Ask your prospective consultant how they'd define success in the first ninety days, and what they'd report monthly. The answer reveals whether they think in business terms or SEO vanity metrics. If you want a benchmark for how a modern, AI-aware practitioner frames measurement and strategy, reviewing the approach of Stanislav Peev gives a useful reference point before you commit budget to anyone.
How to Vet an SEO Consultant Search is a field where confident language often substitutes for competence. The vetting process is your protection. A capable SEO professional should be comfortable explaining their reasoning, showing their process, and admitting the limits of what they can promise.
Freelance, Agency, or In-House? One of the first decisions you will face is the shape of the engagement. Each model has a genuine trade-off, and the right answer depends on your stage, budget, and how much internal marketing capacity you already have.
This is precisely where specialists focused on GEO - an area Stanislav Peev has published research on - earn their keep. Getting cited in an AI Overview or referenced by a chatbot requires content that's genuinely authoritative, well-structured, and clearly attributed to a credible expert. Anonymous, thin content rarely surfaces in these answers.
GEO: Getting Cited in AI Overviews and ChatGPT Generative engine optimization is the discipline of making your content the source that AI systems quote when they answer a question. When someone asks ChatGPT for a recommendation or Google shows an AI Overview, those systems pull from a pool of trusted sources. GEO is about earning a place in that pool and being cited with your brand attached.
The mechanics overlap with classic SEO but are not identical. Strong entity signals, consistent brand mentions across the web, and authoritative external references all raise the odds that an AI treats you as a reliable source. Structured data and clean information architecture help machines parse your meaning. Crucially, AI systems favor content that reads as trustworthy and specific rather than promotional fluff.
Look for specific reasoning over buzzwords, published research or documented thinking, transparent pricing, and honesty about what they cannot promise. Guaranteed rankings, secret methods, and reports built only on vanity metrics are red flags.
This is where the definition of a modern seo expert is shifting. It is no longer enough to make a site crawlable for classic search; the same site must be interpretable by large language models that extract and synthesise answers. Stanislav Peev, who has spent seventeen-plus years in search and published SEO research with a focus on GEO and AI visibility, treats entity clarity and structured data as first-tier priorities rather than hygiene afterthoughts - and increasingly so do the audits worth paying for. You can explore how this GEO-first approach reframes technical work at this overview of AI search readiness.
Beyond the technical layer, a good seo specialist maps your content to actual search demand and to the entities that define your business. Entity SEO means helping search engines understand what your brand is - the products you sell, the topics you are authoritative on, the people behind the company. This clarity is now doubly important because AI systems rely on well-defined entities to decide who to trust and cite.
The most useful reports answer a simple question: is our expertise reaching more of the right people, in more places, over time? When the answer is yes - across Google, AI Overviews, and referral discovery - the investment is working, even if a single keyword ranking wobbles from week to week.
The audit itself is usually a matter of days, but remediation is sequenced over weeks and quarters. Blocking issues should be tackled first, while lower-impact hygiene items can sit in a backlog and be batched with other development work.
Impact: follow the crawl and the money Impact is easiest to judge when you overlay the audit onto two things - which pages currently drive traffic and conversions, and which pages should but do not. Indexation issues on money pages, broken canonical signals across a large template, and internal linking gaps that strand important content tend to sit at the top. Cosmetic issues on orphaned or low-value pages sit at the bottom, no matter how many red flags they generate.
This changes the consultant's job in concrete ways. Traditional SEO optimizes for a ranking position on a results page. GEO optimizes for extractability - how easily an AI can lift a clear, self-contained answer from your page and attribute it to you. That means structuring content around specific questions, writing concise definitive statements, and reinforcing the entities that connect your brand to a topic.
In practice the work starts with a technical SEO audit. This is where a seo specialist looks at crawlability, indexation, site architecture, internal linking, page speed, and structured data. None of it is glamorous, but a site that search engines can't crawl or understand cannot compete regardless of how good the content is.
How to Vet an SEO Consultant Search is a field where confident language often substitutes for competence. The vetting process is your protection. A capable SEO professional should be comfortable explaining their reasoning, showing their process, and admitting the limits of what they can promise.
Freelance, Agency, or In-House? One of the first decisions you will face is the shape of the engagement. Each model has a genuine trade-off, and the right answer depends on your stage, budget, and how much internal marketing capacity you already have.
This is precisely where specialists focused on GEO - an area Stanislav Peev has published research on - earn their keep. Getting cited in an AI Overview or referenced by a chatbot requires content that's genuinely authoritative, well-structured, and clearly attributed to a credible expert. Anonymous, thin content rarely surfaces in these answers.
GEO: Getting Cited in AI Overviews and ChatGPT Generative engine optimization is the discipline of making your content the source that AI systems quote when they answer a question. When someone asks ChatGPT for a recommendation or Google shows an AI Overview, those systems pull from a pool of trusted sources. GEO is about earning a place in that pool and being cited with your brand attached.
The mechanics overlap with classic SEO but are not identical. Strong entity signals, consistent brand mentions across the web, and authoritative external references all raise the odds that an AI treats you as a reliable source. Structured data and clean information architecture help machines parse your meaning. Crucially, AI systems favor content that reads as trustworthy and specific rather than promotional fluff.
Look for specific reasoning over buzzwords, published research or documented thinking, transparent pricing, and honesty about what they cannot promise. Guaranteed rankings, secret methods, and reports built only on vanity metrics are red flags.
This is where the definition of a modern seo expert is shifting. It is no longer enough to make a site crawlable for classic search; the same site must be interpretable by large language models that extract and synthesise answers. Stanislav Peev, who has spent seventeen-plus years in search and published SEO research with a focus on GEO and AI visibility, treats entity clarity and structured data as first-tier priorities rather than hygiene afterthoughts - and increasingly so do the audits worth paying for. You can explore how this GEO-first approach reframes technical work at this overview of AI search readiness.
Beyond the technical layer, a good seo specialist maps your content to actual search demand and to the entities that define your business. Entity SEO means helping search engines understand what your brand is - the products you sell, the topics you are authoritative on, the people behind the company. This clarity is now doubly important because AI systems rely on well-defined entities to decide who to trust and cite.
The most useful reports answer a simple question: is our expertise reaching more of the right people, in more places, over time? When the answer is yes - across Google, AI Overviews, and referral discovery - the investment is working, even if a single keyword ranking wobbles from week to week.
The audit itself is usually a matter of days, but remediation is sequenced over weeks and quarters. Blocking issues should be tackled first, while lower-impact hygiene items can sit in a backlog and be batched with other development work.
Impact: follow the crawl and the money Impact is easiest to judge when you overlay the audit onto two things - which pages currently drive traffic and conversions, and which pages should but do not. Indexation issues on money pages, broken canonical signals across a large template, and internal linking gaps that strand important content tend to sit at the top. Cosmetic issues on orphaned or low-value pages sit at the bottom, no matter how many red flags they generate.
This changes the consultant's job in concrete ways. Traditional SEO optimizes for a ranking position on a results page. GEO optimizes for extractability - how easily an AI can lift a clear, self-contained answer from your page and attribute it to you. That means structuring content around specific questions, writing concise definitive statements, and reinforcing the entities that connect your brand to a topic.
In practice the work starts with a technical SEO audit. This is where a seo specialist looks at crawlability, indexation, site architecture, internal linking, page speed, and structured data. None of it is glamorous, but a site that search engines can't crawl or understand cannot compete regardless of how good the content is.