Can this workflow create a white-label client report?

It can create an agency-ready brief and, when the workspace is entitled, a public read-only report link with optional agency or presenter details.

Can I use it for a prospect?

Yes. Select the agency pitch workspace, check account status first, and keep the output to audit, readiness, brief, and permitted sharing workflows.

Does the brief replace the underlying visibility report?

No. The brief is a concise interpretation of selected project evidence. The report remains the source for detailed prompts, providers, competitors, and citations.

Client Visibility Brief | MCP Workflow

A client visibility brief shows the client their latest AI visibility movement, competitor and citation signals, explains what changed, and returns prioritized next actions instead of a raw dashboard export.

Copy-ready agent prompt

Paste this into your connected AI agent to run the complete workflow.

Claude

Slack

Sheets

Prompt

Use SEOforGPT. First list my projects and ask me which client to use. Then create a client visibility brief with: visibility trend, biggest competitor signal, currently cited URLs, prompts we are losing, and the 3 actions we should take before the next client call.

What this workflow can do for you

Use this when you need a sharp client update before a call. Your agent can inspect the latest project data and turn current visibility, competitor, and citation signals into a narrative your client understands.

Summarize the latest visibility changes for one client
Explain which competitors are strongest in the latest report
Surface cited URLs and prompts that need attention
Turn the data into a client-ready update

When to use this workflow

Before a client call when the account team needs the important changes without rebuilding a report.
After a visibility run when raw provider and citation data needs a clear client narrative.
During prospecting when an agency needs a pitch-safe assessment without promising paid-client delivery tools.

Workflow at a glance

01Input	A selected agency pitch or active client workspace with available visibility data.
02MCP actions	Check access, retrieve the latest report and trends, inspect material competitor and citation changes, and create a client brief.
03Output	A client-safe summary with evidence, priorities, next actions, and an optional entitled read-only report link.
04Best for	Pre-call preparation, monthly reporting, pitch follow-up, and account reviews.
05Important constraint	Share links depend on entitlement. Content generation and CMS publishing are unavailable in pitch workspaces.

What SEOforGPT does in this workflow

Check account and workspace access

get_account_status

Confirms workspace type, feature access, and current quota before work begins.

Retrieve the latest visibility evidence

get_visibility_report

Retrieves the latest summary or evidence needed for the reporting period.

Compare visibility movement over time

get_visibility_trends

Shows whether visibility score and appearance rate improved or declined.

Create an agency-ready client brief

get_client_brief

Creates an agency-ready brief with trend, competitor, citation, prompt, and next-action signals.

Create a read-only report link

create_share_link

Creates a public read-only visibility report when the workspace is entitled to sharing.

Run the workflow step by step

1
Confirm the workspace
Call get_account_status and verify whether the selected workspace is a pitch or an active client.
2
Set the reporting period
Choose the latest completed result and the prior period that provides a meaningful comparison.
3
Collect the evidence
Retrieve the report, visibility trends, current competitor signals, cited URLs, and losing prompts.
4
Build the narrative
Separate verified movement from interpretation and explain why each change matters to the client.
5
Prioritize the response
Return a small set of actions with an owner, rationale, and recommended timing.
6
Share when permitted
Create a read-only report link only when access allows it and the user requests one.

Example output

Example client visibility brief

The workflow can return a brief in this format without inventing metrics that are not present in the project.

Executive summary: the most important verified movement and its likely business meaning.
Visibility trend: current versus prior period, with the comparison window named.
Competitive movement: who gained or lost and the prompts or providers behind the change.
Citation evidence: source domains or URLs that appeared, disappeared, or require investigation.
Next actions: three prioritized actions with owner, evidence, and expected follow-up.

Tool access and limitations

The brief is only as current as the completed visibility data selected for the comparison.
A share link is created only when the account and workspace are entitled to that action.
Pitch workspaces support audit and reporting workflows, not content generation or CMS publishing.

Pro tips

Name the comparison window so normal volatility is not presented as a trend.
Keep raw provider answers as evidence and translate them into client-safe conclusions separately.
Limit the action list to work the account team can realistically complete before the next review.

Common mistakes

Treating every small score change as strategically important.
Mixing pitch-workspace findings with paid-client deliverables.
Creating a share link before confirming entitlement and the intended report.

Questions about this workflow

Related use cases

Strategy

Find competitor gaps

Ask your agent where competitors are winning, why they show up, and what pages to build or improve.

Automation

Automate visibility monitoring

Use an external scheduler to retrieve meaningful visibility changes and route evidence-backed actions into the tools your team already uses.

Connect MCP

Last reviewed: August 3, 2026

Reviewed against the currently documented SEOforGPT MCP tools and workspace permissions.

Reviewed by the SEOforGPT product team · About SEOforGPT

Client visibility brief