Systems Lab

Agent skill

search-discoverability

Assess buyer search coverage across traditional SEO, AI/answer engines and programmatic search.

activeReaches the webInstructions only392 words

Filed under Content and SEO.

From mia-ppp/PMM-Skills · 45 skill entries · 71 · pushed 2026-10-16

What it does when it runs

Assess buyer search coverage across traditional SEO, AI/answer engines and programmatic search. Use for SEO audits, rankings, AI citations, visibility gaps, scaled page opportunities, indexation and search/listing presence. Produce recommendations and briefs; content and technical deployment have separate owners.

Automated analysis of the skill and the 14 files bundled beside it. A skill’s own description is written to be selected by an agent, so it describes the job and not the dependencies.

Keys and connectors you must supply
None found.
Hosts it reaches
  • agenthunter.com
  • ai.xyz
  • aiagents.live
  • aiagentsbase.com
  • aiagentsdirectory.com
  • aiagentslist.com
  • aiagentsmarketplace.com
  • aiagentstore.ai
  • aichief.com
  • aimatchpro.ai
  • aipediahub.com
  • airtable.com
  • aiscout.net
  • aistage.net
  • aitools.inc
  • aitools.love
  • aitoolsdirectory.com
  • alternativeto.net
  • api.slack.com
  • apitracker.io
  • bestofweb.io
  • betalist.com
  • crozdesk.com
  • developers.google.com
  • devhunt.org
  • digitalreadymarketing.com
  • directory.com
  • dofollow.tools
  • ecosystem.hubspot.com
  • facebook.com
  • fazier.com
  • firsto.co
  • getbyte.co
  • glama.ai
  • goodaitools.com
  • internationalwebmastery.com
  • johnmu.com
  • launchingnext.com
  • launchvault.com
  • linkedin.com
Tool permissions it declares
No allowed-tools in the frontmatter. It only issues instructions, so there is nothing to bound.
Actions present in the files
None. Instructions only.

Ask about search-discoverability

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Is this safe to install?ClaudeChatGPT
Adapt it to my stackClaudeChatGPT
What else do I need for it to workClaudeChatGPT
Rather ask a human? Talk to Cheetah
git clone --depth 1 --filter=blob:none --sparse https://github.com/mia-ppp/PMM-Skills.git /tmp/PMM-Skills
git -C /tmp/PMM-Skills sparse-checkout set "skills/search-discoverability"
mkdir -p ~/.claude/skills/search-discoverability
cp -R "/tmp/PMM-Skills/skills/search-discoverability/." ~/.claude/skills/search-discoverability/

Picked up without a restart. A project skill of the same name is shadowed by your personal one. For one repository only, swap ~/.claude/skills for .claude/skills. Claude Code docs ↗

The folder is the same in every client that implements the format — 46 of them — so if yours is not above, only the destination changes.

Reproduced in full from mia-ppp/PMM-Skills/blob/5281aa6e55ca12d2ad5f97c3bf45e8cf49488225/skills/search-discoverability/SKILL.md, which is licensed MIT (repository). 392 words, 7 headings.

Search Discoverability

Approved context and evidence

Read ../_shared/evidence-gaps.md and ../_shared/ssot-consumption.md. Load only relevant approved manifest context and record sources in Inputs and assumptions. Read ../_shared/segment-selection.md when an audience decision is needed; inherit accepted segments and ICP. Separate sources, interpretation, and proposals. Missing evidence remains Assumed or Gap. Do not edit SSOT. Route proposed canon changes to ssot-context-loop for human review and approval.

Modes

ModeLoad and assess
Traditional search visibilityTraditional search: buyer query coverage, intent, on-page relevance, crawl/index diagnosis, internal linking, cannibalization and search visibility.
AI/answer-engine visibilityAnswer engines: documented query sets, platform/date, repeated observations, answer/citation visibility, citation-source analysis, extractable patterns and third-party presence.
Scaled/programmatic opportunitiesScaled search: defensible data, unique buyer value, template briefs, cannibalization, pilot selection and indexation monitoring.

Workflow

  1. Map accepted buyers and evaluation questions to query sets and existing content. Distinguish branded, category, use-case and competitive discovery. Record platform, date, method and observation limits; one answer is not universal visibility.
  2. Diagnose coverage, citations and technical impediments separately. Cite actual evidence; mark unavailable ranking/indexation data as Gap. Do not promise ranking or AI inclusion.
  3. Prioritize recommendations by buyer value, confidence, cost and dependencies. For scale, require unique value and defensible data before a small pilot; stop expansion if quality, cannibalization or indexation guardrails fail.
  4. Brief content-strategy, marketing-copy or competitor-alternatives for content; website-buyer-journey for buyer paths; web/SEO engineering for deployment. PMM approves truth and claims, not markup mechanics.
  5. Specify leading coverage metrics and qualified acquisition outcomes with analytics-tracking, owner and review cadence.

Conditional references

Read technical markup guidance for structured-data requirements and examples. Engineering checks current eligibility, implements and validates. Read listing catalogue and tracker for relevant third-party search presence. Treat catalogue costs, traffic and policies as unverified leads until checked. No universal directory quota. Launch-platform coordination belongs to launch-strategy, customer review programs to customer-marketing, integration marketplaces to partner-marketing, and approved listing descriptions to marketing-copy.

Required output

Inputs and assumptions; mode/query scope; sourced visibility diagnosis; buyer-coverage and citation gaps; prioritized content/technical briefs; scale pilot and safeguards where applicable; owner handoffs; measurement plan; ranked Evidence gaps. Final content passes originating requirements and independent messaging review. This skill does not deploy pages or silently redefine strategy.

Related skills

content-strategy, marketing-copy, competitor-alternatives, website-buyer-journey, analytics-tracking, launch-strategy, customer-marketing, partner-marketing.

Files bundled with it

These load only when the skill asks for them, so they cost nothing until it runs.

Other skills for the same job

Different authors, same problem. Matched on the words in the skill name, across every library in the catalogue except this one.

Need help setting it up?

This page tells you what search-discoverability does and what it needs. Cheetah builds the agent setup it runs inside: data, CRM, sequencing and the guardrails.

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