Matthew KelloggReputation · AI · SEOReserve a consultation

About

Twelve years of applied SEO discipline in high-stakes verticals.

Matthew Kellogg, search operator

Matthew Kellogg

Operator and architect — reputation, SEO, AI search

I have spent twelve years in search, running SEO for clients as an operator and building high-ticket affiliate SEO in parallel. Both tracks are still running. Same skill, two applications.

The client work anchors the practice. I work with established professionals and the organizations behind them, in verticals where the commercial keywords are contested and every position converts to measurable business.

Reputation management is the same discipline pointed at a different objective. Instead of ranking a commercial keyword to acquire new business, I rank owned properties and verified platform presences to shape what people find when they search a name or a brand.

  • Twelve years of continuous client SEO, still running
  • Nine years of high-ticket affiliate SEO in parallel, multi-seven-figure revenue generated
  • Five-plus clients under active engagement for nine-plus years; average client retention exceeds five years
  • Position 1–3 held for three and four-plus years on national SEO engagements
Years ranking commercial keywords
12
Year average client retention
5+
Clients at nine-year retention
5+
Largest client contract generated by a single lead
$2M+

Where I’ve operated for twelve years

The affiliate era — high-ticket financial and relationship offers

Applied SEO discipline through affiliate SEO for nine years and counting, including five years specifically in high-ticket financial services for reputable firms serving high-net-worth retirement account clientele. Both financial services programs remain active. Across five continuous years, the applied discipline in that niche has produced $2.4M+ in attributable revenue for the firms — warm-to-luke-warm buyer intent traffic in one of the most competitive niches in commercial SEO. The affiliate era developed the skillset that transfers to any high-stakes vertical: applied SEO discipline in a niche where sophisticated buyers evaluate carefully and the work has to earn ranking on merit.

The agency era — commercial keyword ranking for established practices

Twelve years of continuous client SEO, running in parallel with the affiliate track. The client roster runs to established professionals and the organizations behind them — established practices where commercial keywords are contested, ranking positions carry real business weight, and the wrong practitioner can cost more than they add. Client engagements average five-plus years, with several relationships in year nine and still active. Position 1-3 held for three and four-plus years on national SEO engagements across contested commercial terms. Retention that long is the direct behavioral signal — clients who see the applied discipline producing business outcomes over time stay engaged.

The current era — reputation management, SEO, and AEO coordinated

The current era brings reputation management, SEO, and AEO under one applied discipline. The three services can be engaged independently — most clients start with one and add another as the work develops — but the underlying skill is the same across all three. Search algorithms and AI answer engines respond to the same signals: entity authority, contextual match between the sources referring traffic and the destinations receiving it, and the durability of the work behind both. When a professional's name search shows negative content on page 1, when a firm's commercial keywords lose ground to a competitor's content, when an AI assistant cites the wrong source in response to a category question — these are three surfaces of the same problem. Solving them takes the same discipline pointed at different objectives.

What I believe about search, reputation, and AI-mediated retrieval

Why reputation management is applied SEO

Reputation management and SEO look like different services from the outside — one addresses damaged search results, the other builds new ones. From the inside, they run on the same mechanics. Both work by ranking specific properties above other properties. Both depend on entity authority, contextual match, and the durability of the signals behind the work. Online reputation management focuses on suppressing negative, unwanted, or unrelated content off page 1 of a personal name or brand name search. Commercial SEO ranks a service page above competing service pages on a category search. Same ranking mechanics. Different objective. Treating them as separate disciplines runs the same play twice with different names — and usually leaves one of them under-executed because the other one is claiming the specialist framing.

What disciplined execution looks like in ranking work

Ranking is a system of signals, and the signals compound. Contextual match between where a link comes from and where it points. Entity authority built through consistent presence across sources that already carry weight. On-page structure that gives search algorithms and AI answer engines something they can parse and cite. Off-page depth that earns credibility from sources with existing topical authority. Technical foundation that lets the work be found without friction. Disciplined execution is treating all five as one integrated system rather than as separate checklists. The practitioners who ship consistent results in contested verticals are the ones who understand how the signals stack — and what breaks when one of them gets neglected.

How search algorithms reward durable authority

Search algorithms and AI answer engines are built to identify sources that hold up over time. Consistency across surfaces, cited sources, sustained presence in a topical area, retention of high positions across algorithm updates — these produce the signal that a source is durable, not just optimized for the current moment. Short-term ranking work built on tactical mechanics can rank quickly and rank temporarily. Durable authority takes longer to establish and rewards for longer once it is. The verticals where the work has to matter across years — established professional services, high-consideration commercial categories, personal reputation for career-length professionals — are exactly the verticals where durable authority is the only version of ranking that actually pays back.

