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Insights / Field reports

Field notes fromthe AI search frontier.

Frameworks we ship, case studies from industrial e‑commerce engagements, and the algorithm updates that actually moved revenue. No listicle filler — only what we’ve seen work, or fail, on real client pipelines.

Posts published
19
Topics covered
7

What we write about

Three pillars. No filler.

Every post lands in one of three buckets — the same three we build engagements around. If a topic doesn’t move revenue or readiness, we don’t publish on it.

  • § 01 · GEO · AI search

    How to be the source AI engines cite.

    Citation engineering, schema depth, AIO-readiness checklists, and the structural shifts behind why traffic from informational queries collapsed in 18 months.

  • § 02 · Technical SEO

    The mechanics under the rankings.

    Catalog architecture, crawl budgets, internal linking at industrial scale, Core Web Vitals on real PDP templates — not the homepage demo.

  • § 03 · Conversion / lifecycle

    What the traffic does once it lands.

    B2B e‑commerce funnel mechanics, quote-cart vs cart logic, lead-magnet timing, and the email sequences that actually move pipeline.

The archive

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Filter by the practice area you’re working in — or scroll the full index, newest first.

Topics

15 minutes. The one constraint.

Free, no sales pitch. We’ll review your top product categories against the AI-Readiness checklist and tell you the single change with the highest payback.