Contact Us

GEO OPTIMIZATIONS

info@geooptimizations.com

@aleksKostine

Our Services

Schema Markup Implementation — Professional JSON-LD structured data for all types of content: products, articles, FAQs, events, and more.
Generative Engine Optimization — Optimize your content for AI systems like ChatGPT, Google AI Overviews, and other generative engines.
Technical SEO Audit — Comprehensive analysis of your structured data, rich results eligibility, and AI visibility opportunities.

So AI and search understand your business correctly

We clean up your site structure and business facts (services, pricing, contacts, location, proofs) so algorithms stop confusing you with competitors and recommend you more often. This is about clarity and trust, not “magic settings”.

Visibility inside ChatGPT and other AI answers

We check who AI recommends for your commercial queries, capture “before/after”, and fix the reasons why AI picks competitors: missing facts, weak service pages, inconsistent business data, and unclear brand signals.

Frequently Asked Questions

What is Schema Markup and why is it important?

Schema Markup is structured data that helps search engines and AI understand your page content and entities. It can unlock rich results and improve clarity, which often increases CTR and trust.

What is structured data? (for website owners)

Structured data is machine-readable information about a page, usually expressed with the Schema.org vocabulary. It describes entities and their properties in a consistent format.

What is Schema.org vocabulary? (for website owners)

Schema.org is a shared vocabulary supported by major search engines. It defines types (e.g., Product, FAQPage) and properties used to describe content. Validate with Rich Results Test / Schema Validator and monitor Search Console.

What is the difference between JSON-LD, Microdata, and RDFa?

JSON-LD is a separate script block (recommended by Google). Microdata and RDFa embed attributes into HTML. JSON-LD is typically easier to maintain and audit. Validate with Rich Results Test / Schema Validator and monitor Search Console.

Is Schema Markup a ranking factor? (for website owners)

Not directly. But it can enable rich results, improve relevance understanding, and increase CTR—benefits that may correlate with better performance. Validate with Rich Results Test / Schema Validator and monitor Search Console.

Can Schema Markup hurt SEO? (for website owners)

Incorrect or misleading markup can create manual actions or eligibility issues. Use only markup that matches visible content and validate regularly. Validate with Rich Results Test / Schema Validator and monitor Search Console.

How often should I update Schema Markup?

Update when page content changes (price, availability, FAQ answers, organization details). For dynamic sites, generate schema server-side or from CMS data. Validate with Rich Results Test / Schema Validator and monitor Search Console.

What is an “entity” in SEO and why does it matter?

An entity is a uniquely identifiable “thing” (brand, person, product). Structured data helps search engines connect your content to entities accurately. Validate with Rich Results Test / Schema Validator and monitor Search Console.

What is a rich result? (for website owners)

A rich result is an enhanced search appearance (stars, FAQ, product info, breadcrumbs) triggered by eligible structured data and quality signals. Validate with Rich Results Test / Schema Validator and monitor Search Console.

Schema Markup vs Open Graph: what’s the difference?

Schema is primarily for search engines and rich results. Open Graph/Twitter cards are for social previews. Both can coexist. Validate with Rich Results Test / Schema Validator and monitor Search Console.

How does Schema Markup affect CTR? (for website owners)

Rich results can make listings more informative and prominent (stars, price, FAQs), which often increases clicks compared to standard snippets. Validate with Rich Results Test / Schema Validator and monitor Search Console.

Which tools can I use to test structured data?

Use Google Rich Results Test and Schema Markup Validator. Also monitor Search Console Enhancements reports for eligible result types. Validate with Rich Results Test / Schema Validator and monitor Search Console.

What is JSON-LD? (for website owners) — quick answer

JSON-LD is a JSON format for linked data, usually embedded as a script tag. It’s the most common and recommended approach for Schema Markup. Validate with Rich Results Test / Schema Validator and monitor Search Console.

Where should I place JSON-LD on the page?

Typically in the <head> or anywhere in the HTML as a script tag. Ensure it loads with the page and matches the visible content. Validate with Rich Results Test / Schema Validator and monitor Search Console.

Can I use multiple schema types on one page?

Yes. You can combine multiple entities or types when it reflects the page content. Avoid stuffing irrelevant types. Validate with Rich Results Test / Schema Validator and monitor Search Console.

