Site readiness score reflecting crawlability and understanding for AI search systems.
Semrush
Broad marketing platform with AI visibility reporting, prompt monitoring, and geo-aware brand tracking inside a larger SEO suite.
Plans
Semrush One
LLM Support
Integrations
Metric Definitions
Normalized metrics supported by Semrush, with vendor-specific naming and caveats attached at the plan level.
Average placement of a brand, citation, or response element within tracked AI answers.
Occurrences where a brand is mentioned in tracked AI responses or prompts.
Vendor wording may refer to raw mention totals or prompts containing mentions rather than a single standardized count model.
Estimated total query audience across topics where your brand appears.
Highlights the prompts, topics, and sources shaping your AI reputation.
Overall progress metric for how well you appear in top citations across tracked prompts.
Estimated demand or frequency for tracked AI prompts, topics, or questions.
Vendor frames this as AI topic demand rather than a direct prompt count.
Vendor presents this as an aggregate sentiment summary.
Relative visibility of a brand compared with competitors across a tracked set of prompts or responses.
Frequently cited sources mentioning competitors but not your brand.
How often a brand appears across a tracked set of AI prompts, responses, or engines.
Vendor uses AI visibility terminology rather than a generic visibility label.
Published Reviews
Editorial reviews and scorecards that include Semrush.
Stevia Putri · 2026-01-27 · 4 tools rated
Positioned as the strongest fit for larger teams already managing SEO and AEO together inside one platform.
Generate More · 2026-01-15 · Single-product review
Video review
Mixed; worthwhile as an add-on for current SEMrush users, but not yet polished enough to fully meet agency or advanced multi-client needs.
Ethan Smith · 2024-05-07 · 8 tools rated
Included as a broad suite that mixes AI visibility with wider SEO, sentiment, and market intelligence workflows.
Maria Harutyunyan · 2026-01-25 · 14 tools rated
Positioned as the best fit for teams already standardized on Semrush and wanting AI visibility inside an established SEO stack.
Jeffrey Kranz · 2025-11-24 · 7 tools rated
Ranked near the bottom because the article sees a strong vision but weak execution and too much AI-generated noise in reports.
Maddy Osman · 2025-11-10 · 8 tools rated
Positioned as a strong option for teams already standardized on Semrush and wanting GEO beside classic SEO.