Blog
Field notes on the agentic SEO era
Search is going zero-click, and the response that works is not more content — it is an agent that reads your real data and runs the loop. A pillar guide for each topic, with the deep-dives beneath it.
Pillar guide · 10 min read
Agentic SEO: What It Is and How an Agent Runs Your SEO
A dashboard shows you data and waits. An agent reads your real Search Console numbers, decides what they mean, and acts — closing the loop you used to close by hand. This is the pillar guide to agentic SEO, with the supporting deep-dives beneath it.
Read the pillar guide
June 8, 2026 · 8 min read
AI SEO Tools in 2026: The Honest Buyer's Guide
Most "AI SEO tools" automate one slice and hand the rest back to you. Here's how to choose one that closes the loop — and what agentic SEO actually means.
June 8, 2026 · 8 min read
SEO Automation: What Actually Runs on Autopilot (and What Still Needs a Human)
A senior operator's guide to SEO automation: the three tiers, what's safe to hand off, and why an agent that runs the loop beats a pile of tools.
June 10, 2026 · 9 min read
SERP Analytics: Stop Watching Rankings, Start Acting on Them
SERP analytics is only useful if it ends in action. A triage framework for ranking movements, a real zero-click case, and how an agent closes the loop.
November 3, 2026 · 8 min read
Putting an SEO Agent Inside Your Dev Workflow
Most SEO fixes are code changes — so an AI SEO agent belongs in your dev workflow. How agent-opened pull requests, human review, and verified fixes work.
November 3, 2026 · 9 min read
What an Agentic SEO MCP Server Is and How One Works
A plain-English explainer of how an SEO MCP server works — what an agentic SEO MCP server actually is, the landscape that exists today, and why the loop it serves matters more than the protocol.
November 3, 2026 · 9 min read
Closed-Loop SEO: From Finding Issues to Verified Fixes
Closed-loop SEO treats a fix as done only when Search Console confirms it moved. The find → fix → verify → repeat method, and why verifying takes weeks.
June 15, 2026 · 10 min read
SEO KPIs: The Metrics That Prove the Work Worked (and the Vanity Ones to Drop)
Most SEO KPIs are lagging or vanity. The one that survives scrutiny is verified causal movement — did this fix move this query, confirmed in Search Console.
June 11, 2026 · 9 min read
SEO Competitor Gap Analysis: The Method an AI Agent Runs
A step-by-step SEO competitor gap analysis: find keyword, content, and performance gaps — and how an AI competitor gap analysis agent runs it continuously instead of quarterly.
June 13, 2026 · 9 min read
Enterprise SEO Software: A Buyer’s Comparison Guide
A buyer’s guide to enterprise SEO software: the four categories, a feature comparison matrix, real use cases, and the question every platform skips.
July 10, 2026 · 9 min read
Technical SEO Audit: The Checklist Nobody Verifies
A repo-first technical SEO audit checklist — crawl, index, canonicals, schema, CWV — with every fix verified in Search Console about three weeks later.
July 10, 2026 · 9 min read
Is SEO Dead? No — But the SEO Report Is
SEO isn't dead — the rankings-and-traffic report is. How zero-click and AI answers broke SEO's proxies, and the verified fix-and-prove model that survives.
July 10, 2026 · 9 min read
E-E-A-T SEO: Why Verifiable Experience Is the Lever That Works
E-E-A-T is not a score you set in a plugin — it is corroboration machines can verify. Why first-hand experience raises citation rates, and how to add it.
July 10, 2026 · 9 min read
Keyword Clustering: Why SERP Overlap Beats String Similarity
Keyword clustering by string similarity gets intent wrong. Learn the SERP-overlap method — group queries that return the same results — and plan by cluster.
July 10, 2026 · 9 min read
Semantic SEO: Own the Topic, Not the Keyword String
Google matches meaning, not strings. What semantic SEO really is — entities, relationships, full concept-space coverage — and why AI search raises the stakes.
July 10, 2026 · 9 min read
SEO ROI: The Honest Formula and Why It Can’t Steer the Work
SEO ROI is real but lagging. Get the honest formula, see why it can't judge a single fix, and the three-week verification loop that actually steers SEO.
July 10, 2026 · 9 min read
Topical Authority: Why Coverage Beats Content Volume
Topical authority is completeness plus corroboration, not post count. Map any topic to a finite done state — and see why half-covered topics never rank.
July 10, 2026 · 9 min read
Entity SEO: Become a Node AI Search Can Resolve and Cite
Search runs on entities, not keywords. Become a recognized entity — consistent identity, schema, sameAs, corroboration — so AI search can resolve and cite you.