Does Schema Markup help with E‑E‑A‑T? (for website owners)

It can support clarity about authorship, organization, and credentials, but E‑E‑A‑T is broader and depends on content quality and reputation signals. Validate with Rich Results Test / Schema Validator and monitor Search Console.

Is Schema Markup required for SEO? (for website owners)

No, but it’s increasingly important for rich results, clarity, and AI-driven retrieval. It’s a strong technical best practice. Validate with Rich Results Test / Schema Validator and monitor Search Console.

Is Schema Markup worth it for a small business website?

Yes. Even a small site can benefit from Organization/LocalBusiness, breadcrumb, FAQ, and service schemas to improve understanding and visibility. Validate with Rich Results Test / Schema Validator and monitor Search Console.

Does Schema Markup help indexing? (for website owners)

It doesn’t force indexing, but it can help search engines understand content faster and more accurately once pages are crawled. Validate with Rich Results Test / Schema Validator and monitor Search Console.

How do I implement JSON-LD schema? (for website owners)

Generate JSON-LD from your CMS/data model and render it in a script tag. Validate, then monitor Search Console and keep data synchronized. Validate with Rich Results Test / Schema Validator and monitor Search Console.

How do I add Schema Markup to a React SPA?

Render JSON-LD scripts in the DOM per route and ensure crawlers can see them. For best SEO, consider SSR/SSG—but SPA can still work for many cases. Validate with Rich Results Test / Schema Validator and monitor Search Console.

What are common Schema Markup errors? (for website owners)

Missing required fields, invalid values, mismatch with visible content, wrong type, or using properties that are not allowed for a type. Validate with Rich Results Test / Schema Validator and monitor Search Console.

How do I debug structured data issues? (for website owners)

Check the Rich Results Test, validate with Schema Markup Validator, verify rendered HTML, and review Search Console enhancements warnings. Validate with Rich Results Test / Schema Validator and monitor Search Console.

How do I keep schema values updated (price/availability)?

Use your source of truth (inventory/pricing) to generate schema. Avoid hardcoding. Automate updates in the same pipeline that updates UI. Validate with Rich Results Test / Schema Validator and monitor Search Console.

How do I implement schema in a CMS (WordPress/Shopify/etc.)?

Use plugins/apps for baseline schemas, then customize JSON-LD templates for accuracy. Validate output and avoid conflicts from multiple plugins. Validate with Rich Results Test / Schema Validator and monitor Search Console.

What is nested Schema Markup? (for website owners)

Nesting links entities together (e.g., Product has brand Organization). It improves context and helps search engines connect relationships. Validate with Rich Results Test / Schema Validator and monitor Search Console.

What is @id in JSON-LD and why use it? (for website owners)

@id gives an entity a stable identifier (often a URL). It helps connect entities across pages and avoid duplication. Validate with Rich Results Test / Schema Validator and monitor Search Console.

What is @graph and when should I use it?

@graph lets you describe multiple entities in one JSON-LD block. It’s useful for complex pages with Organization, WebSite, WebPage, BreadcrumbList, etc. Validate with Rich Results Test / Schema Validator and monitor Search Console.

Can I have multiple JSON-LD script tags?

Yes. You can either use a single @graph or multiple script tags. Keep it consistent and avoid duplicated/conflicting entities. Validate with Rich Results Test / Schema Validator and monitor Search Console.

Should schema match visible content? (for website owners)

Yes. Markup must reflect the content users see. Do not add Q&A, ratings, prices, or claims that are not present on the page. Validate with Rich Results Test / Schema Validator and monitor Search Console.

How do I version/control schema changes?

Treat schema templates as code: use Git, code review, tests/validation, and release notes. Track changes alongside UI changes. Validate with Rich Results Test / Schema Validator and monitor Search Console.

Should schema be page-specific or template-based?

Both. Implement baseline schemas per template, then add page-specific fields from content data. Template-driven schema scales better. Validate with Rich Results Test / Schema Validator and monitor Search Console.

Should schema be localized per language?

If you have localized pages, schema text fields (name/description) should match the language. Keep identifiers stable and use correct URLs. Validate with Rich Results Test / Schema Validator and monitor Search Console.

How do I avoid schema conflicts from multiple plugins/scripts?

