AI share of voice estimates how often your brand appears in AI-generated answers relative to competitors, weighted by estimated impressions. Measure it consistently, inspect platform-level results, and pair SOV with citation and traffic data to turn visibility into business impact.
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Brands can be excluded from AI answers for four distinct reasons: crawlers can’t reach their content, positioning is inconsistent, extractable evidence is missing, or reputation signals are weak. This guide shows how to diagnose which layer fails and what teams should fix first.
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Google’s first Marketing Platform “Drops” bundles Gemini‑curated DV360 media packages, adds LinkedIn CTV inventory to DV360 and introduces a Gemini‑powered Search Ads 360 Home. Marketers should pilot the new bundles and confirm measurement and rollout details before reallocating budgets.
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A practical guide to connecting Claude to Kapwing’s MCP and using the /captions, /translate and /dubbing skills to caption, translate and dub videos, with setup commands and operational checks for marketing and video teams.
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Semrush Starter and Pro+ include the same core SEO and AI-visibility tools but differ on project limits, daily tracking quotas, historical data and benchmarking features. Choose Starter for focused single-site programs; choose Pro+ when you need multi-site capacity, competitive benchmarking or historical context.
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