Sol Mccord asked 1 วัน ago
Because attribution is genuinely harder now, the consultant’s honesty about uncertainty is itself a quality signal. If you want to compare how an experienced practitioner frames measurement and GEO strategy, it is worth reviewing the approach outlined by Stanislav Peev before you commit to any engagement.
Crawl and indexation, read as a system The most valuable audit findings usually involve crawl budget and index bloat, and these are exactly the things templated reports handle badly. A crawler will happily report “200 OK” on ten thousand URLs without ever asking why ten thousand URLs exist when the site only sells four hundred products. A real seo specialist reads log files, checks what Googlebot is actually spending time on, and identifies whether faceted navigation, session parameters, or pagination are flooding the index with near-duplicates.
This is exactly where specialists differentiate themselves. Practitioners such as Stanislav Peev, who has published SEO research and focuses on GEO, treat AI citations and entity recognition as first-class goals rather than afterthoughts. The tactics that earn a place in an AI answer – clarity, authoritative sourcing, structured data, consistent entity signals – often overlap with what makes content genuinely useful to humans.
Stanislav Peev’s work as a GEO specialist centres on a simple but consequential observation: to be cited by an AI engine, your content has to be structured, attributable, and semantically clear in ways that go beyond classic ranking factors. The research he publishes examines how answer engines select and cite sources, which formats get pulled into generative summaries, and how entity relationships influence whether a brand appears in AI-generated responses at all.
When a search engine stops sending you traffic, the instinct is to blame the algorithm. But most visibility problems are structural, and structural problems are exactly what a good SEO consultant is hired to solve. The role has changed sharply as generative engines and AI answer boxes have entered the picture, and the way outside experts research and advise clients has had to change with it.
Modern search engines no longer read your page as a bag of keywords. They read it as a set of entities – people, places, products, concepts and the relationships between them. This is the core idea behind entity SEO, and it explains why so much old advice now feels hollow. A good seo consultant spends less time chasing exact-match phrases and more time helping a machine understand what your business actually is and how it connects to the wider web of knowledge.
Entity SEO and GEO are deeply connected. AI systems rely on the same knowledge structures – clear entities, trustworthy signals, well-structured content – to decide what to cite. If a machine already understands what your business is and considers it authoritative, you are far more likely to appear in an AI Overview or be referenced in a ChatGPT answer. This is why the strongest consultants today, including specialists like Stanislav Peev with 17+ years in search and published research on the topic, treat GEO as a natural extension of entity work rather than a separate fad.
On pricing, there is no single correct model, but there are honest ones. A one-off technical audit priced as a fixed project is straightforward and low-risk – you pay for the diagnosis and own the roadmap. Monthly retainers make sense when there is ongoing implementation and strategy. Hourly consulting suits businesses that have an in-house team and just need senior direction. What should worry you is any pricing that is deliberately opaque or that bundles everything so you can never tell what you’re actually paying for.
It varies by scope and seniority. Audits and defined projects are often priced as flat fees, while ongoing strategy usually runs on a monthly retainer. Focus less on the headline number and more on what the fee buys and how outcomes will be measured.
A technical audit is usually where it starts. This is a systematic review of crawlability, indexation, site speed, internal linking, structured data and duplicate content. The output should not be a 90-page PDF you never open. It should be a ranked list of problems, each with a clear explanation of the business consequence and the effort to fix it. If your seo professional cannot tell you which three things matter most, they have not finished the job.
None of Visit this site means the underlying tools are bad. Crawlers are genuinely useful, and every good seo professional uses them daily. The problem is presenting raw tool output as finished work. The tool is the microscope; it is not the doctor. A good practitioner runs the crawl, ignores three quarters of what it flags as noise, and spends their time on the handful of issues that actually move rankings and revenue.
A modern seo expert now spends real time on things that barely existed on the old checklist. That includes structuring content so it can be extracted and quoted cleanly, strengthening the entity signals that make a brand a trusted source, and monitoring whether your business appears in AI-generated answers at all. The click may never happen – the citation itself becomes the win.