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Learn about brand visibility in artificial intelligence

Stacks of paper documents and file folders in an office

GEO Analytics2026-10-05

Does the citation support the answer? Auditing AI claims and passages

Audit claims against versioned passages and distinguish complete, partial, absent or contradictory support without treating access failures as missing evidence.

Four people talking around a table in a glass-walled meeting room

GEO Analytics2026-10-03

Brand recommendations in multi-turn AI conversations: how to measure them

A transition map for locating changes in recommendations as conditions are added, with evidence and branch-specific denominators.

A black magnifying glass beside a notebook and pencil on a white desk

GEO Analytics2026-10-01

How to validate an AI mention and recommendation classifier

An acceptance protocol for deciding which labels to automate, which errors remain and which cases need human review.

Warehouse shelves holding boxes and pallets of goods

GEO / AI Commerce2026-09-29

How to measure the agentic commerce funnel without double-counting orders

A measurement contract across AI channels, analytics and orders: what is observable, how records join and when a rate cannot be calculated.

A professional reviewing documents beside a laptop

GEO Strategy2026-09-27

AI-assisted content QA: what to approve before publishing

An editorial process for deciding whether an AI-assisted draft is ready to publish, needs revisions or requires more research.

A professional reviewing documents beside a laptop in an office

GEO Tools2026-09-25

How to migrate GEO tools without losing the meaning of your historical data

A procedure for preserving evidence, reconciling data and deciding which historical results remain comparable after switching vendors.

Two people reviewing documents at a work table

GEO Tools2026-09-24

An AI visibility platform RFP: what to require before shortlisting

A document-based procurement matrix for marketing, security and purchasing teams before a vendor trial.

GEO Analytics2026-09-22

AI Visibility Seasonality: How to Compare Baselines

A method for aligning events, preserving a fixed question mix, and stating what can be compared when historical data is missing.

Clear glass hourglass with black sand against a white background

GEO Analytics2026-09-19

Content Change Latency: Measuring When Updates Appear in AI Answers

An observed-time record for content changes, with detection criteria, incomplete follow-up, and persistence measured by surface.

Supermarket aisle with products from different brands on shelves

GEO Analytics2026-09-17

How to Measure a Portfolio of Brands, Products and Sub-Brands in AI

A method for consolidating answers across brands and products without inventing mentions, double-counting observations or hiding smaller offerings.