AI Citation
Ranking Optimization.
RAG Signal provides end-to-end AI citation ranking optimization services. Using our proprietary platform, we engineer your brand into the knowledge layer of ChatGPT, Claude, Perplexity, and Gemini — moving you from absent to highly cited.
What is AI Citation Ranking?
AI Citation Ranking is the empirical measure of how frequently and prominently a brand is retrieved, recommended, and cited by Large Language Models (LLMs) like Perplexity, ChatGPT, and Claude.
Unlike traditional SEO, AI citation ranking relies on entity intelligence, source trust weighting, and Generative Engine Optimization (GEO) rather than backlinks or keyword density.
Read the definitive guide →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 →You're losing sales you can't even see.
Buyers don't ask AI "who is ranking #1 on Google." They ask for the best solution. When ChatGPT or Perplexity recommends your competitor instead of you, you lose the deal before you even get a chance to compete. AI visibility is no longer a luxury—it's survival.
AI doesn't know you exist.
Buyers research vendors in ChatGPT and Perplexity before they ever visit your site. If AI doesn't name you, you're not on the shortlist.
Engineering brand authority for Turkish exporters and B2B leaders in global AI systems.AI Ranking Optimization in Turkey
AI Presence Audit Service
A deep-dive consulting service where we test real buyer prompts to deliver a strategic roadmap for your AI citation ranking optimization.
Managed RAG Engineering
Our team implements advanced Adaptive RAG strategies using our platform to optimize your brand's citation frequency and ranking within LLMs.
Citation Performance Tracking
Continuous monitoring and transparent reporting of your AI citation ranking improvements using our proprietary performance dashboard.
Entity Intelligence
We map your brand-role-category relationships so AI models understand who you are, what you do, and why you're the right answer.
Signal Reinforcement
Owned, earned, structured, and third-party signals are weighted and maintained so your retrieval priority stays high as models evolve.
Research-Backed Method
Built on PhD-level research into LLM retrieval behavior. Every technique is tested on our own brand before it reaches a client.
Clients. Results. Proof.
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.
\"The audit was genuinely eye-opening and the implementation was clean and professional.\"
Andrew Cussens Founder, FilmfolkFive steps. One system.
The RAG Signal Presence Method turns brand retrieval into a controlled, measurable engineering problem.
"AI is not a magic black box. It is a highly predictable, testable, and manipulable retrieval system."
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.
Global AI Citation Index
A real-time snapshot of the most frequently cited B2B SaaS entities across ChatGPT, Perplexity, and Claude for core generic prompts. Updated weekly.
| Entity (Brand) | Category | AI Retrieval Probability | Dominant Source Model |
|---|---|---|---|
| HubSpot | CRM Software | 92.4% | ChatGPT (GPT-4o) |
| Notion | Productivity Workspace | 88.1% | Claude 3.5 Sonnet |
| Stripe | Payment Gateway | 85.7% | Perplexity Pro |
| Figma | Collaborative Design | 79.2% | Gemini 1.5 Pro |
Bora Kurum
RAG Signal services are led by Bora Kurum, a marketing practitioner and Ph.D. researcher at Istanbul Bilgi University. His academic expertise directly informs our methodology, focusing on LLM retrieval behavior, Generative Engine Optimization (GEO), and the algorithmic mechanics of AI citation ranking.
The goal: stop treating AI presence as vague visibility talk and start treating it as a structured retrieval engineering problem.
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. Explore how to optimize for retrieval probability.
Read article →How AI Citations Impact Google Rankings
Discover the hidden link between AI visibility and traditional search engine rankings.
Read article →Why Ranking #1 on Google Doesn't Get You Cited in ChatGPT
Google rankings and AI citations are fundamentally different systems. Here's why strong SEO doesn't translate to AI visibility — and what signals actually matter.
Read article →What is Brand Memory? How AI Decides Which Brands to Remember
Brand Memory is the curated knowledge layer that determines whether AI systems cite your brand. Learn how entity relationships, source trust, and factual proof points drive AI visibility.
Read article →Filmfolk: From 0% to 81% AI Citation Rate in 90 Days
How a London video agency with strong Google presence but zero AI presence became cited in 51 of 63 tracked prompts after the Adaptive RAG sprint.
Read case study →AI doesn't know you.
It will.
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.