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How to Fix AI Errors and Hallucinations About Your Brand
A practical guide to correcting AI hallucinations: wrong prices, outdated information, incorrect brand descriptions. Diagnosis, correction strategy, and monitoring results.
10 min readAI hallucinationsGEO optimizationdata correctionGEO Scout Command Center: Recommendations and the Publication Plan
How the GEO Scout Command Center works: where recommendations come from, what sits on the "Site changes", "External publications" and "Publication plan" tabs, how to use pages that work for competitors, and what costs credits.
14 min readCommand CenterPublication planGEO optimizationWhat Content AI Cites Most Often: A Format Analysis
Analysis of content types that neural networks cite and recommend. Statistics, expert quotes, tables, FAQs, step-by-step guides — which formats work for AI and how to create citable claims.
11 min readcontent for AIcitable claimsGEO optimizationContent Strategy for GEO: From Audit to Publication
A strategic content marketing framework for GEO optimization: auditing content AI-readiness, identifying gaps through monitoring, building an editorial calendar, content types, and measuring impact on AI visibility.
10 min readcontent strategyGEO optimizationcontent marketingHow to Monitor Competitors in AI: A Step-by-Step Guide
A complete guide to competitive monitoring in neural networks: setting up competitor tracking, gap analysis methodology, interpreting SoV, identifying competitor strategies, and forming a response.
11 min readcompetitive analysiscompetitor monitoringShare of VoiceHow to Shape Your Brand Narrative for Neural Networks: Managing What AI Says About You
A strategic guide to shaping brand narrative in AI responses: defining the target narrative, content strategy, monitoring consistency, and managing how neural networks perceive your brand.
11 min readbrand narrativeGEO optimizationAI perceptionHow to Optimize Your About Page to Appear in AI Responses
A practical guide to optimizing your About page for AI citation. What data to include, how to structure it, Schema.org Organization markup, and examples of good and bad pages from an AI perspective.
11 min readGEO optimizationAbout pageSchema.orgWhy Brand Visibility Differs Across AI: ChatGPT, Alice, Perplexity, DeepSeek
Why the same brand can be a leader in ChatGPT and invisible in Alice. We break down data sources, ranking logic, and optimization strategies for each AI provider.
11 min readAI providersChatGPTAliceROI of GEO Optimization: How to Calculate and Prove the Impact
How to measure return on investment from GEO optimization: AI traffic attribution model, linking visibility to business outcomes, AI lead cost vs SEO/PPC, reporting framework, and calculation examples.
10 min readROIGEO optimizationmetricsRussian Brands in Foreign AI: ChatGPT, Perplexity, Gemini
Which Russian brands are mentioned in foreign AI systems: ChatGPT, Perplexity, Gemini, Claude, Grok. Which industries perform better, how the language barrier affects visibility, and how to improve international AI presence.
10 min readRussian brandsinternational AI visibilityChatGPTSeasonality of AI Visibility: How Metrics Change Throughout the Year
How seasonality impacts brand AI visibility: Mention Rate, Share of Voice, and position fluctuations by season. Tourism, retail, EdTech, fintech patterns, model update cycles, and annual GEO planning strategy.
10 min readAI seasonalityAI visibilityGEO strategyTechnical Checklist: How to Prepare Your Website for AI Indexing
Complete technical checklist for preparing your website for AI bot indexing: robots.txt, llms.txt, JSON-LD, Schema.org, sitemap.xml, loading speed, full table of all AI bots and user agents.
11 min readtechnical GEOrobots.txtJSON-LDThe AI Dark Funnel: How Buyers Make Decisions Through Neural Networks
What the AI dark funnel is, why traditional analytics can't see decisions made through ChatGPT and Alisa, and how to measure and optimize this hidden customer acquisition channel.
12 min readdark funnelAI funnelanalyticsExternal Publications and Mentions for Brand AI Visibility Growth
How external mentions on vc.ru, Habr, Otzovik, Yandex.Zen, and other platforms affect AI visibility. PR strategy for GEO, review management, industry directories.
11 min readexternal mentionsPR for GEOAI visibilityYandex Neuro: How It Works and How It Selects Sources for Responses
Deep dive into Yandex Neuro: response generation mechanics, Yandex ecosystem priority, 88 million Alisa users, optimization for Yandex neural search.
11 min readYandex NeuroAlisaneural search5 Niches, 716 Brands, 8 AI Providers: Key Findings from the GEO Scout Study
A comprehensive study of AI visibility for Russian brands across 5 niches: EdTech, E-commerce, FinTech, tourism, and hosting. 716 brands, 8 neural networks, 10 key findings — from Yandex.Market records to ChatGPT paradoxes.
17 min readAI visibility studyGEO analyticsbrand ranking in neural networksAverage Position in AI: Why Being First in the Response Matters More Than Frequent Mentions
Avg Position — the average position of a brand in a neural network response. Wildberries 1.31, Timeweb 1.27 at Gemini, Tochka 2.75 with 21% mention rate. GEO Scout data on 716 brands in 5 niches: position and mention frequency are different metrics.
