What a Log File Actually Records Legitimate consultants explain their reasoning, admit uncertainty, tie work to business outcomes, and never guarantee rankings or rely on secret link networks. Ask them to walk you through a sample audit or report. 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. Watch for red flags: guaranteed rankings, secret "proprietary" methods they won't explain, private link networks, and reporting built around impressions rather than outcomes. A trustworthy consultant will happily explain their reasoning and admit what they don't know. If you want to understand the discipline behind that reasoning, resources like this overview of search strategy are a good starting point before your first call. Entity SEO is the discipline of making your content and website unambiguous to these systems. Instead of asking "how many times should I use this phrase," a modern seo specialist asks "how do I make it obvious that this page is about this specific entity, and how do I connect it to related concepts search engines already trust?" That means structured data, consistent naming, authoritative outbound references, and content that covers a topic with genuine depth. How to Vet an SEO Consultant Without Getting Burned The SEO industry has a trust problem, earned through years of vague promises and opaque tactics. Vetting well is the single most important thing you can do to protect your budget. Start by asking how the consultant would approach your site, not what results they guarantee.