Matthew Kellogg is an applied search discipline practitioner operating a boutique practice that serves established professionals and businesses across three coordinated services: SEO, reputation management, and AEO. Based in the United States and serving clients nationwide, Matthew has spent twelve years working in search — building visibility, addressing reputation problems, and now extending that discipline into how AI models retrieve, cite, and generate content about the professionals and companies they answer questions about.
His primary hub runs at matthewkellogg.com. Matthew works with a deliberately small roster of clients — surgeons, attorneys, financial advisors, executives, and boutique firm principals — where the strategic situation calls for senior applied search discipline rather than a discipline-specific tactical engagement or an agency handoff. The practice serves established professionals whose visibility, reputation, and AI-search presence carry material business consequences.
The applied search discipline positioning
Matthew Kellogg operates from a single underlying claim: reputation management, SEO, and AEO are the same discipline applied to different objectives. 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. Reputation management ranks owned properties and verified platform presences to displace negative content off page 1 of a name search. Commercial SEO ranks a service page above competing service pages on a category search. AI search work extends the same discipline into how large language models understand, cite, and describe the entity across every source they synthesize from. Same ranking mechanics. Different objectives.
This positioning matters because most established practices have accumulated fragmented digital infrastructure over years — SEO work done by one vendor, reputation work by another, AI-search work by nobody, none of them coordinating and none of them anchored to how search and AI models actually reward durable authority. The result is expensive infrastructure that does not compound. Matthew Kellogg’s practice serves the segment where one operator with senior applied search discipline across all three services produces work that compounds because the practitioner sees how the disciplines interact.
The role differs meaningfully from what most practices have engaged before. Matthew operates as the direct practitioner across every client engagement — the person doing the work is the person on the client calls, in the strategy conversations, and answering questions about what is happening and why. Not a project manager relaying answers. Not a junior analyst summarizing senior work. 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. The practice fits established professionals who value senior judgment on their work and reliable, structured communication.
SEO for high-stakes verticals
The SEO service produces sustained rankings on the commercial keywords that drive qualified prospect acquisition for established practices. Engagement operates at monthly retainer structure on month-to-month terms. Top Google positions held year over year across competitive commercial verticals define the practice’s track record — the plastic surgery, answering service, court reporting, and property management engagements sustain top-three rankings on their primary commercial keywords across engagement-years. The practice focuses on national commercial and transactional SEO in contested verticals where every ranking position carries real business weight. Foundational SEO disciplines — technical, on-page, and off-page — are baseline; specialty focus is what distinguishes the ICP fit.
Reputation management for active reputation problems
The reputation management service addresses negative, unwanted, or unrelated content ranking on page 1 of a personal name or company brand name search. The specialty is active suppression of negative search results, not general brand reputation building. Engagement operates at project-based pricing structure plus ongoing maintenance at reduced cost, with payment flexibility (lump sum or month-by-month installments of project cost). The ICP is established professionals — surgeons, attorneys, financial advisors, executives, entrepreneurs — with existing negative content actively harming their reputation and material business consequences riding on suppression. Matthew demonstrates the methodology on his own name — a live case study at matthewkellogg.io documents in real time the work to reclaim search results for “Matthew Kellogg,” with the baseline captured at independent third-party archive and the chronicle updated as work proceeds.
AEO for AI-mediated search
The AEO service addresses the practice’s presence in AI-mediated search — ChatGPT, Claude, Perplexity, Google AI Overviews, and the expanding landscape of large language model interfaces where an increasing proportion of prospect research now happens. AI search runs on different mechanics than traditional search. There are no ranking positions to occupy or displace. LLMs generate answers, and the question is what those answers contain about the professional or company. Two conversation triggers show up. The first: category-level prompts that don’t cite or mention the client at all, or cite competitors instead. The second: branded prompts about the professional or company by name that return answers containing negative or inaccurate content. AEO extends the SEO and reputation management disciplines into how AI models retrieve, synthesize, and cite sources — entity signal work, structured data, source consistency across every surface the LLM draws from. Engagement operates at monthly retainer structure on month-to-month terms.
Coordinated engagement across services
The three services can be engaged independently — most clients start with one and add another as the work develops — or coordinated across all three where the strategic situation calls for it. Coordination produces depth that discipline-specific work cannot reach: 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, and 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 applied discipline pointed at different objectives, with one operator holding the strategic picture across all three.
