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Level UI • 21 hours • in Articles • 9 min read
An MCP server is not a new API. It is a thin layer over the one you already have
Somewhere in the last year, "do we need an MCP server?" joined the list of questions that arrive in a brief before anyone has said what the thing is for. It is usually framed as MCP vs API, as though the Model Context Protocol were a newer kind of AP...
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  • ai
  • api
  • webdev
  • security
7 Reactions 7 Comments
floxolab • Oct 7 • in Articles • 9 min read
Find Keyword Cannibalization in Search Console | FloxoLab
Keyword cannibalization is an SEO diagnosis, not a Search Console status or a named Google penalty. The practical problem occurs when two or more pages on your site serve the same search intent and make it unclear which page should be the pr...
  • page
  • query
  • pages
  • same
  • useful
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floxolab • Sep 13 • in Articles • 8 min read
White-Hat Link Building for Small Businesses
Direct answer: create something a specific, relevant publisher would genuinely reference, identify a short list of pages whose audiences need it, and send a concise pitch that explains the value to those readers. Judge the result by editorial relevan...
  • link
  • page
  • useful
  • asset
  • links
0 Reactions 0 Comments
floxolab • Aug 31 • in Articles • 8 min read
Faceted Navigation and Pagination for Ecommerce SEO
Direct answer: Treat each filter and page-number URL as a product-discovery decision, not as a by-product of the interface. Keep crawlable links to categories, useful curated facets, and paginated product sets. Block or otherwise contain combinations...
  • url
  • page
  • search
  • pagination
  • useful
3 Reactions 0 Comments
floxolab • Aug 28 • in Articles • 8 min read
Product and Category Page SEO
Direct answer: make a category page help shoppers narrow a meaningful product set, then make each product page answer whether the specific item fits, what it includes, what it costs, whether it is available, and what happens next. Link the hierarchy ...
  • product
  • page
  • category
  • url
  • useful
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