Topics index

GEO and AI visibility

11 topics in this category

• GEO and AI visibilityWikidata entity buildingThe single strongest correlate with citation in AI engines.
• GEO and AI visibilityllms.txt specificationThe robots.txt of the AI era. Adoption is still under 5%.
• GEO and AI visibilityPerplexity citation sharePerplexity names its sources in every answer.
• GEO and AI visibilityChatGPT citation shareChatGPT search cites web sources inside its answers.
• GEO and AI visibilityGemini and AI Overviews citationGemini grew fastest month-over-month in Q1 2026.
• GEO and AI visibilityFAQPage schemaDeclares questions and answers in a form AI engines can read.
• GEO and AI visibilityagent.json and the agentic webThe OpenAPI of agentic browsing.
• GEO and AI visibilityGoogle AI OverviewsNow shown on ~31% of US informational queries.
• GEO and AI visibilitySchema.org markupStructured data is the dial AI engines read first.
• GEO and AI visibilityAnswer Engine Optimization (AEO)Sister discipline to GEO. Direct-extraction-first content.
• GEO and AI visibilityAI citation trackingIf you don't measure it, you can't improve it.

Performance marketing

6 topics in this category

• Performance marketingServer-side taggingiOS 14, ATT, and cookieless make this non-optional.
• Performance marketingPerformance Max for B2B and lead generationDifferent rules than ecommerce. Most teams misuse it.
• Performance marketingSnapchat advertising in Saudi Arabia33% of Saudi 13-34 use Snap daily. The largest single channel.
• Performance marketingMER vs ROAS for blended attributionROAS lies. MER tells the truth.
• Performance marketingBranded search defenseCheapest, highest-intent clicks in the entire account.
• Performance marketingTikTok Spark AdsBoost organic content as paid. Best ad format on the platform.

Conversion and CRO

3 topics in this category

• Conversion and CROLanding page CRO fundamentalsThe first 30 seconds decide if the page converts.
• Conversion and CROA/B testing strategyMost A/B tests fail because the hypothesis was weak.
• Conversion and CROICE prioritization frameworkImpact, Confidence, Ease. Sort your CRO backlog.

B2B outbound

3 topics in this category

• B2B outboundCold email deliverabilityIf 60% of emails land in spam, the sequence doesn't matter.
• B2B outboundICP prospect list buildingList discipline beats sequence creativity.
• B2B outboundLinkedIn DM outboundWhen cold email hits the spam fold, LinkedIn still lands.

AI and automation

4 topics in this category

• AI and automationAI automation workflows for marketingReplace reports and lead routing first. Save 240 hours a month.
• AI and automationAI creative volume production30-50 variants a month is the new floor.
• AI and automationn8n vs ZapierSelf-hosted depth vs ecosystem breadth.
• AI and automationMarketing reporting automationStop building decks. Let the system write them.

Strategy and operations

3 topics in this category

• Strategy and operationsFractional CMO vs full-time hireStage-dependent. Below 5M ARR, fractional wins.
• Strategy and operationsGrowth loopsFunnels run out. Loops compound.
• Strategy and operationsMarketing budget allocationMore than half the gains come from where the budget goes.

Social and content

1 topic in this category

• Social and contentLinkedIn personal brand strategyFounders post. Companies don't.