Share of voice in AI search is the defining competitive metric of 2026. We build the measurement framework and run the programs that compound your citation rate across every AI engine, every month.
Traffic from AI-generated answers doesn't always appear cleanly in analytics. Brands are losing consideration-stage buyers to competitors who appear in AI responses — with no dashboard showing the loss. Without measurement infrastructure, AI visibility is invisible, unmanaged, and declining by default.
We establish your starting citation rate across ChatGPT, Perplexity, Gemini, Google AI Overviews, and Copilot — giving you the baseline every growth measurement references against.
We run identical prompt sets against your competitors and map the citation landscape — showing exactly who owns AI share in your category and by how much.
We build a 500+ prompt library covering every stage of the buyer journey in your category and run it monthly across all major engines to produce consistent trend data.
Each monthly report includes a prioritised sprint plan — specific content, authority, and technical actions mapped to the largest citation gaps identified in that cycle.
Measurement without action is just reporting. Our teams execute the content and authority programs that turn visibility gaps into citation wins within the same engagement.
Monthly scorecards translate prompt-level data into boardroom-ready metrics: AI share of voice, citation growth rate, and estimated AI-influenced pipeline.
We design and deploy a prompt library of 500+ queries across your category's buyer journey, establish a testing cadence across all major AI engines, and run the first baseline to document exactly where you stand today.
Measurement drives action. We run monthly sprint cycles targeting the highest-impact citation gaps — combining content optimisation, authority building, and technical improvements specific to each engine's citation logic.
Monthly scorecards show citation share growth vs. competitors, prompt-level wins and losses, and AI-influenced pipeline estimates — giving leadership the data to invest confidently in AI visibility as a business metric.
A fast-growing marketplace was leaking authority through duplicate URLs and slow templates. We re-architected crawling, halved load times, and rebuilt their internal linking.
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