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AI Search
AI Search Optimization: How to Get Found and Cited in AI Answers
A practical guide to AI search optimization: how it relates to SEO, AEO and GEO, the steps worth doing, how to measure, and what no one can promise.
How an SEO agency runs delivery, and how AI search changes it.
If you are new here, start with the three AI search guides: AI SEO, AI search optimization and generative engine optimization. The agency operations posts come next. They draw on running delivery for white label partners, and the clearest examples are in SOPs, capacity planning and utilization. Each operations topic has an SEO, AEO and GEO version, and what changes is the unit of work: pages and rankings, questions and citations, entities and outside sources.
Featured
AI Search
AI SEO: What It Means, Where It Helps and Where It Hurts
AI SEO covers two different jobs. This guide explains the difference, where AI helps and hurts SEO delivery, and what it changes for agency operations.
Oct 2026 · 10 min read
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AI Search
Generative Engine Optimization: How LLMs Retrieve, Synthesize and Mention Brands
What generative engine optimization is, how language models retrieve and synthesize answers, what you can influence, and how GEO differs from AEO.
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AI Search
AI SEO Automation: Start With the 70 Percent of Review Time That Is Rule Checking
AI SEO automation should take over rule checking before anything else. A three-week review log showed which share of senior time that is.
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AI Search
AI AEO Automation: Four Measurement Mistakes It Makes Easy, and the Guard for Each
AI AEO automation makes noisy answer data look precise. Four common measurement mistakes, a variance example and the guard against each.
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AI Search
AI GEO Automation: Script the Checking, Never the Corroboration
AI GEO automation can check entity facts and log mentions. It must never manufacture corroboration. A simple test shows where the line sits.
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AI Search
AI Agents for SEO: When a Correct Finding Still Gets Rejected
AI agents for SEO suit diagnosis. A hypothetical review session shows how a correct finding gets rejected, and what gates and records follow.
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AI Search
AI Agents for AEO: Let a Script Collect and an Agent Check the Brand Facts
AI agents for AEO belong on stored data. A discrepancy-listing pilot shows how to track whether the agent can be trusted.
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AI Search
AI Agents for GEO: Name Collisions, Unequal Sources and How to Test the Agent
AI agents for GEO are most useful for name collisions and for weighing unequal sources. A 20-source pilot shows how reliable one is.
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Agency Operations
SEO Agency Operations: Time the Gaps Between Stages, Not Just the Work
SEO agency operations in six stages, with a symptom for each and a simple way to time the waits between stages.
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Agency Operations
AEO Agency Operations: The Monitoring Load Nobody Puts in the Capacity Plan
AEO agency operations include a recurring monitoring load that SEO plans leave out. A worked example, with invented numbers, shows how to size it.
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Agency Operations
GEO Agency Operations: Running Work That Takes a Quarter to Show
GEO agency operations are built around slow feedback and sources you do not control. Monthly checks, a quarterly narrative and an escalation date make it workable.
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Agency Operations
SEO Agency SOPs: The Checklist With Evidence and the Log That Improves It
SEO agency SOPs that work have pass-or-fail checks. A checklist with evidence and an exception log show how to build them.
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Agency Operations
AEO Agency SOPs: Why the Prompt Set Has to Be Frozen, and the Procedures Built Around It
AEO agency SOPs depend on one rule: freeze and version the prompt set. Here is the version log, the procedures to write and a writer-run QA gate.
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Agency Operations
GEO Agency SOPs: The Stop-Waiting Rule and the Misstatement Ticket
GEO agency SOPs must handle work that waits on third parties. The stop-waiting rule and the misstatement ticket are the two worth writing first.
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Agency Operations
SEO Delivery Management: How to Run Client Work Day to Day
SEO delivery management is how client work moves from plan to live with a check at every step. The core move is to write the standard down and enforce it at the point of creation.
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Agency Operations
AEO Delivery Management: Running Answer Engine Work for Clients
AEO delivery management is how an agency runs question-led work when the result is a sample, not a rank. Here is how it differs from SEO and GEO delivery.
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Agency Operations
GEO Delivery Management: Running Generative Engine Work
GEO delivery management is how an agency runs work that depends on publishers and directories it does not control. The pipeline is the central tool.
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Agency Operations
SEO Agency Capacity Planning: Find the Bottleneck Before You Hire
SEO agency capacity planning starts by finding which stage limits output. For my team it was senior review, and the fix raised capacity without a hire.
