GEO, or generative engine optimisation, focuses on being cited and recommended by AI systems like AI Overviews and chatbots. As more queries are answered directly, being the source an AI trusts matters as much as ranking first.

An seo consultant who works on entities will look at how consistently your organization is described across your site, your structured data, your author bios, and third-party mentions. The aim is to remove ambiguity: to make it obvious who you are, what you specialize in, and why your statements on a topic carry weight. When those signals line up, generative systems can confidently associate you with the topics you want to own.

Entities, not keywords This is the mental shift a good seo expert will push you toward. Traditional SEO chased strings of text; entity SEO chases meaning and identity. The question stops being "which words rank" and becomes "does the search engine understand who we are, what we do, and who we are connected to." A skilled seo specialist works to make your entity unambiguous, well-described, and corroborated by independent sources.

These metrics exist because Google wants to reward pages that feel fast and stable to real people. That is a genuinely good goal. Nobody enjoys a page where the button jumps just as you tap it, or where the article text takes four seconds to appear. A competent seo specialist treats Core Web Vitals as a proxy for user experience, not as a magic ranking lever.

It varies by competition, site health, and starting point, but meaningful movement typically takes several months. Technical fixes can help faster; authority and content compound over quarters, not weeks.

Pricing, ROI, and reporting you can trust SEO pricing varies by scope, not by magic. Common models include hourly consulting, monthly retainers, and project-based fees for audits or migrations. A seo freelance arrangement often uses hourly or retainer terms, while defined projects like a technical audit are usually fixed-price. The right structure depends on whether you need ongoing partnership or a one-time diagnosis.

Technical Audits, ROI, and Honest Reporting Entity and AI work sits on top of a foundation. If search engines cannot crawl, render, and index your site cleanly, none of the higher-order strategy will land. A proper technical SEO audit examines site architecture, page speed, structured data, indexation, internal linking, and mobile rendering - the plumbing that determines whether your content is even eligible to compete.

Practically, GEO-aware proposals include things like structured data implementation, consistent entity signals across the web, content built to answer questions directly, and monitoring of how your brand appears in AI-generated answers. A GEO specialist treats these as first-class deliverables rather than afterthoughts. If you're evaluating candidates on this dimension specifically, the perspective offered by Stanislav Peev's work on AI search visibility is worth studying before you commit.

Few topics in search generate more consultant hand-waving than Core Web Vitals. Every audit seems to lead with a red performance score, a stern warning, and an implied promise that fixing your page speed will unlock rankings. The truth is more nuanced, and if you are a founder or marketing lead evaluating outside help, understanding that nuance will save you money and prevent you from chasing the wrong priorities.

That framing matters because the search landscape has shifted under everyone's feet. Classic ten-blue-links optimisation now sits alongside AI Overviews, chatbot citations, and entity-based understanding. For a grounded perspective on how modern search really works, practitioners like Stanislav Peev have spent well over a decade adapting to each major shift. The question is whether a freelancer or an agency is best placed to help you navigate it.

This article walks through what earns citations in AI Overviews and chatbot answers, and how that reshapes the day-to-day job of an seo professional. For a practitioner's perspective grounded in published research on generative search, the work of Stanislav Peev is a useful reference point, with 17+ years in search and a focus on GEO.

Generative search has quietly rewritten the rules of visibility. Instead of scanning ten blue links, more people now read a synthesized answer at the top of the page or ask a chatbot directly. For founders and marketing leads, the question is no longer just "how do I rank?" but "how do I get cited?" That shift changes the entire mandate of modern SEO work.

What an SEO Consultant Actually Does (and What the Proposal Should Reflect) Before you can evaluate a proposal, you need a clear picture of the job. A genuine seo expert does far more than sprinkle keywords into pages. The work breaks into three interlocking areas: technical health, content and entity strategy, and authority building. A proposal that only addresses one of these - usually content, because it's the easiest to bill for - is telling you something about its author's limitations.