SEO and AI search visibility

GEO — Visibility in Generative Systems

GEO addresses brand presence in ChatGPT, Gemini, Perplexity, and other generative systems.

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GEO addresses brand presence in ChatGPT, Gemini, Perplexity, and other generative systems. I establish a reproducible baseline, then improve sources that explain the organisation's expertise and provide primary facts.

Scope includes situational and comparative queries, mention and citation tracking, factual errors, content gaps, and website changes. First place or permanent citation cannot be guaranteed. Acceptance repeats the same query set under recorded conditions and distinguishes changes from noise; three selected answers are not a measurement.

Acceptance criteria

Done when

  • Technical baseline issues from the agreed list are fixed or ticketed
  • Answer-ready pages exist for priority intents
  • GEO sample queries are measured and reported
  • Query set, region, and system under test are recorded in the report

Deliverables

  • Audit / monthly report
  • Priority fix backlog

Out of scope

  • Guaranteed rankings or AI Overview placement
  • Paid media budgets

The final acceptance checklist is confirmed in the brief or contract; the list above is a scope alignment guide.

Ballpark estimate

Scope size
Focus

FAQ

Tap a question to expand the answer.

What counts as GEO success?

More accurate mentions and citations in target scenarios while preserving factual correctness, not one favourable answer.

How often should it be measured?

According to publishing and market pace. Periodic snapshots suit most teams; daily monitoring is rarely justified.

Selected portfolio work

stuzhuk.page

stuzhuk.page

stuzhuk.page is a personal portfolio and product site on Astro SSR with AISO stack (AI Readiness 84): llms.txt, AI crawler rules, JSON-LD, hreflang, related …

seo-sites-generator

seo-sites-generator

Monorepo platform to generate and customize SEO-oriented websites: frontend, backend, AI service, SEO engine, templates and deployment workspaces. Focus on a…

revisitor

revisitor

Re-engagement and revisit tracking service in TypeScript. Node APIs for scheduling callbacks, lightweight analytics, and integration hooks.

Discuss this directionContact form

Tell me the goal, stack constraints, and timeline — I reply on Telegram.

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