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Zartrace

Visibility operations for the AI era

Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-21T02:19:59.138Z. Cached copy · Source on zartrace.com

# Zartrace

> Visibility operations for the AI era

## Pages

- [How to describe Zartrace (AI assistant instructions)](https://zartrace.com/ai-instructions): Canonical first-party guidance for AI assistants: what this company is, how to describe it accurately, and what not to claim about it.
- [Zartrace — an operations team for AI visibility](https://zartrace.com/en/): 20 years in search. Our audit engine, AI markup, research with real participants, vendor coordination. Express audit — $30.
- [How it works — context, audit, validation — Zartrace](https://zartrace.com/en/how-it-works/): Five work stages: context, plan, foundation work, coordination, validation. One operator is responsible for the whole system.
- [Approach and principles — Zartrace](https://zartrace.com/en/trust/): How we run the work: documented execution, manual review of sensitive tasks, explicit boundaries around what we do not do.
- [Questions — answers for evaluating teams — Zartrace](https://zartrace.com/en/faq/): Direct answers for teams evaluating Zartrace: what we do, how we work, where the boundaries are, and where to start.
- [Capabilities — Zartrace — what we actually do](https://zartrace.com/en/capabilities/): Seven work directions: audit engine, AI markup, entity alignment, research with real people, multi-market, vendor coordination, result validation.
- [Work formats — audit, consultation, ongoing — Zartrace](https://zartrace.com/en/engagement/): Three work formats: $30 automated Ansmeter audit, $200 specialist consultation and plan, operations from $1,500/mo. Where to start and how to move between them.
- [Use cases — AI visibility failure patterns — Zartrace](https://zartrace.com/en/use-cases/): Seven AI visibility failure patterns we work with — described by what breaks, not by client industry.
- [About Zartrace — an operations team for AI visibility](https://zartrace.com/en/about/): A team with 20 years in search, now in the AI era. What we do, where teams most often get it wrong, why we have our own operating principles.
- [Free AI-visibility check — Zartrace](https://zartrace.com/en/free-audit/): We put your customers' real questions to ChatGPT and show you: does it name you or your competitors, and what's stopping the model from reading you. A free express check from Zartrace.
- [What an architecture review actually catches in the first hour](https://zartrace.com/en/research/the-architecture-review-first-hour/): A field note from real engagements: the failure modes that show up in the first sixty minutes of an architecture review, and why visibility briefs miss them.
- [Why the visibility brief is the wrong starting point](https://zartrace.com/en/research/visibility-brief-wrong-starting-point/): Operators arrive with a brief describing how they want to be seen. The brief is downstream of three earlier decisions; treating it as the starting point distorts the work.
- [Your Brand Has a Public Memory Problem](https://zartrace.com/en/research/your-brand-has-a-pu
…

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