Audit all JSON-LD sources, remove duplicates, ensure only one authoritative entity per concept (e.g., one Organization), and validate final output. Validate with Rich Results Test / Schema Validator and monitor Search Console.

Does JSON-LD affect performance? (for website owners)

JSON-LD is usually small and not render-blocking. Keep it compact, avoid huge graphs, and lazy-load noncritical scripts when appropriate. Validate with Rich Results Test / Schema Validator and monitor Search Console.

Any security concerns with JSON-LD? (for website owners)

Avoid injecting untrusted user content into JSON-LD without sanitization. Keep schema generation server-side or from trusted CMS sources. Validate with Rich Results Test / Schema Validator and monitor Search Console.

Can schema be generated automatically? (for website owners)

Yes—best practice is generating from structured content models. Automation reduces drift and keeps schema aligned with UI. Validate with Rich Results Test / Schema Validator and monitor Search Console.

How do I test schema in CI? (for website owners)

Snapshot the rendered HTML and validate JSON-LD against Schema.org/Google requirements. Also run lint checks to prevent broken markup. Validate with Rich Results Test / Schema Validator and monitor Search Console.

How do I get FAQ rich results? (for website owners)

Add FAQPage schema to pages with real FAQs that are visible on-page. Eligibility also depends on quality signals and Google’s policies. Validate with Rich Results Test / Schema Validator and monitor Search Console.

What is a review snippet? (for website owners)

A review snippet is a rich result showing star ratings and review counts. It requires valid review markup and policy compliance. Validate with Rich Results Test / Schema Validator and monitor Search Console.

What fields are required for Product rich results?

Typically name, image, offers (price, currency, availability), and sometimes ratings. Requirements depend on the specific result type and Google docs. Validate with Rich Results Test / Schema Validator and monitor Search Console.

What is HowTo schema and when to use it?

HowTo describes step-by-step instructions. Use it for instructional content where steps are visible and accurate. Validate with Rich Results Test / Schema Validator and monitor Search Console.

How do breadcrumbs appear in Google? (for website owners)

BreadcrumbList schema can replace the displayed URL path with a clearer breadcrumb trail in search results. Validate with Rich Results Test / Schema Validator and monitor Search Console.

Should I add Article schema to blog posts?

Often yes. Article/NewsArticle/BlogPosting helps clarify content type and can support features like Top stories where applicable. Validate with Rich Results Test / Schema Validator and monitor Search Console.

How do I implement Event schema? (for website owners)

Include event name, start/end dates, location, organizer, offers/tickets, and status. Keep dates/time zones correct and update cancellations. Validate with Rich Results Test / Schema Validator and monitor Search Console.

What is Recipe schema used for? (for website owners)

Recipe schema enables recipe rich results with details like ratings, cooking time, calories, and images—if requirements are met. Validate with Rich Results Test / Schema Validator and monitor Search Console.

How do I improve video visibility with schema?

Use VideoObject schema with name, description, thumbnail, upload date, duration, and embed URL. Ensure video is accessible to crawlers. Validate with Rich Results Test / Schema Validator and monitor Search Console.

What is WebSite schema and sitelinks search box?

WebSite schema can define a SearchAction for a sitelinks search box. Google may show it depending on brand signals and site structure. Validate with Rich Results Test / Schema Validator and monitor Search Console.

How does JobPosting schema work? (for website owners)

JobPosting schema helps job listings appear in Google for Jobs. It requires accurate job details and compliant structured data. Validate with Rich Results Test / Schema Validator and monitor Search Console.

FAQPage vs QAPage: which should I use? (for website owners)

FAQPage is for a site-owned FAQ list. QAPage is for user-generated Q&A where multiple users answer and one is accepted. Validate with Rich Results Test / Schema Validator and monitor Search Console.

Why are rich results not showing even with valid schema?

Eligibility is not a guarantee. Google may choose not to show rich results based on quality signals, query intent, competition, or policy. Validate with Rich Results Test / Schema Validator and monitor Search Console.

How do I monitor rich results performance?

Use Search Console Enhancements and Performance reports. Track impressions/clicks for result types and fix warnings/errors proactively. Validate with Rich Results Test / Schema Validator and monitor Search Console.

Do images affect rich results eligibility?

