A competitor gap analysis compares where your brand appears in AI answers with where competitors win. It isolates missing prompts, provider-specific differences, cited sources, and answer evidence, then turns those findings into prioritized content or implementation work.
Copy-ready agent prompt
Paste this into your connected AI agent to run the complete workflow.
Claude
Cursor
NotionPrompt
Use SEOforGPT for the project I choose. Compare our brand against the top competitors. Show the prompts where we are missing, which competitors appear instead, which sources are being cited, and what pages or content updates would close the gap.
What this workflow can do for you
Use this to go from competitor visibility data to a practical strategy. The workflow helps technical agency teams identify missed prompts, source patterns, and content gaps without exporting tables.
- Identify prompts where competitors appear and you do not
- Find cited source patterns behind competitor visibility
- Prioritize gaps by business value and effort
- Create a content or implementation brief your team can use
When to use this workflow
- When competitors appear for commercially important prompts where your brand is absent.
- When a visibility score changed and the team needs to identify the provider, answer, or source behind it.
- Before choosing content topics so the roadmap is tied to measured gaps rather than generic keyword ideas.
Workflow at a glance
| 01Input | A selected brand or active client project with completed visibility data. |
|---|---|
| 02MCP actions | Retrieve competitor intelligence, inspect one competitor, drill into provider answers, and classify the gaps. |
| 03Output | A prioritized gap map covering prompts, providers, competitors, citations, source domains, and content actions. |
| 04Best for | Content strategy, competitive reviews, citation research, and quarterly planning. |
| 05Important constraint | The workflow reports observed evidence; it should not claim why an AI system ranked a source unless the answer supports that conclusion. |
What SEOforGPT does in this workflow
Check account and workspace access
get_account_statusChecks the selected project, access, and quota context.
Summarize competitor visibility
get_competitor_intelligenceRetrieves agent-safe competitor summaries without requiring raw-answer exports.
Investigate one competitor in depth
get_competitor_detailInspects one competitor by threat, model share, winning prompts, categories, and sources.
Review an individual provider answer
get_provider_answerRetrieves one raw provider answer and its citations when evidence-level review is needed.
Retrieve the latest visibility evidence
get_visibility_reportProvides the project-level visibility context used to size and prioritize gaps.
Run the workflow step by step
- 1
Confirm project access
Call get_account_status and select the intended brand or client project.
- 2
Establish the baseline
Retrieve the latest completed visibility report and identify the highest-value prompt categories.
- 3
Map competitor wins
Use competitor intelligence to find who appears, on which providers, and for which prompts.
- 4
Inspect decisive answers
Use competitor detail and selected provider answers when summary data is not enough to support a recommendation.
- 5
Classify each gap
Separate prompt, provider, citation, source-domain, existing-page, and missing-content gaps.
- 6
Prioritize action
Rank opportunities by evidence, business relevance, likely effort, and the next workflow required.
Example output
Example prioritized competitor gap
Use this decision-ready structure for each important gap so the team can verify the evidence and assign the next action.
- Buyer question: name the commercially important prompt where the brand is absent.
- Observed result: identify the competitor and provider where it appears.
- Verifiable evidence: include the relevant answer, cited URL, or source-domain pattern.
- Diagnosis: classify it as missing content, a weak existing page, a citation opportunity, or a provider-specific issue.
- Assigned action: state whether to create, update, investigate, or monitor, with priority and owner.
Brand and agency variations
For brands
Focus the analysis on one market position, the brand’s owned pages, and the content or authority work the internal team can execute.
For agencies
Run the same evidence model per active client, keep projects isolated, and turn the priority list into a clear client deliverable.
Tool access and limitations
- A raw provider answer is retrieved only for a selected answer; summary intelligence does not include every raw response.
- Observed citations and appearances describe the tested prompts and providers, not the entire web.
- Recommendations should distinguish evidence from inference and avoid claiming access to ranking algorithms.
Pro tips
- Start with commercially meaningful prompts instead of ranking every gap equally.
- Use raw provider answers only for the decisions that need evidence-level inspection.
- Route existing-page gaps to an update brief and true coverage gaps to new content.
Common mistakes
- Treating a competitor mention as proof that every part of its content strategy works.
- Combining source-domain, citation, and content gaps into one vague recommendation.
- Generating content before confirming that the selected opportunity is not already covered.
Questions about this workflow
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Last reviewed: August 3, 2026
Reviewed against the currently documented SEOforGPT MCP tools and workspace permissions.
Reviewed by the SEOforGPT product team · About SEOforGPT