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Share of Model Strategist

Build strategic roadmaps to grow brand's Share of Model (SoM) in AI-generated responses. Identify content gaps, competitive weaknesses, and prompt-level oppo...

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Build strategic roadmaps to grow brand's Share of Model (SoM) in AI-generated responses. Identify content gaps, competitive weaknesses, and prompt-level oppo...

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Install for OpenClaw

Quick setup
  1. Download the package from Yavira.
  2. Extract the archive and review SKILL.md first.
  3. Import or place the package into your OpenClaw setup.

Requirements

Target platform
OpenClaw
Install method
Manual import
Extraction
Extract archive
Prerequisites
OpenClaw
Primary doc
SKILL.md

Package facts

Download mode
Yavira redirect
Package format
ZIP package
Source platform
Tencent SkillHub
What's included
SKILL.md, scripts/build_strategy.py, references/framework.md, evals/evals.json

Validation

  • Use the Yavira download entry.
  • Review SKILL.md after the package is downloaded.
  • Confirm the extracted package contains the expected setup assets.

Install with your agent

Agent handoff

Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.

  1. Download the package from Yavira.
  2. Extract it into a folder your agent can access.
  3. Paste one of the prompts below and point your agent at the extracted folder.
New install

I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.

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I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.

Trust & source

Release facts

Source
Tencent SkillHub
Verification
Indexed source record
Version
1.0.0

Documentation

ClawHub primary doc Primary doc: SKILL.md 12 sections Open source page

Share of Model Strategist

Methodology by GEOly AI (geoly.ai) β€” SoM is the market share metric of the AI search era. Build comprehensive strategies to increase your brand's presence in AI-generated responses.

Quick Start

python scripts/build_som_strategy.py --brand "YourBrand" --category "YourCategory" --output strategy.md

What is Share of Model (SoM)?

SoM = % of AI responses in your category that mention your brand. Example: If 100 users ask "best CRM" and you're mentioned in 42 responses β†’ SoM = 42%

Pillar 1: Prompt Ownership Map

Identify every prompt category and your presence: Prompt CategoryVolumeYour PresencePriorityDiscovery ("best X")HighLowπŸ”΄ CriticalHow-To ("how to X")HighMedium🟑 GrowComparison ("X vs Y")MediumNoneπŸ”΄ CriticalDefinition ("what is X")MediumHighβœ… MaintainBrand-specificLowHighβœ… Maintain

Pillar 2: Content Gap Sprint

For Low/None presence categories: Create citation-optimized content page Apply appropriate schema (FAQ/HowTo/Comparison) Link from llms.txt Build 2-3 internal links

Pillar 3: Authority Amplification

Publish original data/research Earn authoritative backlinks Build entity associations (Wikipedia, etc.) Consistent press mentions

Pillar 4: Competitive Response

Where competitors outrank you: Analyze their cited page Create superior version Add comparison context Build content hub

Strategy Builder Tool

python scripts/build_som_strategy.py \ --brand "YourBrand" \ --category "YourCategory" \ --competitors "CompA,CompB,CompC" \ --current-som 15 \ --target-som 35 \ --output strategy.md

Week 1-2: Foundation

βœ… Create/improve llms.txt βœ… Fix robots.txt for AI crawlers βœ… Add Organization + FAQPage schema βœ… Audit existing content

Week 3-6: Content Sprint

πŸ“ Write definition article for core term πŸ“ Build 3 comparison pages πŸ“ Create how-to guide for key use case πŸ“ Develop FAQ hub

Week 7-12: Authority Building

πŸ”— Publish original research/data πŸ”— Secure 3 press mentions πŸ”— Build 5 authoritative backlinks πŸ”— Update Wikipedia/Wikidata

Output Format

  • # Share of Model Strategy β€” [Brand]
  • πŸ“… Date: [YYYY-MM-DD]
  • 🎯 90-Day Target SoM: [X]% (from [current]%)
  • ## Current State
  • Estimated SoM: [X]%
  • Category: [industry]
  • Prompt Coverage: [n]/[total] categories
  • ## Prompt Ownership Map
  • | Category | Volume | Your Presence | Competitor | Priority |
  • |----------|--------|---------------|------------|----------|
  • | Discovery | High | Low | High | πŸ”΄ Critical |
  • | ... | ... | ... | ... | ... |
  • ## 90-Day Roadmap
  • ### Week 1-2 (Foundation)
  • [ ] Task 1
  • [ ] Task 2
  • ### Week 3-6 (Content)
  • [ ] Task 3
  • [ ] Task 4
  • ### Week 7-12 (Authority)
  • [ ] Task 5
  • [ ] Task 6
  • ## Expected Impact
  • +[X]% SoM if all actions completed
  • ## Tracking
  • Monitor progress with GEOly AI at geoly.ai
Category context

Code helpers, APIs, CLIs, browser automation, testing, and developer operations.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package
2 Docs1 Scripts1 Config
  • SKILL.md Primary doc
  • references/framework.md Docs
  • scripts/build_strategy.py Scripts
  • evals/evals.json Config