Yes—many result types require high-quality images with specific formats/sizes. Always follow Google’s image guidelines for the schema type. Validate with Rich Results Test / Schema Validator and monitor Search Console.

What is “generative AI SEO” (GEO) in simple terms?

Generative AI SEO—often called Generative Engine Optimization (GEO)—is optimizing content so AI systems can confidently extract, summarize, and attribute it in their answers. The goal is discoverability and citations inside AI responses, not just blue-link rankings.

What does “generative search optimization” mean?

It’s another name for GEO. Instead of optimizing for a list of links, you optimize for systems that synthesize responses. Clear structure, direct answers, and reliable facts make your content easier to reuse in AI-generated results.

What is GEO (Generative Engine Optimization)?

GEO is the practice of increasing the chances your brand and pages appear inside generative answers (ChatGPT-style assistants and AI-overview search). It combines strong SEO foundations with AI-friendly content structure and explicit semantics (like schema).

How is GEO different from traditional SEO?

Traditional SEO is largely measured by rankings and clicks. GEO is measured by inclusion, citations, and correct brand context in AI answers. GEO also benefits more from answer-first writing and clean structure than from “keyword density” tactics.

Why does GEO matter right now for businesses?

AI-driven discovery is growing, and users increasingly expect direct, synthesized answers. Starting early helps you shape how AI describes your brand, capture high-intent queries, and build “citation equity” before the space becomes saturated.

Will GEO replace SEO? (for website owners)

No. GEO is best treated as an extension of SEO. Technical SEO, good UX, and authoritative content still matter. GEO adds optimization for how AI systems retrieve and cite information.

How do I get started with GEO? (for website owners)

Start with an audit: identify pages targeting questions your buyers ask. Then improve structure (H2/H3, bullets), add expert quotes and stats, write in natural Q&A style, and ensure your claims are easy to cite with clear sources and internal linking.

What tools are useful for GEO testing? (for website owners)

Use AI assistants (ChatGPT/Claude) for repeated query tests, Perplexity-style engines to observe citations, and standard SEO tooling for crawl/technical checks. GEO needs both “AI-output” monitoring and classic technical hygiene.

How do I measure GEO success? (for website owners)

Track: how often you’re cited, whether your brand is described accurately, which pages are referenced, and whether AI traffic converts. Run monthly “target question” checks in multiple AI systems and record citation share over time.

What are common mistakes to avoid with GEO?

Over-optimizing keywords, publishing thin pages, relying on outdated facts, messy formatting, missing citations, inconsistent brand messaging, ignoring schema, and neglecting performance/accessibility. Quality beats volume in GEO.

How is GEO similar to SEO? (for website owners)

Both aim to improve visibility, rely on relevant content, benefit from good UX, and require technical quality. The difference is mainly the output format (AI answer vs. link list) and the primary success metric (citation vs. click).

What are the core building blocks of a GEO program?

A practical GEO program includes: research into AI answers/citations, high-quality topical coverage, clear structure and direct answers, distribution across platforms, brand authority, technical SEO, iterative experiments, and ongoing maintenance.

How important is schema markup for GEO? (for website owners)

Schema helps clarify entities and relationships, reducing ambiguity. It won’t guarantee citations, but it supports machine understanding and consistent interpretation—especially when paired with strong content and internal linking.

What content structure works best for AI answers?

Use clear headings, short paragraphs, bullet lists, definitions, and FAQ-style answers. Put the “direct answer” early, then provide supporting detail and references.

Why do longer, natural-language queries matter in GEO?

Generative systems handle conversational questions well. Pages optimized to answer full questions (not just keywords) are easier for AI to match with user intent and reuse in a response.

Is GEO about citations instead of CTR? (for website owners)

Often, yes. Many AI experiences answer directly, so clicks may drop while “influence” rises. GEO prioritizes being referenced and accurately represented; clicks remain valuable but aren’t the only signal.

What quality signals increase citation likelihood?

Accuracy, clear sourcing, topical depth, consistency, and a trustworthy brand footprint. Adding expert quotes and statistics can make content more “citation-ready.”

How do I research what AI systems cite for my topic?

Run a set of target questions in multiple AI engines, record cited domains/pages, and compare patterns. Then map gaps: which sub-questions, definitions, or comparisons are missing on your site.