July 10, 2026 · 9 min read
Machine Learning in SEO: What It Actually Does (and Doesn't)
What machine learning actually does in SEO — inside Google's ranking systems and in your own workflow: clustering, forecasting, anomaly detection, prioritization.
July 10, 2026 · 9 min read
Striking Distance Keywords: SEO’s Highest-ROI Play
Striking distance keywords rank at positions 8–20 — the cheapest clicks in SEO. The quick-win math, the Search Console pull, and why to run it as a loop.
July 10, 2026 · 9 min read
Autonomous SEO: What Actually Runs Without a Human
Autonomous SEO, honestly graded: the find-measure-verify loop already runs unattended — the fix stays human-gated. A five-level ladder for reading the hype.
July 10, 2026 · 9 min read
Autoblogging: Why Auto-Publishing at Volume Is Now a Liability
Autoblogging sells content at volume on autopilot — the exact pattern Google spent two years demoting. Why volume backfired, and the proven alternative.
July 10, 2026 · 9 min read
Programmatic SEO: Scale With Proof, Not Instead of It
Programmatic SEO works only when every templated page is backed by real demand and a verification loop. The two gates, the guardrails, and how to prune bloat.
July 10, 2026 · 10 min read
JavaScript SEO: How Google Renders JS and Where It Breaks
JavaScript SEO for the render era: how Google crawls and renders JS, the indexation traps, why JS redirects leak equity vs 301s, and a repo-first checklist.
July 10, 2026 · 9 min read
Looker Studio SEO Dashboard: The Lean Build and Its Hard Limit
Build a lean Looker Studio SEO dashboard — five tiles worth having, the vanity charts to delete, and the accountability gap no read-only report can close.
July 10, 2026 · 9 min read
Pagination SEO After rel=next/prev: The Honest Playbook
rel=next/prev is dead. How to handle paginated series, infinite scroll, and view-all for crawl and indexation — a repo-first checklist plus GSC verification.
July 10, 2026 · 10 min read
Faceted Navigation SEO: Decide Per Facet, Then Prove It
Faceted navigation turns filter clicks into millions of duplicate URLs. The per-facet decision framework and how to verify crawl waste actually dropped.
July 10, 2026 · 9 min read
Parasite SEO: Why Renting Authority Stopped Working
What parasite SEO is, why Google's site reputation abuse crackdown keeps deleting it overnight, and how to build first-party authority you actually own.
July 10, 2026 · 10 min read
Crawl Budget: When It Actually Matters (and When It Doesn't)
What crawl budget is, Google's real thresholds for when it matters, and the four levers — crawl traps, internal links, sitemaps, server health — that move it.
July 10, 2026 · 9 min read
Log File Analysis for SEO: See What Search Console Hides
Server logs are the only complete record of what Googlebot actually fetches. The method, the five findings that pay, and how each fix gets verified in GSC.
July 10, 2026 · 10 min read
SEO Split Testing: Verification by Another Name
SEO split testing is verification by another name: how page-group and time-based tests really work, what confounds them, and how the verify loop automates it.
Pillar guide · 7 min read
AI Search: AEO, GEO, and the Zero-Click Era
Search is being answered before the click. This is the pillar guide to AI search — what zero-click really changed, how AEO and GEO differ, and how to become the source AI answers cite, with the deep-dive beneath it.
Read the pillar guide
June 8, 2026 · 11 min read
Answer Engine Optimization: Get Cited by AI Search
Answer engine optimization (AEO) is how you become the source AI answers cite. A clear definition, AEO vs GEO, and a workflow you can actually run.
June 11, 2026 · 9 min read
Zero-Click Searches: What They Are and How to Win Anyway
Zero-click searches end on the results page. What the numbers really show, why the shift is structural, and the two-part response: get cited, win what remains.
June 11, 2026 · 9 min read
Generative Engine Optimization (GEO): What Actually Works
Generative engine optimization (GEO): how it differs from AEO and classic SEO, what actually influences AI answers, and which tactics are snake oil.
July 10, 2026 · 9 min read
AEO vs SEO: Why It's a Layer, Not a Replacement
AEO vs SEO is the wrong fight: answer engine optimization is a layer on the SEO foundation. Where they differ, where they don't, and how one page wins both.
July 10, 2026 · 9 min read
AI Search Optimization: The Real Levers and How to Measure Them
AI search optimization is classic relevance, extractability, and corroboration — measured in citations, not clicks. The levers, and how to prove they worked.
