Alchemi.ai

The Evolution of SearchDECODETHE ALGO.We help enterprises perfect their SEO foundation and dominate the new era of AI Search. Optimize for both the click and the answer.Start AuditView PlaybookOstup MedCAWNexoraCloudaryStackwayPaymontNorth SystemsSummit DigitalHelix TechStratus LabsOstup MedCAWNexoraCloudaryStackwayPaymontNorth SystemsSummit DigitalHelix TechStratus LabsCore CapabilitiesEngineering relevance for the modern search ecosystem.View All Services →psychologyGenerative Engine Optimization (GEO)Building on your SEO foundation, we reverse-engineer LLM retrieval logic to ensure your brand dominates "Zero-Click" searches on ChatGPT, Gemini, and Perplexity.Entity MappingRAG OptimizationCitation MiningdnsTechnical SEOCrawl Budget, Edge SEO, and JS Rendering for 1M+ page sites.Crawl Health100%Core VitalsPASSIndexingOPTIMALAnalytics 2.0Measure Share of Model (SoM).Traditional rank tracking is just the baseline. We track generative citations and sentiment across LLMs alongside standard organic performance.> query_intent("enterprise_crm") 2msfound_entities: [Salesforce, HubSpot, Alchemi_Client]> SENTIMENT_SCORE: 0.98 (Positive)_THESHIFT.Search behavior has mutated. Users use both keywords and conversations to find answers.64%Zero-Click SearchesSearches ending without a click to a website.8.2BDaily AI ResponsesQueries answered directly by Generative AI models.3.5xConversion LiftHigher intent from AI-cited traffic vs standard organic.2025The Tipping PointWhen AI Search volume surpasses traditional query volume.MethodologyOur Proven ProcessLeveraging extensive enterprise Content Strategy experience to blend existing workflows with AI-enhanced execution.01exploreDiscoverDeep audit of assets & AI-assisted keyword gap analysis.02flagStrategizeCustom hybrid GEO & SEO roadmap for competitive advantage.03engineeringEngineerTechnical fixes & schema architecture for AI crawling logic.04rocket_launchAmplifyBrand voice maximization through omnichannel distribution.READY TODOMINATE?Get a forensic audit of your current standing in the generative search landscape.Start Your Audit --- The Evolution of SearchDECODETHE ALGO.We help enterprises perfect their SEO foundation and dominate the new era of AI Search. Optimize for both the click and the answer.Start AuditView PlaybookOstup MedCAWNexoraCloudaryStackwayPaymontNorth SystemsSummit DigitalHelix TechStratus LabsOstup MedCAWNexoraCloudaryStackwayPaymontNorth SystemsSummit DigitalHelix TechStratus LabsCore CapabilitiesEngineering relevance for the modern search ecosystem.View All Services →psychologyGenerative Engine Optimization (GEO)Building on your SEO foundation, we reverse-engineer LLM retrieval logic to ensure your brand dominates "Zero-Click" searches on ChatGPT, Gemini, and Perplexity.Entity MappingRAG OptimizationCitation MiningdnsTechnical SEOCrawl Budget, Edge SEO, and JS Rendering for 1M+ page sites.Crawl Health100%Core VitalsPASSIndexingOPTIMALAnalytics 2.0Measure Share of Model (SoM).Traditional rank tracking is just the baseline. We track generative citations and sentiment across LLMs alongside standard organic performance.> query_intent("enterprise_crm") 2msfound_entities: [Salesforce, HubSpot, Alchemi_Client]> SENTIMENT_SCORE: 0.98 (Positive)_THESHIFT.Search behavior has mutated. Users use both keywords and conversations to find answers.64%Zero-Click SearchesSearches ending without a click to a website.8.2BDaily AI ResponsesQueries answered directly by Generative AI models.3.5xConversion LiftHigher intent from AI-cited traffic vs standard organic.2025The Tipping PointWhen AI Search volume surpasses traditional query volume.MethodologyOur Proven ProcessLeveraging extensive enterprise Content Strategy experience to blend existing workflows with AI-enhanced execution.01exploreDiscoverDeep audit of assets & AI-assisted keyword gap analysis.02flagStrategizeCustom hybrid GEO & SEO roadmap for competitive advantage.03engineeringEngineerTechnical fixes & schema architecture for AI crawling logic.04rocket_launchAmplifyBrand voice maximization through omnichannel distribution.READY TODOMINATE?Get a forensic audit of your current standing in the generative search landscape.Start Your Audit --- ScientificPrecision.We decode search algorithms to build revenue-generating relevance through robust technical SEO and future-proof generative engine optimization.Flagship CapabilityGenerative Search (GEO)The battleground has shifted from blue links to direct answers. We reverse-engineer LLM retrieval logic to ensure your brand is the cited authority on ChatGPT, Gemini, and SGE.Explore GEO Strategy arrow_forward> analyzing_intent_vectors...