17 min readavg positionaverage position AImention rateChatGPT vs Claude vs Gemini: Who They Recommend in Each Niche — 2026 Study
GEO Scout study: comparing 8 AI providers across 5 Russian market niches. Data on 716 brands — mention rate, positions, recommendations, and domain citations in ChatGPT, Claude, Gemini, Google AI Mode, Grok, DeepSeek, Perplexity, and YandexGPT.
18 min readAI provider comparisonGEO optimizationChatGPTDeepSeek: How a Chinese AI Sees Russian Brands — GEO Scout Research
GEO Scout research: how DeepSeek recommends Russian brands across 5 niches — EdTech, e-commerce, FinTech, travel, hosting. The high domain citation phenomenon, comparison with other AI providers, and GEO optimization strategy for DeepSeek.
17 min readDeepSeekGEO analyticsAI visibilityDomain Citation Rate: Which Websites AI Cites Directly — GEO Scout Research
Research on Domain Citation Rate across 5 niches: which domains AI providers cite as information sources. GEO Scout data across 9 AI systems (March 2026). The content brand phenomenon, difference between citation and mention, and strategies for improving citability.
16 min readdomain citationcitation rateGEO analyticsGoogle AI Mode: Which Brands Achieve 100% Visibility — GEO Scout Data
Google AI Mode study across 5 niches in the Russian market: EdTech, E-commerce, FinTech, travel, hosting. Which brands achieve 100% Share of Voice and top positions. Comparison with classic Google Search. GEO Scout data, March 2026.
20 min readGoogle AI ModeGEO analyticsAI visibilityGrok: The Most Generous AI Provider for Recommendations — Data on 716 Brands
Grok from xAI shows record recommendation rates among all AI providers: 70% for Aviasales, 53.3% for Timeweb. GEO Scout research across 5 niches — why Grok recommends more often than ChatGPT and Claude, and how to leverage this for your GEO strategy.
18 min readGrokxAIrecommendation ratePerplexity AI: Which Russian Brands It Cites and Recommends — 2026 Study
A study of Perplexity AI across 5 niches in the Russian market: domain citation, Share of Voice, recommendations, and rankings. GEO Scout data on 716 brands. Why Perplexity is the top AI traffic channel and how to optimize for it.
16 min readPerplexitydomain citationGEO analyticsWhy Business Size Doesn't Determine AI Rankings: Data on 716 Brands
An analysis of GEO Scout rankings for 716 brands across 5 niches proves: market share and company size don't correlate with AI response rankings. Sberbank is 4th, Selectel is 7th, Amazon is 14th. Here's why.
14 min readresearchAI visibilityrankingE-commerce Brand Visibility Rankings in AI — March 2026
Which marketplaces and online stores do AI systems recommend most? AI visibility ranking of 10 major Russian e-commerce brands based on data from 8 providers and 237 responses. GEO Scout now tracks 12 AI providers — the widest coverage on the market.
12 min readAI visibility rankinge-commercemarketplacesEdTech Brand Visibility Rankings in AI: Who ChatGPT, Claude, and Gemini Recommend in 2026
GEO Scout study: how 8 AI providers see Russian EdTech brands. Data on Netology, Skillbox, Yandex Practicum, and others — mention rate, positions, recommendations, domain citations.
11 min readEdTechAI visibility rankingGEO optimizationFinTech and Bank Visibility Rankings in AI — March 2026
AI visibility study of 10 major Russian banks and FinTech companies: who leads in ChatGPT, Claude, Gemini, Grok, Perplexity, and other AI systems. March 2026 data.
10 min readbank rankingFinTechAI visibilityHosting Provider Visibility Ranking in Neural Networks — March 2026
Analytical ranking of Russian hosting provider visibility across AI systems: ChatGPT, Claude, DeepSeek, Gemini, Google AI Mode, Grok, Perplexity, and YandexGPT. GEO Scout data from March 23, 2026 based on 245 neural network responses. GEO Scout monitors 12 AI providers, 11 of them via real UI scraping — the widest coverage available.
19 min readhosting rankingAI visibilityhosting providersTravel Brand Visibility Rating in AI — March 2026
Monitoring data from 235 AI responses across 8 providers: Yandex Travel leads in mentions, Aviasales sets records for recommendations (36.6%), and Booking loses due to blocking. Full metrics breakdown.
16 min readbrand ratingtravelAI visibilityRecommendations vs Mentions in AI: What Matters More for Brands — Data Across 5 Niches
AI can mention a brand and recommend it — these are different metrics. Recommendation rate analysis across 5 niches: travel, e-commerce, EdTech, hosting, FinTech. GEO Scout data: the March 2026 study covered 10 providers; today GEO Scout tracks 12.
12 min readAI recommendationsmention raterecommendation rate