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GeoFolks

An AI visibility standard

GeoFolks develops a platform for repeatable measurement of model answers, sources, and competitors. Each capability is described according to its current implementation.

Explore the methodology Contact the team
Why GeoFolks exists Principles for using results Why now
Visualization for the page: An AI visibility standard
Accountability

Why GeoFolks exists

Customers increasingly ask AI before visiting a company website. Most brands do not know whether they appear in the answer or whether the information is correct.

GeoFolks turns that uncertainty into repeatable measurement, evidence, and an action plan.

Organisational fact

Principles for using results

  • Evidence — a finding should lead to an answer or audit data.
  • Scope — a result describes a specific sample and configuration.
  • Source status — direct measurement, proxy, and declaration are distinct.
  • Limitations — provider failure must not be presented as brand absence.

Decision-making should use only runs whose mode and data sources are explicitly described.

Organisational fact

Why now

AI-generated answers are becoming the first point of contact with a brand, before a user ever reaches its website. At the same time, there is no shared, verifiable standard for measuring this visibility. Brands that establish their baseline early can manage change deliberately instead of reacting to it after the fact.

Organisational fact

Versions and change trail

Runs store methodology, weight-profile, question-set, sub-index, and collector versions. Source control and migrations provide an additional implementation trail.

Public documentation is not yet a complete log of every methodology decision and approving person.

Organisational fact

Accountability confirmed by records

The admin panel separates technical, editorial, and QA roles and records users performing important operations.

Not every organisational role currently has a publicly named owner. Individual accountability is communicated only with a real profile and recorded decision scope.

Organisational fact

Company details

The full registration details of the operator of the GeoFolks platform, including the registered address and identification numbers, are available in the site footer and in the legal documents. The same details appear in agreements and on invoices.

Organisational fact

Contact

The fastest way to reach us is the form on the contact page — your inquiry goes directly to the right person, with no mandatory meeting. Questions about security and data processing can be directed to the security team via the Trust Center.

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Related GeoFolks areas

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GeoFolks Security and data scope

We distinguish safeguards implemented in the application from commitments that require infrastructure, documentation, or contract evidence.
GeoFolks Roles and quality control

See which decisions are automated, which can be approved by a reviewer, and how the system records accountability.
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See how we work

GeoFolks develops a platform for repeatable measurement of model answers, sources, and competitors. Each capability is described according to its current implementation.

Explore the methodology Discuss the scope