July 10, 2026 · 9 min read
LLM Optimization: Optimize the Inputs, Not the Black Box
LLM optimization is not prompt-guessing. Structure and corroborate the inputs AI engines retrieve, then measure whether you get cited — a verifiable loop.
July 10, 2026 · 8 min read
How to Rank in Google AI Overviews (It’s Not a New Trick)
AI Overviews overwhelmingly cite pages already on page one. The real lever: be the cleanest extractable source for queries you rank for — tradeoffs included.
July 10, 2026 · 9 min read
GEO vs SEO: The 80% Shared Core and the 20% That's New
GEO is measured in citations, SEO in rankings and clicks — yet ~80% of the work is shared. Map the common core, the GEO-specific 20%, and what to instrument.
July 10, 2026 · 10 min read
ChatGPT SEO: How to Get Cited, Not Ranked
ChatGPT doesn't rank pages — it retrieves and synthesizes. How to check whether ChatGPT cites your site today, and the moves that change the answer.
July 10, 2026 · 9 min read
Perplexity SEO: Turn Its Citations Into a Teardown Lab
Perplexity shows its sources inline — the one AI engine you can reverse-engineer. A hands-on teardown method: read its citations, find the pattern, apply it.
July 10, 2026 · 9 min read
How to Get Cited by AI: The 4 Properties of a Citable Passage
Citation is the new ranking. The four properties of a citable passage — extractable, corroborated, specific, current — plus a self-audit for your own pages.
July 10, 2026 · 9 min read
llms.txt: What It Is, Who Reads It, and Why Ship One Anyway
llms.txt explained without hype: what the standard is, the honest evidence no major AI engine reads it yet, and the one-hour case for shipping one anyway.
July 10, 2026 · 9 min
AI Search Engines in 2026: Who Cites You, and How to Prove It
Map the five AI search engines that matter in 2026 — Google AI Overviews, ChatGPT, Perplexity, Copilot, Gemini — how each cites sources, and how to measure it.
July 10, 2026 · 9 min
Bing Webmaster Tools: The AI Search Instrument You Ignored
Bing Webmaster Tools stopped being optional when ChatGPT and Copilot started answering from Bing's index. What it shows that Google hides, and how to use it.
Pillar guide · 10 min read
Claude for SEO: Run the Whole Loop, Not Just the Writing
Every "Claude SEO" result on page one is a prompt list. The real shift is that Claude can now hold the entire job — read your Search Console data, edit the actual source files, ship the PR, and re-check the number three weeks later.
Read the pillar guide
July 10, 2026 · 9 min read
Claude Code SEO: The Agent That Edits Your Site, Not Your Drafts
Claude Code turns SEO into repo work: read Search Console over MCP, edit titles, meta and schema in the source files, open PRs, verify the result weeks later.
July 10, 2026 · 9 min read
Claude SEO Prompts: 5 That Work — and Where They Stop
Five copy-paste Claude SEO prompts — striking-distance audit, title rewrites, briefs, clustering, competitor teardowns — and the honest line where prompts stop.
July 10, 2026 · 9 min read
Claude vs ChatGPT for SEO: An Honest Comparison
An honest Claude vs ChatGPT comparison for SEO work — context, tool use, writing, agent execution — from a team that builds on Claude and says so upfront.
July 10, 2026 · 10 min read
Claude Skills for SEO: Package the Procedure, Not the Prompt
What a Claude Skill actually is, the three SEO skills worth building first, and how skills, MCP, and a task board compose into an autonomous SEO operator.
July 10, 2026 · 9 min read
Claude for Technical SEO: Audit the Repo, Not the Crawl
How Claude does technical SEO from inside the repo: read next.config, sitemap, and JSON-LD, ship fixes as reviewed PRs, verify each one in Search Console.
July 10, 2026 · 10 min read
Claude for Keyword Research: The Right Division of Labor
Claude can't measure search volume — any volume it outputs is invented. What it's great at: clustering, gap analysis, and prioritizing real keyword data.
July 10, 2026 · 9 min read
Claude for SEO Content: SERP-First, Not Autoblogging
How to use Claude for SEO content that ranks and gets cited by AI: tear down the page-1 winners, outline the superset, gate on quality, verify in GSC.
July 10, 2026 · 10 min read
Best AI for SEO: Claude, GPT, or Gemini — an Honest Job-by-Job Answer
An honest job-by-job answer to the best AI for SEO: where Claude, GPT, and Gemini each win — and why the loop around the model matters more than the model.
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