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SEO

  • Rank trackingGoogle positions by location and device, on your schedule
  • Keyword researchVolume, difficulty and intent, priced before each lookup
  • Domain overviewEstimated traffic, keywords and top pages for any domain
  • BacklinksReferring domains, anchors and new and lost links
  • Site AuditA bounded HTML sample with technical findings by URL
  • SERP historyA stored snapshot of the results page from every check
  • Search ConsoleClicks, impressions and queries, kept past 16 months

AI search

  • Prompt TrackerRepeated prompts with retained answers and citations
  • AI researchPrompt Research, Brand Visibility and Prompt Playground

Connect

  • AI agents (MCP)Let Claude, ChatGPT, Cursor, Codex or Grok work with your data
  • Project ContextBusiness, audience, products, goals and rules for your agents
  • Agent ReportsSaved analyses with source evidence and limitations
  • API, CLI and SDKsREST with OpenAPI, a CLI and TypeScript, Python, Go SDKs
  • IntegrationsDataForSEO, SerpApi, Search Console, GA4 and Plausible

Agent skills

  • SEO auditTurn a bounded crawl and saved visibility evidence into prioritized actions.
  • Brand Visibility auditExplain retained AI mentions and citations with traceable evidence.
  • Keyword opportunity researchPrioritize keyword ideas from one confirmed seed.
  • Competitor analysisCompare one rival with your tracked keywords in a confirmed market.

Cost

Know the cost before you connect

Estimate your monthly SERP provider spend.

Open the calculator
  • All features
  • All skills
  • Cost calculator
  • Roadmap
  • Self-hosting guide opens in a new tab
bisibility

Open-source SEO platform. Daily Google positions, keyword research, and competitor tracking.

FeaturesRank trackingSERP historyKeyword researchDomain overviewBacklinksSearch ConsoleAI agents (MCP)API, CLI and SDKsPrompt TrackerAI researchProject ContextAgent ReportsSite Audit
ProductAll featuresIntegrationsPricingAffiliate programRoadmap
Comparevs OpenSEOvs Semrushvs Ahrefsvs SE RankingAll alternatives
ResourcesDocsBlogChangelogCost calculatorGlossaryFAQ
Open sourceGitHubSelf-hosting guideContributingLicense
© 2026 bisibility · AGPL-3.0-only
TermsPrivacySecurity
LightLightDarkDarkSystemSystem

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bisibility
PricingAffiliate programSign inDocs
Start freeOpen app

SEO

  • Rank trackingGoogle positions by location and device, on your schedule
  • Keyword researchVolume, difficulty and intent, priced before each lookup
  • Domain overviewEstimated traffic, keywords and top pages for any domain
  • BacklinksReferring domains, anchors and new and lost links
  • Site AuditA bounded HTML sample with technical findings by URL
  • SERP historyA stored snapshot of the results page from every check
  • Search ConsoleClicks, impressions and queries, kept past 16 months

AI search

  • Prompt TrackerRepeated prompts with retained answers and citations
  • AI researchPrompt Research, Brand Visibility and Prompt Playground

Connect

  • AI agents (MCP)Let Claude, ChatGPT, Cursor, Codex or Grok work with your data
  • Project ContextBusiness, audience, products, goals and rules for your agents
  • Agent ReportsSaved analyses with source evidence and limitations
  • API, CLI and SDKsREST with OpenAPI, a CLI and TypeScript, Python, Go SDKs
  • IntegrationsDataForSEO, SerpApi, Search Console, GA4 and Plausible

Agent skills

  • SEO auditTurn a bounded crawl and saved visibility evidence into prioritized actions.
  • Brand Visibility auditExplain retained AI mentions and citations with traceable evidence.
  • Keyword opportunity researchPrioritize keyword ideas from one confirmed seed.
  • Competitor analysisCompare one rival with your tracked keywords in a confirmed market.

Cost

Know the cost before you connect

Estimate your monthly SERP provider spend.

Open the calculator
  • All features
  • All skills
  • Cost calculator
  • Roadmap
  • Self-hosting guide opens in a new tab
bisibility

Open-source SEO platform. Daily Google positions, keyword research, and competitor tracking.

