Trend Lab

Trend keywords scored for portfolio-worthy growth experiments.

The lab uses illustrative local samples to demonstrate how trend candidates are ranked by velocity, intent, competition, confidence, and portfolio fit.

Local sample dataset

These rows demonstrate the scoring model and workflow. They are not live Google Trends, Reddit, X, or TikTok API measurements.

86publishedWorkflowIllustrative sample

ai agent workflow audit

A checklist for teams that want to find broken handoffs before adding more AI agents.

Audience: Ops leads, founders, automation agencies
Draft URL: /programmatic-seo/ai-agent-workflow-audit

Illustrative signal channels

Channel labels show where a production discovery job could gather evidence.

Reddit ops threadsLinkedIn postsSearch Console seed

Velocity78

Competition gap58

Confidence82

Distribution draft

Most teams do not need more agents first. They need to audit where the existing workflow leaks context.

91publishedTemplateIllustrative sample

geo content checklist

A practical structure for pages that want to be quoted by answer engines.

Audience: SEO specialists, content operators, B2B marketers
Draft URL: /geo-bench/geo-content-checklist

Illustrative signal channels

Channel labels show where a production discovery job could gather evidence.

Perplexity answersAI Overview examplesSEO newsletters

Velocity84

Competition gap52

Confidence88

Distribution draft

GEO pages need extractable answers, visible entities, and source-backed claims. This checklist turns that into a review pass.

83publishedResearchIllustrative sample

programmatic seo quality gates

A scoring model that blocks thin pages before they reach the sitemap.

Audience: Growth engineers, SEO founders, content teams
Draft URL: /programmatic-seo/quality-gates

Illustrative signal channels

Channel labels show where a production discovery job could gather evidence.

Founder Slack notesSERP reviewSearch Console pages

Velocity71

Competition gap49

Confidence79

Distribution draft

Programmatic SEO only works when page generation has a real quality gate, not just a template loop.

78watchingTemplateIllustrative sample

ai visibility report template

A weekly reporting format for tracking answer-engine mentions and citation readiness.

Audience: Remote clients, agencies, AI search consultants
Draft URL: /reports/ai-visibility-report-template

Illustrative signal channels

Channel labels show where a production discovery job could gather evidence.

Client questionsGemini result patternsNewsletter scans

Velocity69

Competition gap63

Confidence74

Distribution draft

AI visibility work needs a weekly report that separates page quality, index status, and answer-engine evidence.

80readyWorkflowIllustrative sample

content automation system map

A systems diagram for going from trend signal to published and reviewed pages.

Audience: Hiring managers, remote teams, automation buyers
Draft URL: /system/content-automation-system-map

Illustrative signal channels

Channel labels show where a production discovery job could gather evidence.

Portfolio positioningContent ops searchAgency RFPs

Velocity73

Competition gap66

Confidence76

Distribution draft

A content automation system is not a content generator. It is a measured pipeline from signal to review.