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PricingAffiliate programSign inDocs
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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. /Competitive landscape

Available

Competitive landscape

Map sampled keyword visibility across your domain and up to five rivals.

Install this workflow: Competitive landscape

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

npx skills add CorgiCorner/bisibility --skill competitive-landscape

Open https://bisibility.com/skills/competitive-landscape and help me follow this workflow: Map sampled keyword visibility across your domain and up to five rivals.

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

    Compare example.com and confirmed rival example.org, root domains, UK/English? Two snapshot estimates are 4¢ each, 8¢ total, with no extra data loads.

  • You

    Yes, approve those two snapshots, 4¢ per domain and 8¢ total. Save the report.

  • Your agent

    The two sampled domain snapshots add context to the shared tracked queries. They do not establish every rival or the whole market.

    Prioritize shared queries where the confirmed rival outranks you. The report separates tracked positions from snapshot estimates.

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

      Project resolved: example.com

    • list_competitors

      Confirmed competitor roster loaded

    • list_keywords

      20 tracked keywords loaded

    • analyze_domain_overview (domain: example.com) (estimate_only: true)

      example.com: example estimate 4¢

    • analyze_domain_overview (domain: example.org) (estimate_only: true)

      example.org: example estimate 4¢

    • Approved both domains, UK/English, 8¢ total; no extra loads

    • analyze_domain_overview (domain: example.com) (max_cost_cents: 4)

      example.com snapshot returned with coverage metadata

    • analyze_domain_overview (domain: example.org) (max_cost_cents: 4)

      example.org snapshot returned with coverage metadata

    • create_agent_report

      Report saved

    • get_agent_report

      Read back, link ready

What it does

  1. Confirm the instance, project and requested scope.
  2. Confirm the roster, one market and per-domain cost allocations.
  3. Compare compatible samples and label partial domains without treating gaps as zero.
  4. Return the result with coverage limits and remaining verification tasks.

Why use it

  • Map sampled keyword visibility across your domain and up to five rivals.
  • An explicit scope keeps the analysis tied to the requested task.
  • Missing and partial evidence remains visible in the result.

Data it uses

  • list_competitors
  • list_keywords
  • analyze_domain_overview
  • 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

Competitive landscape

Compare compatible samples and label partial domains without treating gaps as zero.

Missing and partial evidence remains visible in the result.

How project report links work

Related skills

  • Competitor analysis
  • 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