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Insight Global
video/social and be able to orchestrate them to one outcome.
search /GEO/AEO/LLM visibility.
video/social — able to set a course across all four rather than going deep in just one.
as a hypothesis to be re-tested, not a fixed methodology.
to brief and evaluate technical partners – ability to build a plus.
diverse teams.
securing buy-in from engineering, brand, and compliance stakeholders.
citation tracking).
owned/earned growth on platforms with demonstrated AI-citation weight (video/social folded
in here — both are "earn presence in places AI engines draw from").
zero unresolved non-compliant claims outstanding at any time. (Merged since both are integrity
metrics — one factual, one regulatory — and a miss on either is the same kind of failure:
something false is circulating that shouldn't be.)
baseline.
verdict.
o Stand up and own the system that tells us what's working: share of voice / share of
model, citation frequency, sentiment and framing, and AI-sourced traffic and revenue —
tracked per surface and over time, against a defined competitive set and prompt basket.
Run structured experiments, hold a clear methodology through constant change, and
translate it all into a leadership-ready view.
o Influence the sources AI engines draw on: digital PR, authoritative citations, reviews and
review surfaces, inclusion and accurate representation in category roundups, and
expert/practitioner and creator mentions. Build relationships with the publishers and
communities whose content AI systems repeatedly cite
o Produce content engineered to be cited, not just to rank: question-led, answer
structured pages targeting consideration-stage queries; education and FAQ assets; and
a well-formed brand entity footprint (knowledge-graph and authoritative-reference
presence). Optimize for citation-worthiness rather than mere retrieval.
o Develop owned and earned presence on the video and social platforms that carry
weight in AI visibility (YouTube prominent among them today), coordinated with brand
and social — both content the brand creates and mentions it earns.
o Ensure content and product data are accessible and parse-able to AI
crawlers and feeds. Treat technical tactics (structured data, feeds, markup) as
hypotheses to test for impact, not articles of faith — invest where they demonstrably
help and don't where they do
o Ensure AI assistants describes products correctly — ingredients, forms, use
cases, differentiators — and maintain a “source of truth” product knowledge layer that
feeds owned and earned surfaces (ties into existing product-copy, metafield, and site
search mapping work
o Apply regulatory-approved copy standards (FTC/FDA structure-function rules)
to all output; proactively detect and drive correction of inaccurate or non-compliant
claims AI engines attribute to . Partner with — not override — existing claim
sign-off. Visibility never outruns compliance.
o Make generative search legible across paid, email/retention, e-commerce, supply, and
brand; report progress and learnings on a defined cadence; and feed insights both ways
with the wider growth motion.
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