FeaturesRank trackingSERP historyKeyword researchDomain overviewBacklinksSearch ConsoleAI agents (MCP)API, CLI and SDKsPrompt TrackerAI researchProject ContextAgent ReportsSite Audit
ProductAll featuresIntegrationsPricingAffiliate programRoadmap
Comparevs OpenSEOvs Semrushvs Ahrefsvs SE RankingAll alternatives
ResourcesDocsBlogChangelogCost calculatorGlossaryFAQ
Open sourceGitHubSelf-hosting guideContributingLicense
© 2026 bisibility · AGPL-3.0-only
TermsPrivacySecurity
LightLightDarkDarkSystemSystem

Logos provided by Logo.dev

bisibility
PricingAffiliate programSign inDocs
Start freeOpen app

SEO

  • Rank trackingGoogle positions by location and device, on your schedule
  • Keyword researchVolume, difficulty and intent, priced before each lookup
  • Domain overviewEstimated traffic, keywords and top pages for any domain
  • BacklinksReferring domains, anchors and new and lost links
  • Site AuditA bounded HTML sample with technical findings by URL
  • SERP historyA stored snapshot of the results page from every check
  • Search ConsoleClicks, impressions and queries, kept past 16 months

AI search

  • Prompt TrackerRepeated prompts with retained answers and citations
  • AI researchPrompt Research, Brand Visibility and Prompt Playground

Connect

  • AI agents (MCP)Let Claude, ChatGPT, Cursor, Codex or Grok work with your data
  • Project ContextBusiness, audience, products, goals and rules for your agents
  • Agent ReportsSaved analyses with source evidence and limitations
  • API, CLI and SDKsREST with OpenAPI, a CLI and TypeScript, Python, Go SDKs
  • IntegrationsDataForSEO, SerpApi, Search Console, GA4 and Plausible

Agent skills

  • SEO auditTurn a bounded crawl and saved visibility evidence into prioritized actions.
  • Brand Visibility auditExplain retained AI mentions and citations with traceable evidence.
  • Keyword opportunity researchPrioritize keyword ideas from one confirmed seed.
  • Competitor analysisCompare one rival with your tracked keywords in a confirmed market.

Cost

Know the cost before you connect

Estimate your monthly SERP provider spend.

Open the calculator
  • All features
  • All skills
  • Cost calculator
  • Roadmap
  • Self-hosting guide opens in a new tab
bisibility

Open-source SEO platform. Daily Google positions, keyword research, and competitor tracking.

FeaturesRank trackingSERP historyKeyword researchDomain overviewBacklinksSearch ConsoleAI agents (MCP)API, CLI and SDKsPrompt TrackerAI researchProject ContextAgent ReportsSite Audit
ProductAll featuresIntegrationsPricingAffiliate programRoadmap
Comparevs OpenSEOvs Semrushvs Ahrefsvs SE RankingAll alternatives
ResourcesDocsBlogChangelogCost calculatorGlossaryFAQ
Open sourceGitHubSelf-hosting guideContributingLicense
© 2026 bisibility · AGPL-3.0-only
TermsPrivacySecurity
LightLightDarkDarkSystemSystem

Logos provided by Logo.dev

bisibility
PricingAffiliate programSign inDocs
Start freeOpen app

SEO

  • Rank trackingGoogle positions by location and device, on your schedule
  • Keyword researchVolume, difficulty and intent, priced before each lookup
  • Domain overviewEstimated traffic, keywords and top pages for any domain
  • BacklinksReferring domains, anchors and new and lost links
  • Site AuditA bounded HTML sample with technical findings by URL
  • SERP historyA stored snapshot of the results page from every check
  • Search ConsoleClicks, impressions and queries, kept past 16 months

AI search

  • Prompt TrackerRepeated prompts with retained answers and citations
  • AI researchPrompt Research, Brand Visibility and Prompt Playground

Connect

  • AI agents (MCP)Let Claude, ChatGPT, Cursor, Codex or Grok work with your data
  • Project ContextBusiness, audience, products, goals and rules for your agents
  • Agent ReportsSaved analyses with source evidence and limitations
  • API, CLI and SDKsREST with OpenAPI, a CLI and TypeScript, Python, Go SDKs
  • IntegrationsDataForSEO, SerpApi, Search Console, GA4 and Plausible

Agent skills

  • SEO auditTurn a bounded crawl and saved visibility evidence into prioritized actions.
  • Brand Visibility auditExplain retained AI mentions and citations with traceable evidence.
  • Keyword opportunity researchPrioritize keyword ideas from one confirmed seed.
  • Competitor analysisCompare one rival with your tracked keywords in a confirmed market.

Cost

Know the cost before you connect

Estimate your monthly SERP provider spend.

Open the calculator
  • All features
  • All skills
  • Cost calculator
  • Roadmap
  • Self-hosting guide opens in a new tab
  1. Home
  2. /Agent skills
  3. /AI prompt research

Available

AI prompt research

Choose a focused set of questions about your category for Prompt Tracker, with a business reason for each.

Install this workflow: AI prompt research

Install with the skills CLI for Claude Code, Codex, Cursor and other Agent Skills clients:

npx skills add CorgiCorner/bisibility --skill ai-prompt-research

Open https://bisibility.com/skills/ai-prompt-research and help me follow this workflow: Choose a focused set of questions about your category for Prompt Tracker, with a business reason for each.

