AI visibility agent skill for brands

    Run your GEO strategy on autopilot

    Your agent monitors AI answers, finds the visibility gaps that matter, and turns the strongest opportunities into finished work.

    Works with the agent you already use

    How to install

    Complete skill · MIT licensed

    Point your agent at this file

    That is the entire installation. The agent reads how to connect SEOforGPT, which tools to use, what to run autonomously, and where it must stop for approval.

    https://www.seoforgpt.io/agent-skills/seoforgpt-brand-visibility/SKILL.md
    Open file
    1. The agent installs or loads the complete skill.
    2. It connects to https://www.seoforgpt.io/mcp and requests authorization.
    3. It starts the recurring workflow for the configured workspace.

    One-time human setup: complete signup, onboarding, and the first visibility test before authorizing the agent.

    Autonomous execution

    One agent. The complete operating loop.

    Follow the cycle from live visibility evidence to completed work. The agent keeps moving until the next action needs approval or the scheduled run is complete.

    1Agent stage

    Detect where competitors are winning

    A prioritized list of losing prompts, competitor evidence, cited sources, and next actions.

    C

    Claude Code

    SEOforGPT skill active

    Scheduled task

    Run the weekly visibility cycle for the authorized brand project.

    1. get_account_statusPlan and quota confirmed
    2. get_visibility_report19 buyer prompts analyzed
    3. get_competitor_intelligence3 high-impact gaps found

    Result generated

    Competitor gap priority

    Buyer promptCurrent winnerOpportunity
    Best CRM for scaling teamsHubSpotBrand absent
    CRM with flexible workflowsPipedriveRank 6
    CRM for revenue operationsSalesforceNo cited page

    Conclusion

    Prioritized the 3 prompts where competitors gained visibility and attached the supporting answers and citations.

    2Agent stage

    Turn the strongest gap into published content

    A gap-backed article published to the authorized WordPress site.

    C

    Claude Code

    SEOforGPT skill active

    Scheduled task

    Create the strongest gap-backed article and publish the approved version.

    1. suggest_content_topicsBest opportunity selected
    2. generate_contentDraft completed
    3. save_content_versionImproved version saved
    4. wordpress.publish_postPublished to the connected website

    Result generated

    Published article

    How to choose a CRM that scales with your revenue team

    Source gap
    CRM for revenue operations
    CMS
    WordPress
    Status
    Live on website

    Conclusion

    Published the approved version to WordPress and preserved the exact saved version used for delivery.

    3Agent stage

    Measure movement and continue

    A trend summary, completed-action log, blocked external actions, and the next scheduled check.

    C

    Claude Code

    SEOforGPT skill active

    Scheduled task

    Measure what changed, record the completed work, and schedule the next visibility cycle.

    1. get_visibility_trendsMovement since the previous cycle measured
    2. get_visibility_reportCompleted actions linked to current results
    3. agent_schedulerNext visibility cycle queued

    Result generated

    Visibility cycle result

    Visibility
    +8%

    Since the previous cycle

    New mentions
    4

    Across tracked AI providers

    Actions closed
    3

    With supporting evidence

    Next check
    Sep 5

    Recurring cycle scheduled

    Conclusion

    Connected the completed work to measured visibility movement and scheduled the next cycle with a clear evidence trail.

    4Agent stage

    Turn outreach opportunities into earned mentions

    Qualified outreach targets with approved emails sent through Gmail MCP.

    C

    Claude Code

    SEOforGPT skill active

    Scheduled task

    Find citation opportunities and send the approved outreach through Gmail.

    1. get_outreach_targets8 citation opportunities found
    2. gmail.search_threadsExisting conversations checked
    3. gmail.send_email3 approved emails sent

    Result generated

    Outreach opportunities

    PublicationOpportunityEmail status
    G2CRM category roundupSent
    RevOps Co-opRevenue tools guideSent
    SaaS WeeklyCRM stack issueSent

    Conclusion

    Sent three explicitly approved outreach emails and recorded each target, angle, and thread for follow-up.

    What this unlocks

    Become the brand AI recommends without building an entire GEO team

    The agent turns every missed recommendation into an evidence-backed action, then keeps working until the next cycle. Your visibility program compounds instead of restarting from another dashboard review.

