AI Citation
Ranking Optimization.
Your buyers are asking ChatGPT who to hire. Right now, your competitors are being recommended. You are not. RAG Signal engineers your B2B brand into the knowledge layer of AI systems — moving you from absent to highly cited.
AI ignores you
Buyers ask AI who to hire. Your brand isn't named. You're not on the shortlist.
Why this happens →Adaptive RAG
We engineer your entity signals, Brand Memory, and source trust so AI retrieves you.
See the method →Cited by name
81% citation rate. Measurable lift within 90 days. Verified by client.
See proof →AI doesn't know you exist.
You rank well on Google, but when buyers ask AI for recommendations, you disappear. We solve this for specific B2B profiles.
UK/EU Service Firms
You have the case studies and the client roster. But when a prospect asks Claude for "top B2B video agencies in London", your competitor gets the citation.
SaaS & Consulting
Your sales cycles are long and research-heavy. Buyers use Perplexity to build shortlists. If you aren't named in the initial prompt, you don't make the RFP.
Manufacturers & Exporters Targeting EU/US
You provide world-class manufacturing or services, but international buyers using ChatGPT to find global suppliers don't see your brand.
How we engineer visibility.
We do not sell generic SEO packages. We deliver three specific interventions designed exclusively for the AI retrieval layer.
AI Presence Audit
We test real buyer prompts across all major AI models and show you exactly where you're missing.
Managed RAG Engineering Sprint
We rebuild your entity signals and curate your brand knowledge base to guarantee retrieval.
Citation Performance Retainer
Ongoing monitoring and optimization to protect your brand authority as AI models update.
Moving the needle.
Real brands, real prompts, real citation data. Every case starts with zero AI presence and ends with measurable lift.
Empirical Case Study: 0% to 81% AI Citation Ranking.
London-based video agency. Strong traditional Google presence, zero AI visibility before our service. After a 90-day AI Citation Ranking Optimization sprint, they were cited in 51 of 63 tracked prompts across ChatGPT, Claude, Perplexity, and Gemini.
"For the best corporate videographers in London..." — Filmfolk not mentioned.
"Filmfolk is a strong option for corporate video in London..." — Cited by name.
Five steps. One system.
The RAG Signal Presence Method turns brand retrieval into a controlled, measurable engineering problem — not a content volume game.
Prompt Reality Audit
We test the real prompts your buyers use and capture how AI currently answers — including who it names instead of you.
Curate Brand KB
We build and maintain a curated brand knowledge base so the right facts, entities, and proof stay retrievable.
Source Trust Scoring
Owned, earned, structured, expert, and third-party signals are weighted differently inside the retrieval layer.
Entity Memory
We strengthen brand-role-category consistency so models read your brand with clearer confidence and cite it more often.
Citation Delta
We rerun the same prompts, score the delta, and keep the system adaptive instead of static.
Bora Kurum
RAG Signal was founded by Bora Kurum, a marketing practitioner and Ph.D. researcher at Istanbul Bilgi University. His academic work focuses on communication science, LLM retrieval behavior, and how brands are represented inside generative AI systems.
The goal: stop treating AI presence as vague visibility talk and start treating it as a structured retrieval engineering problem.
The Grounding Revolution
Why technical authority is the new floor for AI search. Learn how Google’s new AI optimization guidelines mandate an engineering-first approach.
Read article →The Commodity Content Trap
Why AI search engines are systematically ignoring generic SEO strategies—and how to engineer "Information Gain" to reclaim your visibility.
Read article →How B2B Exporters Win AI Citations in Global Markets
Turkish brands often win on Google but remain "absent" in AI answers. Learn how we bridge the gap through Ph.D. research and Adaptive RAG.
Read article →AI Citation Ranking: The New Battleground for Brand Authority
Ranking #1 on Google is no longer the finish line. Learn how to move from absent to cited in ChatGPT, Claude, and Perplexity.
Read article →Do Traditional SEO Metrics Still Matter for AI Optimization?
Traditional metrics like DA and Keywords are being refactored into high-dimensional retrieval signals.
Read article →How AI Citations Impact Google Rankings
Discover the hidden link between AI visibility and traditional search engine rankings.
Read article →See where your brand
stands today.
Every engagement starts with a free AI presence audit. We test real buyer prompts across ChatGPT, Claude, Perplexity, and Gemini — and show you exactly where you're missing. No commitment required.