LLM-Based Personalization | Convert AI Traffic

LLM-to-Web Personalization

Convert Every AI Recommendation Into Revenue

AI discovery is high-intent, yet most websites treat LLM traffic as generic. Fibr runs MAB tests and uses that winning data to serve visitors personalized experiences.

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Flowchart illustrating how Large Language Models (LLMs) like Gemini, ChatGPT, and Claude AI provide specific credit card recommendations through a centralized hub to create a "Dynamic LLM Experience" on a website. The diagram uses a dotted line to connect the AI provider boxes at the top to a browser window UI at the bottom featuring a simplified credit card graphic. Text in image: GEMINI BEST TRAVEL CARD; CHATGPT BEST UTILITY CARD; CLAUDE AI BEST SHOPPING CARD; { Dynamic LLM Experience }

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Inside the LLM-to-Web experience layer

This is where AI-driven discovery meets autonomous experience generation.

Explore the features that allow your URLs to delight and convert visitors referred by LLMs.

Platform-Level Targeting

Every AI click gets a personal touch

Pick a single AI platform (ChatGPT, Gemini, Claude, Perplexity) to target per campaign. Fibr routes traffic from that platform into your experiment with no bleed from other sources. Run parallel campaigns for different platforms on the same page simultaneously.

An analytics dashboard interface featuring a rising orange line graph and a performance table. Above the graph are icons for OpenAI, Anthropic, Perplexity, Google Gemini, and Mistral; the table highlights ChatGPT in the top rank with 22.7k sessions and a 5.6% click-through rate. Text in image: Rank Platform Sessions CTR 1 ChatGPT 22.7k +5.6%

AI-Generated Topic Variants

AI researches your page to infer topic angles

Fibr's agent analyses your landing page, product, and industry to generate up to 5 topic angles aligned with incoming user's intent. Each angle gets a confidence score. You review, pick, and optionally add your own.

Line graph comparing traffic volume over a five-week period for Chat GPT, Claude, Perplexity, and Gemini, with Chat GPT consistently showing the highest volume. The x-axis tracks time from W-1 to W-5, while the y-axis labels are generic placeholders marked "0K." The data indicates an upward growth trend for all four AI platforms over the measured weeks. Text in image: This is a High-performing Platform (ChatGPT Conversion 35% > overall avg. 28%) on which traffic volume is the highest (24,780 visits). Chat GPT, Claude, Perplexity, Gemini. 0K, 0K, 0K, 0K, 0K. W-1, W-1, W-2, W-3, W-4, W-5.

Multi-Armed Bandit OptimiZation

Traffic shifts to what's working, while the experiment runs

Fibr runs a Multi-Armed Bandit (MAB) test, not a fixed A/B split. It continuously re-evaluates each variant and shifts traffic toward the best-converting experience in real time. Every session works toward a result, not just waits for one.

[Image: fast performance] Bar chart comparing the load time of "Your website" (green bar) to "Your website + Fibr Code" (blue bar), showing only a marginal increase in load time for the latter. A caption notes that the script has less than a 5% effect on performance, and a green "BEST IN INDUSTRY" seal is featured in the top right. Text in image: Our script ensures your website's speed is not compromised. BEST IN INDUSTRY. Load time. Less than 5% effect on your website's performance. Your website. Your website + Fibr Code.

How it works: From discovery to conversion

An AI-powered workflow that turns AI-driven intent into a revenue-optimised landing experience, step by step.

1

Pick Your Platform

Select one AI platform to target: ChatGPT, Gemini, Claude, or other. One platform per campaign keeps the audience segment clean.

2

Set Geographic Focus

If GA4 is connected, narrow the experiment to one country for sharper results or include all. Skipped if traffic is from one country.

3

Review Topic Angles

Fibr's agent generates up to 5 scored topic angles from your page and product. Pick what to test, add your own if needed.

4

Go Live. Let MAB Decide.

Variants go live against the original as control. MAB shifts traffic toward the best-converting variant in real time, continuously.

Results that matter the most

+28%

Higher ROI

By AI-driven personalization

+30%

Lower CAC

By automating intent-based targeting

4X

More leads

By personalizing experiences at scale

We don't replace your stack.We elevate it.

Fibr works seamlessly with your existing tools, data, and workflows.
No rip-and-replace, no disruption, just better experiences on top.

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Page Visuals

[Image: Convert Every AI Recommendation Into Revenue] A flowchart illustrating the integration of credit card recommendations from Gemini, ChatGPT, and Claude AI into a single "Dynamic LLM Experience" web interface. A central eye-like icon acts as a bridge between the three AI text boxes at the top and the website wireframe below. Text in image: GEMINI BEST TRAVEL CARD; CHATGPT BEST UTILITY CARD; CLAUDE AI BEST SHOPPING CARD; { Dynamic LLM Experience }
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Interactive Forms

Form

This page contains a form with the following fields:

  • name@gmail.com (email)
  • website (text)
  • company (text)
  • message (text)
  • subject (text)
  • title (text)
  • description (text)
  • feedback (text)
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