    Never miss a visibility shift

    Know when buyer prompts are gained or lost, which competitor replaced you, and where the next intervention matters most.

    Turn gaps into finished assets

    Move from a losing answer to the right topic, an improved article, a saved version, and a delivery-ready draft in one operating loop.

    Build authority where models look

    Convert citation and readiness evidence into technical priorities, source opportunities, and outreach preparation grounded in real answers.

    Prove GEO progress

    Connect visibility movement to completed work, preserve the evidence, and show exactly what the agent will do next.

    Install and connect

    What happens after you share the file

    The agent handles installation using its host's native skill system, connects to the authorized workspace, and turns the operating mandate into recurring execution.

    Complete SEOforGPT onboarding first

    Create the project or client workspace in SEOforGPT and wait for the initial prompts to finish testing. The agent does not create accounts or bypass that first test.

    Prefer one complete instruction?

    Paste this sentence into any compatible agent.

    Read and install the complete SEOforGPT Brand Visibility Skill from https://www.seoforgpt.io/agent-skills/seoforgpt-brand-visibility/SKILL.md. Follow that file to connect SEOforGPT and operate the authorized brand workspace.
    1. 1. Read

      The agent loads one self-contained file with the complete operating system.

    2. 2. Connect

      You approve secure access to the existing SEOforGPT account once.

    3. 3. Run

      The agent executes the configured, quota-aware workflow on repeat.

    End-to-end workflow

    The complete brand GEO operating loop

    The agent establishes current state, executes the highest-value valid action, records the result, and continues on the configured cadence.

    1. 1

      Measure AI visibility

      Retrieve completed tests and refresh stale saved buyer prompts when the operating mandate and quota allow it.

    2. 2

      Diagnose the gap

      Compare competitors, provider answers, cited sources, share of voice, rank, and historical movement.

    3. 3

      Improve the measurement set

      Add custom prompts and correct false-positive competitors without deleting the underlying evidence.

    4. 4

      Plan and create

      Turn measured gaps into topics, generate content, and preserve agent-edited drafts as explicit versions.

    5. 5

      Publish and build authority

      Deliver an authorized version to a connected CMS and prepare outreach from real citation opportunities.

    6. 6

      Report and repeat

      Summarize trends, document completed actions, record gated deliverables, and schedule the next evidence-based cycle.

    What the skill covers

    A complete AI visibility workflow, not a prompt pack

    • Check project readiness, plan access, and remaining quota
    • Run or retrieve visibility tests and provider-level answers
    • Track competitors, citations, rankings, and trends
    • Add custom buyer prompts to an existing onboarded project
    • Mark a detected company as a competitor or not a competitor
    • Plan topics and generate structured, citation-ready content
    • Save agent-edited content as a new version of its topic
    • Deliver an authorized content version through the connected CMS
    • Prepare outreach targets and recurring visibility reports

    Example operating mandate

    “Operate the authorized brand project every week. Refresh stale visibility data within available quota, maintain prompts and competitor classifications, execute the highest-value content opportunity, save the improved article as a new version, and log gated external actions. Never guess a project or publish live without explicit authority.”

    Configure this once in the task or schedule. The skill turns it into recurring, quota-aware execution without requiring step-by-step prompts.

    Autopilot with accountable controls

    Routine work follows the configured mandate. Hard gates protect onboarding, ambiguous write targets, client boundaries, live publishing, public links, and external communication.

    A human creates the account, completes onboarding, and waits for the first visibility test.
    The agent only accesses projects authorized through the SEOforGPT MCP connection.
    Routine tests and generation follow the configured mandate, plan entitlement, and available quota.
    Live publishing, public links, and external outreach remain hard gates unless explicitly authorized.

    Questions brand teams ask before installing

    Setup, permissions, content versions, scheduling, costs, and the limits of agent-led GEO work.

    What will the AI visibility agent do for my brand?

    It monitors how your brand appears in AI answers, finds the prompts and competitors creating the largest visibility gaps, turns those findings into a prioritized strategy, creates citable content, publishes approved work, prepares outreach, and measures what changed in the next cycle.

    What results will I receive after each cycle?