> identifying_entity_gaps...> optimization_complete. citation_score: 98.4%Core OfferingsComprehensive search solutions for complex ecosystems.manage_searchRelevance MiningUncover semantic gaps in your market to dominate topic authority and hidden intent layers.View Service arrow_forwarddomainEnterprise SEO StrategyScalable architecture optimization for sites with millions of pages.View Service arrow_forwardsettings_suggestTechnical SEO FoundationsCore Web Vitals, JavaScript rendering, and crawl budget optimization.View Service arrow_forwarddrawContent EngineeringData-led briefs and production frameworks for high-impact publishing.View Service arrow_forwardmonitoringAnalytics & MeasurementCustom attribution modeling, forecasting, and reporting to prove ROI.View Service arrow_forwardmove_upMigration ServicesRisk mitigation for domain, CMS, and protocol migrations.View Service arrow_forward --- Research PillarGENERATIVEENGINEOPTIMIZATION.A deep dive into why SEO is evolving. Learn how to optimize for standard organic results and Generative Answers simultaneously.downloadDownload PDFRead OnlineContentsNeed an Audit?See how your enterprise site ranks in Generative Results.Book Consultation01 — IntroductionThe Evolution from Keywords to AnswersSearch is undergoing its most significant transformation since the invention of the PageRank algorithm. Generative AI engines like ChatGPT, Gemini, and Claude are not just retrieving links; they are synthesizing answers.For enterprises, this means the traditional SEO playbook—keyword targeting and backlink accumulation—is the critical foundation, but no longer sufficient on its own. Generative Engine Optimization (GEO) is the next layer of strategy, optimizing content for Large Language Models (LLMs) to ensure your brand is cited as the primary source of truth.How AI Search Cites SourcesUnderstanding the RAG (Retrieval-Augmented Generation) process is crucial.databaseRetrievalAI fetches relevant data fragments based on vector similarity and semantic proximity.auto_awesomeSynthesisThe LLM combines fragments into a coherent natural language answer.linkCitationSources with high topical authority and clear schema get the link.Deep Dive: From Keywords to EntitiesWhy LLMs prefer structured knowledge.Traditional SEO focused on strings of characters ("best crm software"). GEO focuses on things—Entities. An entity is a distinct, independent concept that can be clearly identified (e.g., "Salesforce," "Customer Relationship Management," "SaaS").Action Item: Audit your content for ambiguous pronouns. Replace "it" and "they" with specific entity names to help NLP parsers maintain context.hubVisualizing Entity NodesCODESchema Markup: Speaking the LanguageJSON-LD{ "@context": "https://schema.org", "@type": "Article", "headline": "Generative Engine Optimization Standards", "about": [ { "@type": "Thing", "name": "Generative AI", "sameAs": "https://en.wikipedia.org/wiki/Generative_artificial_intelligence" }, { "@type": "Thing", "name": "SEO", "sameAs": "https://en.wikipedia.org/wiki/Search_engine_optimization" } ], "author": { "@type": "Person", "name": "Dr. Sarah Chen", "jobTitle": "Chief Data Scientist" }, "citation": [ "https://arxiv.org/abs/2309.00000", "https://developers.google.com/search/docs" ] }Topical Authority & Vector SpaceLLMs use vector embeddings to understand the "closeness" of concepts. To rank, your content must cover the entire semantic map of a topic, not just the head keywords.The Confidence ScoreWe measure your "Coverage Score" against the top 10 ranking entities in your vector space. If competitors discuss "API Integration" and you only discuss "Features", you have a semantic gap.check_circleComprehensive Definitionscheck_circleExpert Authorship (E-E-A-T)check_circleCitation by other Authorities85%Vector MatchEnterprise GEO Readiness ChecklistcheckRobots.txt allows GPTBot / Google-ExtendedcheckSchema.org markup is nested (not flat)checkAuthorship profiles are linked to social proofcheckContent structure uses clear H2/H3 QuestionscheckSite speed (LCP) is under 2.5scheckZero ambiguous pronouns in core contentcheckExternal citations to gov/edu/primary sourcescheckOriginal data or unique viewpoints includedScore your site now.Get a free preliminary GEO assessment for your enterprise domain.Start Assessment