GTM strategy, generative engine optimization, and AI-native marketing for B2B SaaS, from Nick Talbert.https://strategnik.com/https://strategnik.com/thinking/aeo-tracking-tools/https://strategnik.com/thinking/aeo-tracking-tools/What AEO tracking actually measures, how AI visibility tools sample answers, the metrics that matter for B2B, and when to start paying for monitoring.Mon, 31 Aug 2026 00:00:00 GMThttps://strategnik.com/thinking/ai-agents-for-seo/https://strategnik.com/thinking/ai-agents-for-seo/AI agents for SEO plan and execute multi-step work: audits, internal links, metadata. What they do well, where they fail, and when to use one.Mon, 31 Aug 2026 00:00:00 GMThttps://strategnik.com/thinking/best-ai-seo-tools/https://strategnik.com/thinking/best-ai-seo-tools/An honest comparison of AI SEO tools for content optimization, keyword research, technical audits, and SEO agents, plus what none of them can do.Mon, 31 Aug 2026 00:00:00 GMThttps://strategnik.com/thinking/chatgpt-search-vs-google-search/https://strategnik.com/thinking/chatgpt-search-vs-google-search/ChatGPT synthesizes one cited answer; Google ranks pages. How the two differ mechanically and behaviorally, and how B2B marketers should allocate effort.Mon, 31 Aug 2026 00:00:00 GMThttps://strategnik.com/thinking/check-what-chatgpt-says-about-your-brand/https://strategnik.com/thinking/check-what-chatgpt-says-about-your-brand/A free DIY method to audit what ChatGPT, Perplexity, and Gemini say about your brand: the buyer questions to run, what to record, and how to read results.Mon, 31 Aug 2026 00:00:00 GMThttps://strategnik.com/thinking/generative-engine-optimization-checklist/https://strategnik.com/thinking/generative-engine-optimization-checklist/A ranked generative engine optimization checklist: 20 fixes across entity foundation, retrievability, citation surface, and measurement, by impact.Mon, 31 Aug 2026 00:00:00 GMThttps://strategnik.com/thinking/how-to-get-recommended-by-chatgpt/https://strategnik.com/thinking/how-to-get-recommended-by-chatgpt/A step-by-step playbook to get your B2B SaaS recommended by ChatGPT: entity signals, schema, answer-first content, and earning the citations that matter.Mon, 31 Aug 2026 00:00:00 GMThttps://strategnik.com/thinking/llms-txt-does-it-work/https://strategnik.com/thinking/llms-txt-does-it-work/llms.txt gives AI models a curated map of your site. Here's what it is, what the evidence says about adoption, and whether it's worth shipping.Mon, 31 Aug 2026 00:00:00 GMThttps://strategnik.com/thinking/rank-on-google-invisible-in-chatgpt/https://strategnik.com/thinking/rank-on-google-invisible-in-chatgpt/Google ranks pages. LLMs recommend entities. Why a page-one ranking earns you nothing in ChatGPT, and which parts of your SEO authority still transfer.Mon, 31 Aug 2026 00:00:00 GMThttps://strategnik.com/thinking/where-chatgpt-gets-its-answers/https://strategnik.com/thinking/where-chatgpt-gets-its-answers/ChatGPT answers from two layers: training data and live retrieval via Bing. For vendor questions, it cites third parties. Here's where to earn presence.Mon, 31 Aug 2026 00:00:00 GMThttps://strategnik.com/thinking/context-engineering-vs-intelligence-layer/https://strategnik.com/thinking/context-engineering-vs-intelligence-layer/Context engineering assembles AI context by hand. An intelligence layer makes it a governed system. What each is, how they compare, which to build first.Thu, 23 Jul 2026 00:00:00 GMThttps://strategnik.com/thinking/six-components-of-an-intelligence-layer/https://strategnik.com/thinking/six-components-of-an-intelligence-layer/Go-to-market context is nine dimensions an agent has to know before it can produce anything useful. Each one, what built vs. missing looks like, and why the output is public.Thu, 23 Jul 2026 00:00:00 GMThttps://strategnik.com/thinking/chatgpt-for-marketing/https://strategnik.com/thinking/chatgpt-for-marketing/ChatGPT makes marketing faster, but without shared context it makes the same generic work faster. Here's where it helps, where it fails, and what to build instead.Sun, 12 