Share of Voice - 2026 Pricing, Features, Reviews & Alternatives

Share of Voice is a web-based, on-demand report service that measures how often and how prominently a brand is recommended by AI systems. Delivered as a single report per purchase with no subscription or account required, it queries multiple AI providers via API across a defined question panel to produce a focused AI share of voice report. Every finding is backed by preserved raw AI answers, citations, and run metadata, giving marketing and brand teams an auditable record rather than a black-box score.

The report separates brand mention rate from share of voice to prevent inflated brand sizing, and applies a recommendation classifier with alias recognition to score mentions accurately across providers. Per-provider answer counts, including failed requests, are recorded alongside model differences, web search availability, and answer variability across runs. Denominator changes that could distort results are flagged explicitly, so score shifts can be interpreted with confidence.

Share of Voice targets brands and marketers who need to present AI visibility data alongside traffic and pipeline metrics to leadership or boards. The one-page reporting structure is designed for stakeholder communication, covering competitor set analysis and provider-level breakdowns within a documented methodology. No specific industry vertical or company size restriction applies, making the report relevant across marketing, brand management, and competitive intelligence functions.