Agent Specific Personalization
Every AI agent reads differently. Give each one its best version.
Fibr serves each agent the version built for it, by assistant, purpose and market, then tests which one wins.
Google AI Overview prompts*
Claude prompts, same pages*
Typical window for each test
Works across every ad platform
THE PROBLEM
Not just reach. Results that move for one assistant and stall for another, with no way to know why.
Every agent reads differently
OpenAI, Anthropic, Google and Perplexity run different crawlers and weigh sources differently. In Fibr’s own test, the same pages moved Google AI Overview from 10 to 21 of 50 prompts, and Claude from 8 to 10.*
Every visit has a different job
Training, search index and live fetch are separate jobs. A live fetch needs the answer in the first lines. A training crawl needs complete, durable facts.
No way to know what’s working
Every agent gets the same page, so when results move, nobody can say why. Today the industry guesses.
HOW FIBR HELPS
What it looks like today, next to what it looks like once Fibr is running in front of your site.
One page for every agent, a compromise for all of them
A version per assistant, purpose and market
Every agent gets the same page, so nobody knows what worked
Variants run against each other on the same prompts
One market’s price and currency, buried for the rest
Each market’s price, stock and delivery up front
Mentions
Recommendation rate per assistant, and what visitors do next
HOW IT WORKS
Same system underneath every use case. Typically 2 to 3 days to connect, with no redesign or migration.
01.
Edge Script
Sees each request first. People get your normal site.
02.
Agent-Ready Pages
Verified bots get a text-first version at the same URL.
03.
Your Approval
Nothing goes live until you approve it. Roll back anytime.
04.
Measurement
See who reads what, and what assistants say.
RESULTS
Same pages, very different results by assistant. A self-test on fibr.ai, 31 Aug to 27 Sep 2026, across ChatGPT, Google AI Overview, Gemini and Claude.
10 to 21
AI Overview prompts, of 50*
10 to 20
Gemini prompts, of 50*
ChatGPT prompts, of 50*
8 to 10
Claude prompts, of 50*
Built for teams in banking, financial services, healthcare and telecom, where security and compliance aren’t optional.
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Same facts, never different ones
The agent version carries the same facts as the page people see. The format changes, the substance never does. That’s what separates it from cloaking.
Bots verified, not trusted
Each request is checked against the AI company’s published network addresses, not the name it claims. A bot that only claims a name is treated as an ordinary visitor.
Your approval, every time
Nothing goes live until your team signs off. Every page has a change log and can be rolled back at any time.
SEE IT LIVE
Start with bot analytics. It runs on your own traffic and needs nothing from your content team.
USE CASES
01
LLM Visibility
Get recommended, not just cited.
02
Brand Narrative Control
AI tells your current story.
03 · CURRENT
Agent-Specific Personalization
The right version for every agent.
04
Shopping-Agent Ready
Product pages shopping agents can choose.
05
Consumer-Agent Ready
Rates and processes agents can act on.
CUSTOMER STORIES
FAQ
Isn’t serving different versions to different bots cloaking?
Cloaking means different facts. Every version carries the same facts as your live site. Only format, order, depth and language change, and people always see the normal site.








