Does content distribution help GEO? (for website owners)

Yes. Publishing on credible channels and earning mentions increases visibility and authority signals. Distribution helps your content be discovered and validated across the web.

What role does digital PR play in GEO? (for website owners)

PR can add credible third-party mentions, quotes, and references. Those signals can reinforce authority and help AI systems see your brand as a reliable source.

Do multimedia assets (video/infographics) help GEO?

They can improve engagement and understanding, especially for multimodal systems. Still, ensure key information is present in text with proper structure so it’s extractable.

What does “AI readiness” mean for a website?

It means your pages are easy to crawl, fast, well-structured, consistent in terminology, and contain explicit facts with sources—plus schema to reduce ambiguity.

Which on-page edits most often improve AI visibility?

In practice, adding clear citations to sources, including short expert quotes, and supporting claims with statistics often improves how confidently AI can reuse and attribute your content.

How should I optimize for informational AI queries?

Answer the question directly, then provide explanation, examples, and citations. Quotes and statistics can increase credibility and extraction quality. Validate with Rich Results Test / Schema Validator and monitor Search Console.

How should I optimize for navigational AI queries?

Be unambiguous: clear brand/entity pages, strong internal linking, consistent naming, and “best destination” clarity (what to click/where to go). Make paths and page purpose obvious.

How should I optimize for transactional AI queries?

Use clear CTAs, pricing/service clarity, comparisons, and trust signals. Make it easy for AI to summarize “what you offer, for whom, and how to start.” Validate with Rich Results Test / Schema Validator and monitor Search Console.

What is the likely future of GEO? (for website owners)

Expect more multimodal search, stronger personalization, tighter integration into products/browsers, and evolving attribution models. The durable strategy remains: trustworthy content, structured semantics, and continuous iteration.

Why does consistent brand messaging matter for GEO?

AI systems synthesize across sources. If your brand name, services, and positioning vary widely, models may produce inconsistent summaries. Consistency improves “context accuracy.”

Does site performance matter for GEO? (for website owners)

Yes. Crawl/render reliability and UX still matter. A slow or unstable site can reduce crawl frequency and hurt the overall quality signals that support both SEO and GEO.

How can GEO create competitive advantage?

If your pages are the clearest, most cited answers in a niche, AI systems will repeatedly reference you. That compounding citation effect can become a moat over time.

Is publishing more content always better for GEO?

No. Thin content can dilute perceived quality. Prioritize fewer pages that comprehensively answer real user questions with sources and clear structure. Validate with Rich Results Test / Schema Validator and monitor Search Console.

What are the crawlability basics I should check?

Robots directives, status codes, internal links, sitemaps, canonical tags, and whether key pages are reachable without JS issues. Validate with Rich Results Test / Schema Validator and monitor Search Console.

What affects indexing the most? (for website owners)

Unique value, canonicalization, duplicate content, site quality signals, and correct HTTP responses. Structured data complements but doesn’t replace this. Validate with Rich Results Test / Schema Validator and monitor Search Console.

What is a canonical URL and why is it important?

A canonical URL tells search engines which version of a page is preferred. It helps consolidate signals and avoid duplicate indexing. Validate with Rich Results Test / Schema Validator and monitor Search Console.

What is hreflang and when do I need it? (for website owners)

hreflang connects language/region variants of pages. Use it for multilingual sites to avoid incorrect regional targeting. Validate with Rich Results Test / Schema Validator and monitor Search Console.

How does site speed affect SEO? (for website owners)

Performance impacts user experience and Core Web Vitals. Faster pages generally lead to better engagement and can support stronger SEO outcomes. Validate with Rich Results Test / Schema Validator and monitor Search Console.

What are Core Web Vitals? (for website owners)

Key UX metrics: LCP (load), INP (interaction), CLS (layout stability). They reflect real-user experience and performance quality. Validate with Rich Results Test / Schema Validator and monitor Search Console.

Should I generate a sitemap for multilingual pages?

Yes. Include language variants and, ideally, hreflang annotations. Keep it up-to-date as you add content like FAQ pages. Validate with Rich Results Test / Schema Validator and monitor Search Console.