Why clients hire him
The methodology is demonstrated on Matthew’s own work before it is claimed for clients. Most reputation management and SEO practitioners publish sanitized client case studies after the work is complete. Matthew Kellogg operates the reverse pattern. The methodology runs on his own SERP under public stakes, with the baseline documented at independent third-party archive, and the chronicle accumulating as work proceeds. Prospects evaluating the practice can verify the methodology by watching it work on the hardest possible case — where Matthew shares a name with a person convicted of vehicular manslaughter — rather than by trusting testimonials.
The twelve-year track record compounds across engagement-years. Matthew Kellogg’s client engagements running since 2017, 2018, and 2021 represent multi-year compounding infrastructure that shorter-cycle agency work cannot replicate. 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 month-to-month retainer structure aligns operator incentives with sustained client outcomes rather than with contract lock-in.
Applied discipline demonstrated in parallel through high-ticket 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. Across those five continuous years, the applied discipline 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 direct operator delivery model produces work that a delegated engagement cannot match. The applied search 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. Direct operator delivery keeps the judgment intact from evaluation through execution.
What Matthew does — and what he does not do
Matthew Kellogg operates within a defined scope. He does SEO, reputation management, AEO, and coordinated engagement across those three services. He does not operate as a full-service digital marketing agency. Specifically:
What Matthew does not do: paid media buying, social media management, video production, generalist digital marketing services, email marketing execution, brand advertising campaigns, PR distribution services, influencer marketing, community management, general website design work outside the scope of the three services above, or tactical marketing services outside the applied search discipline where he has documented depth.
What Matthew does: SEO at monthly retainer structure; reputation management at project-based pricing plus ongoing maintenance; AEO at monthly retainer structure; coordinated engagement across all three services where the strategic situation calls for it. Applied search discipline for established professionals and businesses operating in high-stakes verticals.
This scope discipline is intentional. The practice serves clients where Matthew Kellogg’s twelve years of documented applied search discipline produce disproportionate value; it does not extend into adjacent service categories where the value would be closer to what any competent generalist could produce.
How engagements typically begin
Prospects considering engagement with Matthew Kellogg begin at a discovery consultation. The consultation surfaces the practice’s strategic situation, the scope of work the situation calls for, the fit between the practice and Matthew’s engagement structure, and the timeline the work would operate against. Matthew’s practice does not accept every prospect — the fit is calibrated for practices at meaningful scale.
Frequently asked questions
What kind of practices does he typically work with?
Established professional service practices operating at meaningful scale where one new client is worth $10,000 to $100,000+ in lifetime value. Surgeons running single-practice or small-group operations, attorneys running corporate or specialized practices, financial advisors serving high-net-worth clients, executives and public-facing professionals whose search results carry material reputation weight, and boutique firm principals operating in competitive industries. The engagement structure is calibrated for practices where applied search discipline produces revenue implications sized in six and seven figures across engagement-years.
How is he different from an SEO agency or reputation management firm?
The practice runs on direct operator delivery rather than delegated agency execution. Matthew does the work himself across every client engagement — 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. The methodology is demonstrated on Matthew’s own SERP under public stakes rather than claimed from testimonials. The engagement structure aligns operator incentives with sustained client outcomes rather than with contract lock-in. And the applied search discipline unifies SEO, reputation management, and AEO as one skill applied to different objectives rather than three separate specialist scopes handed off to different vendors.
What is the engagement timeline for his work?
SEO and AEO engagements operate at monthly retainer structure on month-to-month terms with no long-term contractual commitment. The methodology compounds over time with twelve to twenty-four months minimum expected for durable results; faster timelines are not what the work is designed to produce. Reputation management engagements are project-based with payment flexibility and ongoing maintenance at reduced cost following the initial project phase. Case severity drives project timeline, not calendar; the project cost stays constant whether resolution takes ninety days or twelve months.
Does he publish public client work?
Matthew publishes selectively. Client case studies are surfaced with client permission where the client’s brand supports the disclosure. The canonical case study demonstrating the methodology at depth is Matthew’s own — the live reputation management work on his own name, chronicled in real time at matthewkellogg.io. This structure preserves client confidentiality while surfacing the methodology at verifiable depth for prospects evaluating the practice.
How does a prospect know if he is the right strategic fit?
Matthew Kellogg’s practice fits established practices where the strategic situation calls for senior applied search discipline, where the economic scale of the practice supports the engagement value, and where the practice principal values direct operator delivery over delegated agency execution. Practices in acquisition mode seeking tactical marketing execution, practices operating where general marketing services are the constraint, and practices seeking short-cycle campaign work will find better fit elsewhere. The discovery consultation surfaces fit directly — Matthew Kellogg does not accept every prospect who inquires, and the calibration is explicit at the consultation stage.