    Each cycle produces a clear record of the visibility changes found, the opportunities selected, the work completed, any actions waiting for approval, and the next scheduled check. Depending on the mandate, this can include published articles, outreach results, and a visibility progress summary.

    How does the agent decide what to work on first?

    It uses your latest SEOforGPT evidence to compare lost prompts, competitor gains, citation gaps, provider answers, content readiness, result freshness, and available quota. It then selects the valid action with the strongest expected visibility impact instead of following a generic content calendar.

    What should I connect the agent to?

    SEOforGPT MCP is the required connection for visibility data and GEO actions. Add only the optional connections your workflow needs:

    • Website publishing: WordPress, Webflow, Ghost, Wix, or another supported CMS.
    • Email and outreach: Gmail, Outlook, or another supported email tool.
    • Knowledge and source material: Google Drive, Notion, or an approved document store.
    • Approvals and communication: Slack, Microsoft Teams, or the system your team already uses.
    • Scheduling: recurring automation supplied by the chosen agent host.

    Every external tool must be supported by the agent host and authorized separately.

    Will I approve publishing and external emails?

    Yes. Live publishing, public report links, and external emails are approval-controlled actions. You can approve an individual action when it is ready or explicitly authorize a defined destination and action in the operating mandate. Without that authority, the agent prepares the work and stops before sending or publishing.

    How does it preserve our brand voice and factual accuracy?

    The agent follows the brand information, source material, and writing instructions available in the authorized project and operating mandate. It grounds recommendations in retrieved evidence, saves revisions as new versions, and keeps the publishing step controlled. Important claims and final copy should still follow your normal review policy.

    Which AI platforms does SEOforGPT monitor?

    SEOforGPT visibility workflows use the providers available to the selected project, including ChatGPT, Claude, Perplexity, and Gemini. The exact provider coverage and usage available to the agent depend on the project configuration and connected SEOforGPT plan.

    Does the agent run automatically, and must my computer remain open?

    The skill can run recurring cycles when its agent host or automation system provides scheduling. Whether your computer must remain open depends on that host. A cloud-hosted agent can continue remotely, while a locally running agent normally requires the local process and required connections to remain available.

    Which agents can use the skill?

    The skill uses portable Markdown and capability-based instructions. It can be used by agents such as Claude Code, Codex, Cursor, OpenClaw, Hermes Agent, Grok, and other hosts that can read the skill and connect to MCP tools. Installation and scheduling details vary by host.

    What setup is required?

    First, sign up through SEOforGPT, complete onboarding, create the first project, and wait for the initial visibility test. Then point your agent to the skill file, connect and authorize SEOforGPT MCP, select the project, and define the operating mandate. Connect Gmail, WordPress, or another external tool separately if the agent will use it.

    Can it add prompts and correct false competitors?

    Yes. It can add custom buyer prompts to an existing onboarded project within plan limits. It can also reversibly mark a detected company as a competitor or not a competitor. Correcting a classification does not delete the underlying answers or historical visibility evidence.

    How are usage limits handled?

    Before quota-consuming work, the agent checks the selected account, plan access, active jobs, and remaining allowance. It follows the same limits as the connected SEOforGPT account, does not bypass onboarding or free-test rules, and records any action that could not run because quota or entitlement was unavailable.

    Is our project data private?

    The agent can access only the projects authorized through the connected SEOforGPT account. It should keep a stable project ID for every operation and must not guess when the target is ambiguous. Any connected Gmail, WordPress, or other service remains governed by that service’s own authorization and permission settings.

    How quickly can AI visibility improve?

    SEOforGPT can measure the current position as soon as a visibility test is complete, but improvement does not follow a fixed timeline. New content, citations, model updates, competition, and the questions being tracked all affect how quickly changes appear. Meaningful movement is usually evaluated across repeated cycles, not a single run.

    Are AI mentions or citations guaranteed?

    No. The skill creates a consistent, evidence-based process for choosing and executing useful GEO work, but AI answers are controlled by external models and can change. No agent, agency, or software can guarantee a mention, recommendation, rank, citation, or traffic result.

    Put your AI visibility workflow on repeat

    Complete initial workspace setup, connect the agent, configure its scope and cadence, and let the skill run the recurring evidence-to-action loop.

    Start as a brand