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Agency Operations
AEO Agency Capacity Planning: Staffing Answer Engine Work
AEO agency capacity planning starts with one multiplication: questions times engines times runs. Small changes in that count decide how many clients a specialist can carry.
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Agency Operations
GEO Agency Capacity Planning: Staffing Generative Engine Work
GEO agency capacity planning has to allow for a heavy first month and for outside publishers who reply on their own schedule. Staggering client starts is the main lever.
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Agency Operations
SEO Agency Profitability: Where Margin Is Made and Lost
SEO agency profitability is decided by where hours go, and one of the biggest leaks is senior time spent re-checking junior work. A simple model shows the effect.
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Agency Operations
AEO Agency Profitability: Price the Sampling, Protect the Margin
AEO agency profitability turns on one question: who pays for the extra checks? A three-scope model with invented numbers shows how much margin that decides.
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Agency Operations
GEO Agency Profitability: Where Margin Is Made and Lost
GEO agency profitability is a timing problem. Foundation costs land early and evidence arrives late, so what you bill in month one decides whether a cancellation hurts.
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Agency Operations
SEO Team Structure: Define Roles by Where the Standard Lives
SEO team structure is easiest to judge by who holds the quality standard. A role table and a hypothetical rewiring of a seven-person team show how to assign it.
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Agency Operations
AEO Team Structure: The Sampler Role and Who Should Hold It
AEO team structure is mostly stretched SEO roles plus one new one, the sampler. The role only works if nobody can change the question set under pressure.
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Agency Operations
GEO Team Structure: Why Corroboration Needs Its Own Owner
GEO team structure works when someone owns outside mentions with a ceiling on hours, and when the site and every outside mention are checked against one written entity sheet.
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Agency Growth
SEO Agency Pricing: How to Price SEO for Your Own Clients
How an agency should set SEO agency pricing for its own clients: the four pricing models, what the number should rest on, and why hours stop working as your team gets faster.
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Agency Growth
AEO Agency Pricing: How to Quote Answer Engine Work
How to set AEO agency pricing for your clients when appearing in ChatGPT, Gemini, Perplexity and AI Overviews answers is hard to measure and impossible to guarantee.
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Agency Growth
GEO Agency Pricing: How to Price Generative Engine Work
How to approach GEO agency pricing when the work is long-horizon, much of it happens off the client's site, and no one can promise a model will mention a brand.
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Agency Operations
Building the AI-Augmented Agency: What a Bot Should Own and What a Person Should
A simple test for the AI-augmented agency: does this step follow a rule, or does it need judgment? Rules go to templates and tools. Judgment stays with people.
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Agency Operations
Every Efficiency Gain Your Team Makes Is Costing You Money
The retainer model punishes every process improvement and AI-assisted workflow gain your team makes. Here's the two-layer commercial architecture that removes your revenue ceiling without giving up your margin floor.
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Agency Operations
You Don't Have an Agency. You Have a Staffing Arrangement.
Revenue is up, headcount is up faster, and margins are quietly collapsing. Why bespoke SEO delivery is a structural liability, and how to productize your fulfillment pipeline without losing what clients pay you for.
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AEO Strategy
Why Your Best Page Might Never Get an AI Citation (and How to Fix It)
Ranking #1 in Google doesn't guarantee a mention in ChatGPT or an AI Overview. Here's the structural gap most sites don't know they have.
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Agency Operations
Your Agency's Utilization Looks Fine. Your Margin Doesn't. Here's Why.
Utilization can read 75% while margin falls. Here's the mechanism, and what to check before you hire another manager.
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Agency Operations
What's a Good Utilization Rate for a Marketing or SEO Agency?
Benchmarks by team structure, a worked calculation, and what to do when your number is off. Published sources cited, a rough range labeled as mine.
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AEO Strategy
AI Answer Engines: What They Are and Why Your Clients Are Asking About Them
A short explainer for agencies and their clients: what AI answer engines are, why a competitor can be named when you aren't, and a five-minute check to run.
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Agency Operations
Should You Outsource Your Agency's SEO?
Should your agency outsource SEO or build it in-house? Three numbers to pull before you decide, and the one test to run first.
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Agency Operations
White Label SEO vs. In-House Team
White label SEO vs. building an in-house team: cost, control, speed and quality, with a worked twelve-month example of how each cost curve behaves.
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Agency Operations
Why I Don't Publish Pricing
Looking for white label SEO pricing? Why it isn't published here, the five things that decide a quote, and what to bring to a call.
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