We help Ecommerce & Retail teams get cited and recommended by AI answer engines. AI search is not a lighter version of SEO.
An ads agency and an email agency will never share a customer view.
AI search is not a lighter version of SEO. Search is turning into a brand channel, where the winner is whoever the model trusts enough to name. That trust is earned off your own website, in the sources AI actually reads, and it compounds for whoever moves first.
One warehouse-native architecture where the same enriched data feeds paid, lifecycle and the storefront. Server-side tracking and identity resolution produce a single customer view in BigQuery. That view feeds enriched segments back into the ad platforms, and the same data drives the email and SMS flows — so paid and lifecycle compound instead of competing.
Know exactly how AI engines answer your buyers, tracked straight to revenue. We run the real prompts your buyers use through ChatGPT, Perplexity, Gemini, and Google AI Overviews to baseline citation rate, share of voice, and sentiment. Ongoing reports track those metrics plus LLM referral conversions, tied to revenue.
We shape content so models quote you first. Content restructured the way models read it: definition-first sentences, self-contained sections, dense verifiable facts. AI cites specific passages rather than whole pages, so we optimize at the passage level.
One foundation that pays into Google rankings and AI answers. Models reason about entities, so we make it unambiguous who you are and what you sell: schema, structured data, clean internal linking, and open crawl access for the AI crawlers. The same work lifts your Google rankings.
Most of the win is earned off your own domain. AI trusts credible sources, so we build presence where the models look: earned press, review platforms, community discussion, and the third-party rankings engines quote back verbatim.
We test your buyers' real prompts against every major AI engine and benchmark your citation rate and share of voice. You leave with a scored baseline and the fastest wins ranked.
Schema, structured data, crawl access for AI bots, and clean internal linking, so models can parse who you are. It lifts your traditional rankings too.
Pages, answers, and FAQs built for your highest-value prompts, structured passage by passage for retrieval and citation.
Press, reviews, community presence, and the third-party rankings AI quotes back. This is the supply chain for citations.
Citation rate, share of voice, sentiment, and LLM referral conversions, fed back into the next cycle. Authority compounds for whoever moves first.
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