How I think about executing the work directly

Why direct operator delivery matters

The applied SEO discipline that produces sustained ranking in contested verticals runs on judgment that compounds across years of practice — recognizing which signals matter for a specific vertical, which competitors are winning through what mechanics, when a ranking is durable and when it is fragile, which client situations call for aggressive work and which call for patient positioning. Delegating that judgment to a junior practitioner means delivering junior judgment on client work that requires senior competence. Delegating it across time zones and language barriers introduces translation risk into work where precision matters. Direct operator delivery keeps the judgment intact from evaluation through execution. It also keeps the responsibility intact — the person doing the work is the person accountable for whether it produces results.

What communication looks like

Direct operator communication in an engagement means the person doing the SEO, reputation, or AEO work is the person on the client call, in the strategy email thread, and answering the client's questions about what is happening and why. Not a project manager relaying answers. Not a junior analyst summarizing the senior practitioner's work. The client asks a question and gets the answer from the practitioner whose judgment produced the work. That has practical consequences. Strategy shifts get evaluated in real time by the person capable of evaluating them. Client observations about business changes get processed by the practitioner who can adjust the work accordingly. Nothing gets lost in translation because there is no translation layer.

The trade-off is scale. One operator can only sustain a limited client roster this way, and communication runs on structure rather than on-demand phone access. Client engagements run through a project management platform with chat and email response within 48 hours, regular milestone reporting through a client dashboard, and Zoom meetings monthly for the first three months and quarterly after that. Clients who need on-demand phone access or daily availability from their SEO practitioner are not a fit for how the practice operates. Clients who value senior judgment on their work and structured, reliable communication are.

When people reach out

When people call about reputation

People call because they can see their reputation problem on page 1. A search for their personal name or company brand name returns negative content — news, a lawsuit filing, a regulatory action, a critical review, a personal attack, or an old story that keeps ranking. Sometimes they found it themselves during a routine self-search. Sometimes a referral partner or an employee flagged it. Sometimes a prospective client asked about it. The underlying situation might be true, false, disputed, resolved, or exaggerated. What drives the conversation is that it's visible where prospects, referrals, and current relationships can see it. Suppressing negative search results off page 1 is what I do. Building general brand reputation for professionals with weak SERPs but no active negatives is a different service that runs on different mechanics.

When people call about SEO

SEO conversations start when the ranking situation is competitive enough that the business outcome depends on getting it right. A firm's category is contested by direct competitors ranking above them for terms that convert. A new practice is entering a vertical where the established players have owned the top positions for years. A national commercial keyword cluster has strategic weight and current performance is not producing the revenue the business needs. Sometimes the trigger is a recent slippage — Google's algorithm updated and a durable ranking position lost ground. Sometimes it's a new market or a new service line that needs SEO built from the ground up. The pattern is that the ranking work has to matter to the business — established professionals, contested verticals, real business consequences riding on whether the position holds.

When people call about AI search

AI search runs on different mechanics than traditional search. There are no ranking positions to occupy and no negatives to push down from them. LLMs like ChatGPT, Claude, Perplexity, and Google's AI Overview generate answers, and the question is what those answers contain about you.

Two conversation triggers show up.

The first: category-level prompts about a service or industry return answers that don't cite or mention you at all, or cite competitors instead. Someone asks the LLM about reputation management specialists for financial advisors, and the answer surfaces other names. The professional or company recognizes that AI-mediated discovery is a growing share of how prospects find and evaluate them, and current AI visibility is not producing the citations or mentions that reflect their actual authority in the category.

The second: branded prompts about the professional or company by name return answers that contain negative or inaccurate content. The LLM is generating context about them — pulled from across the sources it draws from — and that generated context is damaging. This is not a SERP suppression problem. LLMs synthesize what they say from all sources they pull from on the internet, and the strategy is helping the LLM understand the entity accurately across those sources. Foundational SERP suppression is part of that formula because LLMs pull from search results. But the primary work is entity understanding across every source the LLM draws from — not SERP position work.

Both trigger patterns run on the same applied SEO discipline as traditional SEO and ORM, adapted for how AI models retrieve, synthesize, and cite sources.

Every search result is a piece of how you're being found or evaluated. The ones that matter most are worth building on purpose.