What should my robots.txt include? (for website owners)

Allow crawling of important sections, block low-value/private paths, and reference your sitemap. Avoid blocking assets needed for rendering. Validate with Rich Results Test / Schema Validator and monitor Search Console.

How do I avoid duplicate content issues?

Use canonicals, clean URL strategy, consistent internal linking, and avoid publishing multiple near-identical pages without differentiation. Validate with Rich Results Test / Schema Validator and monitor Search Console.

Will Google see JSON-LD injected by JavaScript?

Often yes, but timing matters. Ensure schema is present on initial render when possible. Validate using “view rendered HTML” checks. Validate with Rich Results Test / Schema Validator and monitor Search Console.

What are SPA SEO limitations? (for website owners)

Crawling/rendering can be delayed and meta tags may not be captured reliably. SSR/SSG improves reliability, but SPAs can work with care. Validate with Rich Results Test / Schema Validator and monitor Search Console.

Why is log file analysis useful? (for website owners)

It shows how bots crawl your site: frequency, status codes, crawl budget allocation, and whether important pages are discovered. Validate with Rich Results Test / Schema Validator and monitor Search Console.

How do caching/CDNs affect structured data?

Caches can serve stale schema if not invalidated. Align cache invalidation with content updates, especially for prices and availability. Validate with Rich Results Test / Schema Validator and monitor Search Console.

What URL structure is best for international SEO?

Common choices: subdirectories (/en/), subdomains (en.example.com), or ccTLDs. Subdirectories are often simplest to manage and recommended here. Validate with Rich Results Test / Schema Validator and monitor Search Console.

Does accessibility impact SEO? (for website owners)

Indirectly yes: better semantics, headings, and UX improve crawlability and engagement. WCAG practices generally align with good SEO. Validate with Rich Results Test / Schema Validator and monitor Search Console.

Which schema types are essential for e-commerce?

Product, Offer, AggregateRating/Review (where allowed), BreadcrumbList, Organization, and WebSite/WebPage are common essentials. Validate with Rich Results Test / Schema Validator and monitor Search Console.

Which schema types are best for local businesses?

LocalBusiness (or subtype), PostalAddress, GeoCoordinates, OpeningHoursSpecification, and aggregate ratings where compliant. Validate with Rich Results Test / Schema Validator and monitor Search Console.

What schema should a SaaS product website use?

Organization, SoftwareApplication (or Product/Service), FAQPage, Article, BreadcrumbList, and WebSite/WebPage schemas are common. Validate with Rich Results Test / Schema Validator and monitor Search Console.

Any special considerations for medical/health content?

Focus on accuracy, authorship, and trust signals. Use appropriate schema types and ensure strong E‑E‑A‑T. Avoid exaggerated claims. Validate with Rich Results Test / Schema Validator and monitor Search Console.

What are recipe schema best practices? (for website owners)

Include clear ingredients, instructions, times, nutrition, and images. Ensure the recipe is fully visible and matches the structured data. Validate with Rich Results Test / Schema Validator and monitor Search Console.

How should I mark up events for rich results?

Use Event with dates, location, offers, and organizer details. Keep cancellations and changes updated to avoid misleading users. Validate with Rich Results Test / Schema Validator and monitor Search Console.

What schema is recommended for news publishers?

Use NewsArticle with author, publish date, headline, images, and Organization/Publisher. Follow Google News guidelines if applicable. Validate with Rich Results Test / Schema Validator and monitor Search Console.

How should I structure an FAQ page? (for website owners)

Provide real questions and answers, keep them concise, and ensure they match schema. Offer internal links to deeper pages for related topics. Validate with Rich Results Test / Schema Validator and monitor Search Console.

What schema is useful for real estate listings?

Use Residence/Accommodation schemas where applicable, plus Offer details. Ensure properties like address and pricing reflect reality. Validate with Rich Results Test / Schema Validator and monitor Search Console.

What schema types help education websites?

Course, EducationalOrganization, FAQPage, Article, and BreadcrumbList can help structure programs, courses, and informational content. Validate with Rich Results Test / Schema Validator and monitor Search Console.

What schema is common for travel and hotels?

Hotel/Accommodation, Offer, AggregateRating (where compliant), and LocalBusiness-type schemas are common for travel entities. Validate with Rich Results Test / Schema Validator and monitor Search Console.

