Create product-led SEO strategies that turn product value, user intent, page architecture, taxonomy, and scalable user experiences into organic growth.
SkillScore95Maintained
Automatic
◆Marketing & Content pack
Last verified 8/16/2026
What it changes
Passed 21 of 22 test cases with the skill, and 20 of 22 without it.
Without skill91%
With skill95%
Checks it passed that the model alone missed
Recommends feature comparison matrix pages showing live product workflows
1 fixed20 passed either way1 still failing0 broke
Pass-rate lift
+5 pp
Tokens
+9%
Agent turns
0%
Response time
-10%
Model gemini-3.6-flashMeasured 8/16/2026v121 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
A test case the skill fixed. Same model, same prompt, with and without the skill.
Prompt
A SaaS startup wants to capture traffic from prospect users comparing them to established competitors. What product surface provides maximum utility over a basic opinion blog post?
What was checked, without and with the skill
Checked
Without skill
With skill
Recommends feature comparison matrix pages showing live product workflows
Missed
Passed
case-18 · gemini-3.6-flash · 8/16/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md44 lines2 files
Product-Led SEO Strategy
Use this skill to plan SEO from the product outward: who the user is, what they need, what product surface can satisfy that need, how the site architecture scales, and how the work compounds over time.
This skill is derived from Eli Schwartz's Product-Led SEO and uses transformed guidance with durable book-topic references. Do not copy book prose into user outputs.
Quick Start
Load guidelines.md to choose the smallest useful reference set.
Use workflows/create-seo-strategy.md for a full strategy.
Anchor recommendations in user demand, product usefulness, and business outcomes.
Treat keyword data as supporting evidence, not the starting point.
Deliver concrete product/page ideas, required teams, measurement plan, and risks.
Default Output
When the user asks for a strategy, return:
Strategic thesis - the user demand and product-led SEO angle.
Product surface - pages, templates, taxonomy, tools, databases, or content experiences to build.
Moat - why this is difficult to copy.
Execution plan - phases, owners, dependencies, and launch sequence.
Measurement - impressions, clicks, conversions, business proxy metrics, and learning loops.
Map SEO personas, search intent, funnel stage, expected content format, CTA, device context, and localization needs into actionable organic search plans. Use when planning keyword research, SEO content briefs, funnel mapping, search intent analysis, persona-driven content, or when traffic is not converting.
Use when recording, registering, or updating a project feature, flow, page, component, module, utility, pattern, contract, domain, or business concept into Wingman's project map for future discovery and reuse/reference decisions. Trigger for 登记, 记录, 加入项目地图, 以后 AI 能找到, catalog, register, record, add to project map, feature inventory, capability map, or reusable capability. Do not use for explaining code, editing code, summarizing a file, or writing memory/history unless the user asks to add proje