Jul 2026 00:00:00 GMThttps://strategnik.com/thinking/best-geo-aeo-tools/https://strategnik.com/thinking/best-geo-aeo-tools/Honest roundup of GEO and AEO tools by category, plus the system work no tool can do for you.Sun, 12 Jul 2026 00:00:00 GMThttps://strategnik.com/thinking/what-is-a-fractional-cmo/https://strategnik.com/thinking/what-is-a-fractional-cmo/A fractional CMO is a part-time senior marketing leader who owns GTM strategy, team direction, and outcomes without a full-time hire.Sun, 12 Jul 2026 00:00:00 GMThttps://strategnik.com/thinking/stop-overpaying-for-ai-models/https://strategnik.com/thinking/stop-overpaying-for-ai-models/Most teams pay frontier AI rates for trivial work. Spend should track task difficulty, not default to the most powerful model every time.Fri, 19 Jun 2026 00:00:00 GMThttps://strategnik.com/thinking/next-dollar-return/https://strategnik.com/thinking/next-dollar-return/Most GTM teams allocate budget by average efficiency and get stuck. Compounding systems follow marginal return, the next dollar, instead.Wed, 17 Jun 2026 00:00:00 GMThttps://strategnik.com/thinking/marketing-org-chart-is-being-rewritten/https://strategnik.com/thinking/marketing-org-chart-is-being-rewritten/Channel-based marketing org charts were already broken. AI made them indefensible, and CEOs who delay restructuring are burning money.Mon, 11 May 2026 00:00:00 GMThttps://strategnik.com/thinking/context-routing-bottleneck/https://strategnik.com/thinking/context-routing-bottleneck/Dense GTM context breaks AI agents when everything gets dumped into the prompt. The real problem is routing the right knowledge at the right moment.Fri, 08 May 2026 00:00:00 GMThttps://strategnik.com/thinking/gravity-field-operating-context/https://strategnik.com/thinking/gravity-field-operating-context/An operating context is the encoded foundation every team, tool, and agent works from. The Context Field decides whether marketing compounds or fragments.Wed, 22 Apr 2026 00:00:00 GMThttps://strategnik.com/thinking/surface-area-for-growth/https://strategnik.com/thinking/surface-area-for-growth/Surface area is not every channel. It is presence wherever your ICP learns, evaluates, and buys, with enough mass at each touchpoint to matter.Wed, 22 Apr 2026 00:00:00 GMThttps://strategnik.com/thinking/saas-playbook-features-not-moat/https://strategnik.com/thinking/saas-playbook-features-not-moat/AI commoditized SaaS features. The new moat is built in how you sell, market, and retain through friction, brand gravity, and operational mass.Mon, 20 Apr 2026 00:00:00 GMThttps://strategnik.com/thinking/why-ai-made-marketing-faster-not-better/https://strategnik.com/thinking/why-ai-made-marketing-faster-not-better/AI accelerated production without improving judgment or context, so output converged. The fix is a structured knowledge layer every tool can query.Fri, 17 Apr 2026 00:00:00 GMThttps://strategnik.com/thinking/when-frictionless-breaks-plg/https://strategnik.com/thinking/when-frictionless-breaks-plg/Why frictionless onboarding tanks PLG free-to-paid conversion, and which friction to keep: signup, integration, the paywall, and team expansion.Sun, 15 Feb 2026 00:00:00 GMThttps://strategnik.com/thinking/coherence-model-definitive-guide/https://strategnik.com/thinking/coherence-model-definitive-guide/The Coherence Model explained: Coherence plus six forces — Mass, Surface Area, Momentum, Friction, Escape Velocity, Context Field — governing B2B growth.Fri, 13 Feb 2026 00:00:00 GMThttps://strategnik.com/thinking/chief-marketing-orchestrator/https://strategnik.com/thinking/chief-marketing-orchestrator/The CMO role isn't dying; it's being reforged into something bigger. Why the next marketing leaders orchestrate the entire GTM motion.Wed, 11 Feb 2026 00:00:00 GMThttps://strategnik.com/thinking/b2b-gtm-metrics-benchmark-2026/https://strategnik.com/thinking/b2b-gtm-metrics-benchmark-2026/A 2026 benchmark reference for B2B SaaS conversion rates, CAC, win rates, NRR, and pipeline coverage.Mon, 09 Feb 2026 00:00:00 