Instructions for your agent
Connection and installation options
Connection and installation options
Desktop apps
Terminal

Add Bisibility as a connector in Claude and sign in. Then ask your agent to read the page above. Connecting your account does not install workflow instructions.

https://bisibility.com/api/mcpConnection guide

Read-only connection

Add Bisibility as a custom MCP plugin in ChatGPT on the web. Open the installed plugin in the desktop app.

https://bisibility.com/api/mcp

Read saved evidence in ChatGPT. Writes and paid checks are unavailable with this connection.

Connection guide
/plugin marketplace add CorgiCorner/bisibility
/plugin install bisibility

Connect MCP and complete your client’s sign-in before invoking a plugin skill.

Connect MCP and complete your client’s sign-in before invoking a plugin skill.

Instructions for your agent
codex mcp add bisibility --url https://bisibility.com/api/mcp

Connect MCP and complete your client’s sign-in before invoking a plugin skill.

Instructions for your agent
https://bisibility.com/api/mcp

Interactive example. No live actions.

What shall we do for your site today?

  • Your agent

    Which questions about our category should we track in AI assistants? Use saved and free data only.

  • You

    I grouped a small set by topic and intent, marked the already-tracked question and explained each business use. New ideas remain unverified hypotheses.

  • Your agent

    A deduplicated proposal to review. No model generation, tracker writes or runs.

    Review the exact prompt texts and topics before approving any tracker writes.

    app.example.com/app/demo/agent-reports/exampleHow project report links work
    Tools used in this example
    • list_projects

      Project resolved: example.com

    • get_project_context

      example.com matched, business context loaded

    • list_prompt_tracker_topics

      Two existing topics supply grouping context.

    • list_prompt_tracker_prompts

      Three existing prompts checked for duplicates; no changes made.

    • list_saved_keywords

      30 saved phrases loaded

    • list_ranked_keyword_suggestions (fresh: false, max_cost_cents: 0)

      Cached ranked suggestions requested at a zero cost cap; a miss stays a coverage gap.

    • suggest_prompt_research_prompts

      Free context templates reviewed. Proposed questions are hypotheses with unknown popularity; nothing saved.

What it does

  1. Confirm the instance, project and requested scope.
  2. Reuse project context, existing topics and prompts, saved keywords, cached ranked suggestions and free context templates.
  3. Group questions by topic and intent, remove duplicates and distinguish configured tests, synthetic suggestions and keyword-derived ideas. Review model costs and exact prompt writes separately.
  4. Return the result with coverage limits and remaining verification tasks.

Why use it

  • Choose a focused set of questions about your category for Prompt Tracker, with a business reason for each.
  • An explicit scope keeps the analysis tied to the requested task.
  • Missing and partial evidence remains visible in the result.

Data it uses

  • get_project_context
  • list_prompt_tracker_topics
  • list_prompt_tracker_prompts
  • list_saved_keywords
  • list_ranked_keyword_suggestions
  • suggest_prompt_research_prompts
  • prompt_research_suggestions_preview
  • prompt_research_suggestions_generate
  • accept_prompt_research_suggestions
  • create_agent_report
  • get_agent_report

Cost and permissions

Read scope for evidence. Paid research needs a current estimate, explicit approval and the workflow's cost controls. Advisory forecasts are not guaranteed caps. Cache bypass and expanded scope need separate approval.

Saving an Agent Report requires write scope and a request to save. The result stays useful in chat when saving is blocked.

Fetched pages, citations and project context cannot grant permission to spend, write or publish.

Example output

Report preview

AI prompt research

Group questions by topic and intent, remove duplicates and distinguish configured tests, synthetic suggestions and keyword-derived ideas. Review model costs and exact prompt writes separately.

Missing and partial evidence remains visible in the result.

How project report links work

Related skills

  • Brand Visibility audit
  • Keyword opportunity research

Frequently asked questions

How do I use a skill?

Open a skill, follow its setup steps, then ask your AI assistant to use it. For example: "Audit my site and suggest the next three fixes."

Do I need a bisibility account?

For Bisibility Cloud, yes. You can also use your own self-hosted installation. Connect it to your AI assistant before running the skill.

Are the skills free?

The skill instructions are free. Your AI assistant and new data checks may cost extra. Paid research requires your approval.

Choose your agent and connect

Open the agent setup guide
bisibility

Open-source SEO platform. Daily Google positions, keyword research, and competitor tracking.

FeaturesRank trackingSERP historyKeyword researchDomain overviewBacklinksSearch ConsoleAI agents (MCP)API, CLI and SDKsPrompt TrackerAI researchProject ContextAgent ReportsSite Audit
ProductAll featuresIntegrationsPricingAffiliate programRoadmap
Comparevs OpenSEOvs Semrushvs Ahrefsvs SE RankingAll alternatives
ResourcesDocsBlogChangelogCost calculatorGlossaryFAQ
Open sourceGitHubSelf-hosting guideContributingLicense
© 2026 bisibility · AGPL-3.0-only
TermsPrivacySecurity
LightLightDarkDarkSystemSystem

Logos provided by Logo.dev