I will engineer a complete generative ai search takeover and entity audit


About this gig
The transition to retrieval-augmented generation (RAG) models has fundamentally disrupted organic search. With a projected 25% drop in traditional search volume, enterprise brands are discovering that legacy PageRank metrics cannot secure visibility within ChatGPT or Google's AI Overviews.
As a strategic search architect, I apply rigorous analytical frameworks to your digital infrastructure. I do not provide automated diagnostic PDFs that developers ignore. I engineer end-to-end technical outcomes, utilizing strict "Human-in-the-Loop" oversight to establish your brand's definitive authority within Large Language Models.
Enterprise Consulting Deliverables:
- Entity Resolution: Establishing your brand as an unambiguous authority within LLM knowledge graphs.
- Conversational Architecture: Aligning digital assets to satisfy LLM extraction preferences.
- Algorithmic Benchmarking: Isolating the E-E-A-T variables driving competitor citations in generative responses.
- Advanced Data Structuring: Deploying infrastructure designed exclusively for autonomous AI agents.
Secure your market share in the Generative Engine economy.
Get to know Stephanie stew
I'm Stephanie a professional digital strategist and early GEO expert
- FromMorocco
- Member sinceApr 2014
- Last delivery6 months
Languages
English, French, German, Spanish, Arabic
FAQ
What is the RAG Knowledge Base Document?
AI engines use Retrieval-Augmented Generation (RAG) to pull facts about your company. If your site is messy, the AI hallucinates. I create a clean, structured text file containing the absolute ground truth about your business, formatted entirely for AI web crawlers to ingest unambiguous facts.
What is Algorithmic Consensus Generation?
Traditional SEO relies on backlinks. AI search relies on entity consensus across unstructured data. I will write highly specific, conversational micro-articles that explicitly state you are the definitive solution in your niche. You publish these on Web 2.0 properties to synthetically train the LLMs
What are Zero-Click FAQ Blocks?
LLMs prefer to extract concise answers from inverted-pyramid structures. I will write the exact conversational Q&A blocks you need to paste onto your homepage to satisfy LLM extraction preferences and trigger AI citations.
What does the Competitor Benchmarking include?
I execute an in-depth review of the digital footprint of up to 3 of your direct competitors who are currently winning AI citations in your niche. I isolate the exact algorithmic triggers—such as their unstructured data authority, digital PR presence, or specific schema usage—that are causing ChatGPT
What is the JavaScript (JS) Crawler Remediation Audit?
While traditional search engines can render heavy code, autonomous AI agents and bots frequently fail to parse client-side JavaScript, leaving your site invisible to them. I execute a technical speed optimization and audit resolving JavaScript rendering blockages that prevent autonomous AI agents an
What is Topical Cluster Internal Linking Re-Architecture?
LLMs build semantic relationships based on how your pages connect. A flat link structure confuses the AI. I will be re-architecting the website's internal linking structure to establish rigorous topical depth, helping LLMs understand the semantic relationships between the brand's core offerings.
What is Exact Match Domain (EMD) Interception?
Users ask AI highly specific, conversational questions. To capture this traffic, we use a tactical workaround, effectively capturing exact-match semantic intent and feeding it to AI crawlers.