Any notes for finance content and schema?

Accuracy and trust are critical. Use Organization, Article, FAQPage, and disclose authorship and sources. Avoid misleading structured claims. Validate with Rich Results Test / Schema Validator and monitor Search Console.

What schema should B2B service companies use?

Service, Organization, WebPage, FAQPage, and BreadcrumbList are common. Include service areas and contact points. Validate with Rich Results Test / Schema Validator and monitor Search Console.

What schema types are good for restaurants?

Restaurant (LocalBusiness subtype), Menu, OpeningHoursSpecification, and address/geo details can improve understanding and discovery. Validate with Rich Results Test / Schema Validator and monitor Search Console.

How can software documentation benefit from structured data?

Use Article/TechArticle, FAQPage for common questions, and clear organization/author details. It helps clarity for both search and AI retrieval. Validate with Rich Results Test / Schema Validator and monitor Search Console.

Is this useful for small local businesses?

Yes. In small markets, clarity often wins: AI and search stop confusing your business with competitors, and your site becomes easier to recommend for “best/service in city” queries.

Will this work for my platform (WordPress/Tilda/Shopify/Bitrix)?

Usually yes. We can implement fixes via CMS settings, templates, or lightweight code snippets. If you have limited access, we adapt the plan to what is feasible.

What access or materials do you need from me?

At minimum: your website URL and a short list of priority services/products. For implementation: CMS/admin access or a developer contact and (optionally) Search Console access.

How fast can I see changes in AI answers?

AI indexing is not instant. Often you can see movement within 1–3 weeks, but it depends on crawling, content updates, and the system (ChatGPT vs Google AI). Validate with Rich Results Test / Schema Validator and monitor Search Console.

How do you measure results for my business?

We track “before/after” for a fixed set of queries and brand mentions, and tie it to business metrics where possible (forms, calls, leads). We also verify mentions are correct, not generic.

Do I need to redesign or rewrite my whole site?

Usually no. Most wins come from improving key pages (services/products), adding missing facts, fixing structure, and implementing correct structured data and entity links.

Is it safe? Can I get penalties for schema changes?

Yes if done correctly: markup must match visible content and be truthful. We avoid “stuffing” and use validators and Search Console signals to stay compliant. Validate with Rich Results Test / Schema Validator and monitor Search Console.

What exactly is included in the AI visibility audit?

A short call, a list of target queries, screenshots of AI answers and competitors, a diagnosis of gaps on your site, and a 2–3 week implementation plan. Validate with Rich Results Test / Schema Validator and monitor Search Console.

How much does it cost for a small website?

Pricing depends on scope (number of pages/templates, CMS, and how much content is missing). We start with an audit and then propose a fixed, clear scope for implementation.

How is this different from “regular SEO”?

Traditional SEO targets rankings. GEO/AI visibility targets being correctly cited and recommended by AI systems. The work overlaps, but the success metric is different: mentions, accuracy, and extraction quality.

Can you work with my developer/agency instead of touching the site directly?

Yes. We provide a clear checklist (what to change and where), examples, and validation steps so your team can implement safely. Validate with Rich Results Test / Schema Validator and monitor Search Console.

What if AI still does not mention my business?

We extend the observation window, verify technical implementation, and iterate on missing facts and pages. Some niches require more time and stronger proof signals.

GEO OPTIMIZATIONS

Baking Tests in Go with Testo: Sharing Our Open-Source Framework

Discover how Testo enhances Go testing with advanced features for comprehensive test scenarios.

3 min readDevelopment8/3/2026

Hello, Habr! I'm Vadim, a developer working on the QA platform at Ozon. While Go's standard testing capabilities are sufficient for unit tests, more complex end-to-end scenarios require additional features such as Allure reports, plugins, suites, parameterization, and parallel execution. We couldn't find a tool in the Go ecosystem that met all these needs without disrupting the familiar go test workflow, so we created our own solution: Testo. Currently, Testo supports over 60,000 tests across more than 500 Ozon services, and we are excited to announce its release as an open-source project. In this article, I will demonstrate how Testo and its plugins can transform a simple Go test into a comprehensive e2e scenario complete with reports, fixtures, hooks, and steps, all while maintaining a familiar structure.

#Go #Testing #Open Source #Framework