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Research & KnowledgeEvent: September 4, 2026

Rankfor.AI tested the method on three datasets collected by other teams, including two studying political responses and one studying LLM stability, and found that fixed repeat counts did not transfer across datasets and some drift checks needed correction.

Published

Signal category

Research & Knowledge

Quote

Fixed repeat counts did not transfer across datasets. Some drift checks needed correction.

Dmitrij Żatuchin, PhD CS|Rankfor.AI team

Company

Rankfor.AI

Take Control of How AI Sees Your Brand

Industry
Technology, Information and Media
Location
Tallinn, EE
Company size
11 employees

Rankfor.AI is the marketing and communications intelligence platform that maps how AI perceives your brand, finds the gaps by persona, and tells you exactly what to create to win recommendations - faster than any content team can brainstorm. Most tools “screen-scrape” what AI said – a rear-view mirror. Rankfor.AI explains why AI says it, what’s missing in your territory, and what to change.

Founded 2025

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