-role-2026/Thu, 08 Oct 2026 12:00:00 GMTCareerWhat the new AI marketing engineer role is, what live job posts ask for (agents, APIs, MCP, Claude Code), how it is measured and the pay posted today.