AI Search Visibility · GEO
Keep your brand current — and cited — in AI search.
Knowledge Company finds outdated claims, verifies the correct information, publishes approved updates, and measures how ChatGPT, Gemini, Perplexity, Copilot and Google AI represent your company.
Built for marketing and content teams that cannot manually recheck every page, claim, statistic and product update.
The problem
AI search can only use the knowledge it finds.
Your company changes continuously. Your published content does not.
01
Pricing changes, but comparison articles retain the old price.
02
New features launch, but older pages omit them.
03
Customer metrics improve, but AI systems keep finding the old numbers.
04
Product positioning evolves, but contradictory descriptions remain online.
05
Competitors publish newer evidence and win the citation.
KEY IDEA
Being absent from AI answers is a visibility problem. Being represented inaccurately is a knowledge problem. Knowledge Company solves both.
Before and after
One claim, corrected end to end.
The same sentence, before we touched it and after it was verified.
Before
“Supports 12 integrations”
Published in 2024
AI repeats outdated information
Knowledge Company
Detects that the verified count is now 32
Connects the claim to product data
Routes the correction for approval
After
“Supports 32 integrations”
Updated and verified in 2026
Search engines receive the current version
CLAIM EXAMPLE
Outdated
CURRENT CLAIM
Supports 12 integrations.
SOURCE OF TRUTH
Supports 32 integrations.
SUGGESTED UPDATE
Supports 32 integrations — verified against product data.
Every correction carries its source, its owner, its approval history, the date it was updated, and every page where the same claim appears.
How it works
From stale claim to stronger AI visibility.
One loop, run continuously, with a person approving anything that matters.
Evidence
Why freshness matters in AI search.
Three findings that explain why recency changes what AI systems retrieve and repeat.
Freshness is not changing a date. It means making a substantive, verified improvement to the information AI systems retrieve.
Where we differ
GEO monitoring tells you that you are losing. Knowledge Company helps fix why.
Most tools in this category report the symptom. The repair is the part nobody owns.
AI visibility tracker
Shows whether your brand appears.
Content generator
Produces additional pages.
SEO platform
Tracks rankings and technical performance.
Knowledge Company
Finds stale claims, verifies corrections, publishes updates and measures their effect.
KEY IDEA
We optimise claims — not merely prompts or pages.
Who it is for
Built for teams whose facts move faster than their pages.
The pattern is the same everywhere: the company changed, the archive did not.
Measurement
Prove what changed.
What the dashboard reports once the loop has been running.
01
AI citation and mention rate
02
Competitive share of voice
03
Accuracy of AI answers
04
Percentage of claims currently verified
05
Average age of unverified claims
06
Time from source change to published correction
07
AI referral traffic, leads and revenue
A freshness score is a diagnostic, not the result. What you are buying is citations, accurate recommendations and revenue.
Also available for
Start with your website
Find out what AI search is learning from your outdated content.
Send us your website. Knowledge Company will identify stale claims, citation gaps and the pages most worth refreshing.