LLM-Based Personalization: Convert AI Traffic with Fibr

Overview

This is where AI-driven discovery meets autonomous experience generation. Fibr provides features that allow your URLs to delight and convert visitors referred by LLMs, turning AI-driven intent into a revenue-optimised landing experience.

Features

Platform-Level Targeting

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.

AI-Generated Topic Variants

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

Multi-Armed Bandit Optimization

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.

How It Works

  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

About this company

Fibr AI was founded in 2022 to solve the disconnect between hyper-targeted marketing channels (ads, email, search) and static website experiences. The platform combines software infrastructure, AI agents, and human-in-the-loop oversight to create personalized, dynamic web experiences at scale. It enables marketers to build AI-driven landing pages, run continuous experimentation, and personalize experiences based on ads, location, device, behavior, CDP/CRM data, and LLM-sourced traffic. The company is headquartered in Delaware, USA.

Founded 2022. Headquartered in Delaware, USA.

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Frequently asked questions

What is Fibr AI?
Fibr AI is an Agentic Web Experience Platform that transforms website URLs into intelligent, adaptive agents. Each page senses visitor intent, makes decisions, and reshapes itself in real time to deliver personalized web experiences.
When was Fibr AI founded?
Fibr AI was founded in 2022.
Where is Fibr AI headquartered?
Fibr AI is headquartered in Delaware, USA.
Who is Fibr AI built for?
Fibr AI is built for enterprises looking to personalize at scale, growing businesses starting their web optimization journey, and agencies or marketing affiliates looking to optimize websites for their clients.
What problem does Fibr AI solve?
Fibr AI addresses the disconnect where ads, email, and search are hyper-targeted and AI-powered, but website visitors land on the same static page regardless of where they came from. Fibr makes the website itself as intelligent and context-aware as the marketing channels driving traffic to it.
How does Fibr AI personalize web experiences?
Fibr AI uses AI agents combined with human oversight to detect visitor signals, decode intent, and rewrite page experiences in real time. Personalization can be based on ads, location, device, browser, behavioral signals, visit frequency, LLM-sourced traffic, CDP data, CRM data, and custom audiences.
What results does Fibr AI claim to deliver?
Fibr AI claims results including +28% higher ROI from AI-driven personalization, +30% lower customer acquisition cost (CAC) from intent-based targeting, and 4X more leads from personalizing experiences at scale.
What are the pricing plans offered by Fibr AI?
Fibr AI offers three plans: a Starter Plan for growing businesses (up to 1,000 experiences), an Enterprise Plan for large organizations requiring unlimited visitor sessions and unlimited domains/URLs, and an Agency Plan for agencies and marketing affiliates covering 10,000 monthly visitor sessions and 5 unique URLs.
What features are included in the Enterprise plan?
The Enterprise plan includes Web-Journey Personalization, LLM-Traffic Personalization, AI Landing Page Creator, Customized Agentic Workflows, White-Glove Assistance, CDP/CRM and Analytics integration, On-Brand Agent Training, and 24/7 Dedicated Support with unlimited visitor sessions and unlimited domains and URLs.
What security and compliance certifications does Fibr AI have?
Fibr AI states alignment with SOC 2, ISO 27001, GDPR, and CCPA standards.
What integrations does Fibr AI support?
Fibr AI integrates with CDP (Customer Data Platform), CRM systems, and analytics platforms.
Does Fibr AI support A/B testing and experimentation?
Yes. Fibr AI includes an Experimentation Suite that provides AI-powered hypothesis creation, automated variant creation, audience-based experimentation, statistical significance monitoring, traffic allocation setup, and continuous learning and iteration.
How does Fibr AI handle AI ethics and human oversight?
Fibr AI states that its agents adapt experiences without manipulating them, and that it prioritizes transparency, security, and human oversight at every layer. The platform operates with a 'humans-in-the-loop' model where human allies guide strategy, brand alignment, and key decisions.
How do I get started with Fibr AI?
Fibr AI directs prospective customers to book a demo to get started.
What is LLM-based personalization in Fibr?
LLM-based personalization in Fibr is an AI-powered workflow that converts visitors referred by large language model platforms (such as ChatGPT, Gemini, Claude, or Perplexity) by generating and testing personalized landing page experiences aligned with those visitors' intent.
Which AI platforms can I target with Fibr's LLM personalization?
Fibr supports platform-level targeting for ChatGPT, Gemini, Claude, and Perplexity. You select one platform per campaign, and Fibr routes only traffic from that platform into your experiment, with no bleed from other sources.
Can I run campaigns for multiple AI platforms on the same page at the same time?
Yes. Fibr allows you to run parallel campaigns targeting different AI platforms on the same page simultaneously, while keeping each platform's audience segment clean.
How does Fibr generate topic angles for variants?
Fibr's agent analyses your landing page, product, and industry to generate up to 5 topic angles aligned with incoming users' intent. Each angle receives a confidence score, and you can review, select, or add your own angles before going live.
What is a Multi-Armed Bandit test and why does Fibr use it instead of A/B testing?
A Multi-Armed Bandit (MAB) test continuously re-evaluates each variant and shifts traffic toward the best-converting experience in real time, rather than maintaining a fixed traffic split until the test ends. This means every session actively works toward a result rather than just waiting for statistical significance.
Does Fibr's LLM personalization support geographic targeting?
Yes. If GA4 is connected, you can narrow the experiment to one country for sharper results or include all geographies. Geographic targeting is skipped if traffic is already from a single country.
What performance improvements does Fibr's LLM personalization deliver?
According to Fibr, LLM-based personalization produces 28% higher ROI through AI-driven personalization, 30% lower customer acquisition cost (CAC) through intent-based targeting automation, and 4× more leads by personalizing experiences at scale.

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