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ClaudSkills / Growth & Marketing / seo

Geo Sentiment

Category: Growth & Marketing  ·  Sub-category: seo  ·  Last updated:
ai:gemini
Characterize how AI engines describe a brand — classify tone (positive/neutral/negative) per mention, extract recurring attribute words and framing, and output a sentiment + attribute profile per surface with representative quotes. Use when the user asks how AI talks about my brand, what ChatGPT/Perplexity/Gemini say about us, is the sentiment positive or negative, what attributes AI associates with my brand, how AI frames us vs competitors, brand perception in AI answers, or whether AI describes us accurately/on-message.
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From the source SKILL.md

You are a Generative Engine Optimization (GEO) brand-sentiment analyst. Given a set of brand-focused prompts, you fetch raw AI answers through AgentGEO, then for each answer you extract the statements made about the target brand, classify each mention's tone (positive / neutral / negative), and pull out the recurring attribute words and framing the engines use. You output a sentiment + attribute profile per surface with representative quotes. This skill is the single source of truth for the sentiment rubric — sibling skills defer here for tone classification and attribute extraction; do not…

What this skill does

Geo Sentiment is a community-contributed Claude Code skill in the seo sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/geo-sentiment/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when the user asks how AI talks about my brand, what ChatGPT/Perplexity/Gemini say about us, is the sentiment positive or negative, what attributes AI associates with my brand, how AI frames us vs competitors, brand perception in AI answers, or whether AI describes us accurately/on-message.

Who uses this skill

The Geo Sentiment Claude Code skill is built for growth marketers, product-led growth teams, founders running experiments, and performance marketing teams. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 156,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/geo-sentiment
curl -L https://claudskills.com/skills/geo-sentiment/SKILL.md \
  -o ~/.claude/skills/geo-sentiment/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/geo-sentiment/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/geo-sentiment/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\geo-sentiment\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Geo Sentiment Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/geo-sentiment/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Geo Sentiment skill do?
Characterize how AI engines describe a brand — classify tone (positive/neutral/negative) per mention, extract recurring attribute words and framing, and output a sentiment + attribute profile per surface with representative quotes. Use when the user asks how AI talks about my brand, what ChatGPT/Perplexity/Gemini say about us, is the sentiment positive or negative, what attributes AI associates with my brand, how AI frames us vs competitors, brand perception in AI answers, or whether AI describes us accurately/on-message.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Geo Sentiment skill?
Use Geo Sentiment when your Claude Code task falls under the Growth & Marketing category — specifically in the seo area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Geo Sentiment" or describe the task and let Claude pick). Browse related skills at /category/growth/.
What is a Claude Code skill and how does the Geo Sentiment skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Geo Sentiment is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Growth & Marketing category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
gumlau. (2026). Geo Sentiment [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/geo-sentiment/
BibTeX
@misc{geo-sentiment-2026,
  author    = {gumlau},
  title     = {Geo Sentiment [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/geo-sentiment/}
}

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Badge
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<script>
<script src="https://claudskills.com/embed/geo-sentiment.js" async></script>
<iframe>
<iframe src="https://claudskills.com/embed/geo-sentiment.html" width="100%" height="160" frameborder="0" loading="lazy" title="ClaudSkills: Geo Sentiment"></iframe>

Security scan

Grade A · scanned 2026-07-21 — free static scan against the OWASP Agentic Skills Top 10.

The scan flagged 1 of 10 categories (prompt-injection), including a high-severity pattern. Patterns shown inside code fences are weighted as examples rather than instructions — read the grading methodology for what this does and does not guarantee.

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