GMThttps://strategnik.com/thinking/aeo-statistics-b2b-saas-2026/https://strategnik.com/thinking/aeo-statistics-b2b-saas-2026/40+ AEO statistics for B2B SaaS in 2026: AI search adoption, zero-click trends, LLM citation patterns, and what it means for GTM.Sat, 07 Feb 2026 00:00:00 GMThttps://strategnik.com/thinking/your-ai-is-still-a-chatbot/https://strategnik.com/thinking/your-ai-is-still-a-chatbot/Most AI adoption is still the chatbot pattern: reactive, contextless, per-person. How to tell if your team is stuck, and what comes after it.Thu, 05 Feb 2026 00:00:00 GMThttps://strategnik.com/thinking/from-chatbot-to-agent-fleet/https://strategnik.com/thinking/from-chatbot-to-agent-fleet/What an AI agent fleet is, the five maturity stages between one chatbot and governed agents, and the shared context layer most marketing teams skip.Sun, 01 Feb 2026 00:00:00 GMThttps://strategnik.com/thinking/gtm-architect-guide-answer-engine-optimization/https://strategnik.com/thinking/gtm-architect-guide-answer-engine-optimization/Answer engine optimization reshapes B2B discovery through entity authority, content structure, schema markup, and AI-era GTM coherence.Wed, 28 Jan 2026 00:00:00 GMThttps://strategnik.com/thinking/why-b2b-content-doesnt-show-up-in-chatgpt/https://strategnik.com/thinking/why-b2b-content-doesnt-show-up-in-chatgpt/Your B2B SaaS is invisible in ChatGPT because AI engines can't retrieve it: no entity signals, no answer-first structure, no schema markup. Here's the fix.Mon, 26 Jan 2026 00:00:00 GMThttps://strategnik.com/thinking/fractional-cmo-first-90-days/https://strategnik.com/thinking/fractional-cmo-first-90-days/What a fractional CMO should accomplish in the first 90 days: a 30/60/90 plan with deliverables, red flags, and the results a CEO should expect.Thu, 22 Jan 2026 00:00:00 GMThttps://strategnik.com/thinking/funnel-math-kills-the-deal/https://strategnik.com/thinking/funnel-math-kills-the-deal/B2B funnel math fails when revenue goals, budget, and conversion rates don't reconcile. How to pressure-test pipeline math before you spend a dollar.Tue, 20 Jan 2026 00:00:00 GMThttps://strategnik.com/thinking/fractional-cmo-vs-gtm-consultant/https://strategnik.com/thinking/fractional-cmo-vs-gtm-consultant/A fractional CMO builds and operates your GTM system. A consultant diagnoses and recommends. Here's how to decide which one your Series A–C company needs.Sun, 18 Jan 2026 00:00:00 GMThttps://strategnik.com/thinking/ai-collapsing-gtm-walls/https://strategnik.com/thinking/ai-collapsing-gtm-walls/AI is collapsing the walls between marketing, sales, and CS. What the converged GTM org looks like, what replaces the handoff, and what RevOps becomes.Fri, 16 Jan 2026 00:00:00 GMThttps://strategnik.com/thinking/why-gtm-leaders-churn-early-stage-saas/https://strategnik.com/thinking/why-gtm-leaders-churn-early-stage-saas/The average VP of Sales at Series A lasts 7 months. Growth makes it to 14. Same curve. It's not talent—it's physics.Wed, 14 Jan 2026 00:00:00 GMThttps://strategnik.com/thinking/stage-appropriate-gtm-metrics-saas/https://strategnik.com/thinking/stage-appropriate-gtm-metrics-saas/Pipeline targets from fundraising models are hopes dressed up as goals. The metrics GTM leaders should track at each stage.Mon, 12 Jan 2026 00:00:00 GMThttps://strategnik.com/thinking/momentum-marketing-investments/https://strategnik.com/thinking/momentum-marketing-investments/Compounding growth programs look weak early. The trick is knowing which momentum-building investments to protect from quarterly cuts.Sat, 10 Jan 2026 00:00:00 GMThttps://strategnik.com/thinking/friction-problem/https://strategnik.com/thinking/friction-problem/Friction in your buying process doesn't just lose deals. It trains the market that you're hard to work with, and that reputation compounds.Thu, 08 Jan 2026 00:00:00 GMThttps://strategnik.com/thinking/inflection-points/https://strategnik.com/thinking/inflection-points/What a GTM inflection point is, the signals that show you've crossed one, and how to time go-to-market scaling without burning cash or ceding the market.Tue, 06 Jan 2026 00:00:00 GMT