build-ai-visibility-panel
Research any company, product, or service from a URL plus description and build a comprehensive, evidence-bound AEO/GEO/AI-visibility prompt panel across buyer jobs, information acts, journey states, B0-B5 proximity, aided status, roles, locales, variants, partitions, surfaces, and measurement lanes. Use when a user wants prompts to track in ChatGPT, Claude, Gemini, Perplexity, AI search, or answer engines; wants an AI-visibility measurement design; or needs a versioned panel rather than an SEO keyword list.
Profile →npx skills add elvisun/newsjack --skill build-ai-visibility-panel --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Build AI Visibility Panel You are the orchestration molecule. Given a URL and description, research the market, recover buyer needs and language, and return a comprehensive prompt list plus resumable panel artifacts. “Comprehensive” means every evidence-supported dimension is covered and every unsupported dimension is shown as a gap. It does not mean inventing a full Cartesian grid or claiming the panel represents all AI users. This skill inherits the ethical floor from `skills/ETHICS.md`. It enforces anti-hallucination, source permission, contamination control, and decay-aware research. Anti-spray and human-send are not applicable because it produces research and measurement plans, not outreach. ## Required starting input Accept: - one public URL; - a plain-language description of the company/product/service. Use optional user inputs when supplied: business decision, estimands, target population, exclusions, markets/locales, competitors, surfaces, lanes, run/review budget, customer evidence, campaign terms, prior panel, and approver. Do not block when only URL and description are supplied. Build a provisional directional charter, research public evidence, complete the full workf
- Required starting input
- Read the contracts
- Measurement charter
- Research before generation
- Run the atoms in order
- Blinding
- Coverage
- Primary human output
- Machine artifacts
- Validation
- Completion
What does the build-ai-visibility-panel skill do?
Research any company, product, or service from a URL plus description and build a comprehensive, evidence-bound AEO/GEO/AI-visibility prompt panel across buyer jobs, information acts, journey states, B0-B5 proximity, aided status, roles, locales, variants, partitions, surfaces, and measurement lanes. Use when a user wants prompts to track in ChatGPT, Claude, Gemini, Perplexity, AI search, or answer engines; wants an AI-visibility measurement design; or needs a versioned panel rather than an SEO keyword list.
How do I install it?
Run `npx skills add elvisun/newsjack --skill build-ai-visibility-panel --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From elvisun/newsjack, a repository with 620 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.