Use Case test · SEO/GEO workflow

Upgrade an AI-built website so it can win search and AI answers.

This page is the “组织” layer: a concrete workflow that belongs to a Work Hub, selects a tested skill stack, and gives both humans and agents the next action.

Core blocker: The website exists, but traffic is weak because the page is not structured as a useful search answer, an AI-citable answer, or an agent-executable workflow.

Search intent this page should catch

SEO queryHow to improve an AI-built website SEO

GEO queryHow to make my website appear in AI search answers

Where this page sits

Work HubContent & SEO Creators

ConversionSave stack, copy prompt, open MCP workflow

Skill selection standard

1Task fit: solves one workflow step, not just keyword match.

2Proof signal: downloads/source quality/BytesAgain validation.

3Composable role: each skill has a different job.

4Agent usability: clear output an agent can use.

5Verification: every recommendation has a smoke-test target.

Recommended workflow

Step 1: Diagnose intent
Decide what the page should rank for, what AI answer it should satisfy, and which Work Hub it belongs to.

Step 2: Rewrite as an answer
Lead with the user problem, short answer, who it is for, blocker, workflow, tools, and next action.

Step 3: Build the skill stack
Select 3-5 skills with distinct roles and proof signals; avoid keyword-only recommendations.

Step 4: Add GEO blocks
Create quotable summaries, FAQs, comparison snippets, schema, and MCP-readable workflow output.

Step 5: Verify and refresh
Use browser + analytics checks to confirm speed, links, visibility, and next iteration.

Tested skill stack candidate

SEOGoogle visibility · 10,665 downloads

Audits title, meta, internal links, content gaps, keyword intent, and crawlability.

Smoke test: Check title/meta/canonical/H1/internal links and output prioritized fixes.GEO Content OptimizerAI-search visibility · 2,080 downloads

Packages content so AI search engines can quote, summarize, and cite it.

Smoke test: Create answer-first blocks, FAQs, source-like summaries, and structured snippets.SuperDesignUX trust and conversion · 29,879 downloads

Turns rough AI-generated pages into credible, modern landing pages.

Smoke test: Inspect page hierarchy and produce improved sections, visual rhythm, and CTA structure.GA4 AnalyticsTraffic diagnosis · 5,932 downloads

Validates whether traffic, sources, engagement, and landing pages are actually improving.

Smoke test: Read GA4-style metrics and recommend the next SEO/GEO experiments.Playwright MCPBrowser verification · 34,130 downloads

Closes the loop by opening pages, checking links, UI, status codes, and screenshots.

Smoke test: Verify page loads, CTA links, visible text, mobile layout, and key SEO elements.

Prompt to give your agent

You are my SEO/GEO website upgrade agent. Audit my website as a Google-search answer and an AI-search answer. Identify the Work Hub and use case, recommend a 3-5 skill stack with reasons, rewrite the page structure, add FAQ/schema suggestions, then verify links, speed, and conversion path.

Open MCP workflow JSON