Blog & resources
Insights for scientific e-commerce growth
Practical guides on catalog SEO, AI search and paid media for life-science, chemical and large-catalog brands. The posts below are planned titles; the first articles are coming soon.
Catalog SEO
How to get 25,000 product pages indexed without burning crawl budget
Facet rules, sitemap segmentation and template fixes that work on Magento and Shopify Plus.
Coming soonAEO
Why AI Overviews quote your distributor instead of you (and how to fix it)
The structure Google extracts from, and the schema that makes it possible.
Coming soonGEO
How to measure your brand’s visibility in ChatGPT and Perplexity
A repeatable prompt-tracking method for scientific brands.
Coming soonLife science
Optimizing antibody product pages: host, clonality, isotype and validation data
A template that ranks and converts researchers.
Coming soonPaid media
Catalog-number Shopping campaigns: the highest-ROAS structure for lab suppliers
Feed rules, custom labels and exclusions.
Coming soonContent
Datasheet liberation: turning PDFs into pages that rank and get cited
A workflow for technical documentation at scale.
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