Floyi Field Notes

Learn how AI changes search algorithms, AI answers, and SEO visibility, then apply topical architecture, citation, measurement, and publisher controls.

Learn how to do answer engine optimization by auditing AI search visibility, building citation-ready answer assets, and measuring AEO results.

Search intent is the goal behind a query. Learn the four types, validate intent with SERP evidence, and turn findings into content plans.

Learn how to write SEO, GEO, and AEO content briefs with a six-step workflow for research, answer-first structure, quality checks, and AI visibility.

Explore 2026 AI search trends and build a governed topical-authority roadmap to prioritize citations, measure visibility, and guide SEO and GEO.

Benchmark AI search performance with buyer-intent prompts, visibility, citations, recommendations, traffic, conversions, and competitors.

Use an AEO and GEO workflow to optimize content for AI answer generation, from answer-first blocks and proof to citations and visibility testing.

Learn how AI search citations, provenance, and trust signals support citation readiness through claim-level evidence, entity consistency, and visibility audits.

Use AI search research to find, validate, and prioritize opportunities, then build topical authority plans and govern AI search visibility.

Audit AI crawler access, indexing, retrieval, internal links, and citation readiness to prioritize technical SEO fixes across answer engines.

See where AI search cites you or your competitors across ChatGPT, AI Overviews, Perplexity, Gemini, Grok and more, then turn the gaps into a content plan.

Information gain is what your page adds that the top results do not. Floyi briefs now surface the net-new angles only you can add, then verify they land in the draft.

Floyi's MCP server connects Claude and other AI assistants to your SEO pipeline. Find content gaps, generate briefs and drafts, and publish, in plain language.

Learn how AI search mentions differ from citations and get workflows, benchmarks, and playbooks to convert brand mentions into AI citations. Download tools.

Compare the best content brief generators for AI search optimization. Get tool comparisons, implementation playbooks, agency-ready brief templates and ROI proof.

Learn how to build AI-ready pillar pages for SEO, topic clusters, internal links, and measurable authority that boost citations and ROI.

Learn how to map entities, build pillar and cluster pages, measure performance, and scale topic clusters for SEO and AI search.

Compare topical authority tools for clustering, briefs, and content gaps, and see why Floyi fits teams that want research to publish.

Most topical authority tools measure proxies, not authority. See why real measurement starts with a topical map and what a true score requires.

Compare Floyi, Surfer SEO, MarketMuse, Frase, Semrush, and more. See pricing, features, and Floyi's 91% faster, 67% cheaper workflow for AI-ready topical maps.