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Freya Collins

Freya Collins is a AI Answer UX Researcher, 900+ Answer Blocks Studied at Auspia, focusing on answer UX, summaries, tables, scannable article structure.

3recent articles since 2026.

From the author

Recent Articles From Freya Collins

SEO16 min read

How to Diagnose Search Experience Optimization with Codex (Full SKILL.md Included)

Get the codex-seo-sxo skill, read a Google SERP backwards for the page type it rewards, and watch it give one page two verdicts in one day: ALIGNED on its commercial keyword, MISMATCH on its informational one.

Freya Collins

Aug 29, 2026

SEO5 min read

How to Choose SEO Keywords With Google Antigravity

Use Google Antigravity to turn a keyword decision into reviewable artifacts: a research plan, browser evidence, a page-ownership map, and an approval-ready recommendation.

Freya Collins

Jul 29, 2026

SEO5 min read

How to Fix a Google Indexing Issue With Google Antigravity: A Verifiable Workflow

Use Google Antigravity's Manager and Editor workflow to turn one indexing issue into a reviewable implementation plan, code diff, walkthrough, and live verification checklist.

Freya Collins

Jul 29, 2026