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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
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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. /Features
  3. /AI research

Know what kind of AI answer you are looking at

ForFoundersSEO teamsAgent builders

Use Prompt Research for dataset questions, Brand Visibility for citations and Prompt Playground to test a prompt once. Research covers US English ChatGPT; dataset questions are not conversation logs or measured AI demand.

Start freeRead the workflow guide

On-demand research · DataForSEO connection required · Results saved as reports

AI research

Acme · Fictional sample project

Two research modes

Brand Visibility

Observed dataset · ChatGPT · United States / en

Sample prompt: “Which backpacks can be repaired?”

Cited page: example.com/repair

Prompt Playground

Synthetic model test · gpt-4.1-mini

“Acme offers replacement straps and repair kits.”

No cited pages retained. This test does not measure query popularity.

Fictional answers · Source dates retained · Actual cost unknown

Sample states only. These controls do not run research or contact a provider.

AI research illustration with fictional sample data. Switch states to see coverage and limitations.

From a research question to saved evidence

  1. 1

    Pick the right research mode

    Prompt Research searches dataset questions by keyword (ChatGPT, US English). Brand Visibility finds citations or mentions. Prompt Playground tests your prompt. Dataset questions are mostly from Google People also ask.

  2. 2

    Estimate before running

    Connect your own DataForSEO account, review the request and estimate, then choose whether to run. The provider request requires project write access.

  3. 3

    Read the answer and its sources

    Inspect the evidence type, original date, available cost and cited pages. Reopen the saved analysis from Agent Reports without rerunning the provider lookup.

A dataset lookup and a model test tell different stories

The app names the evidence type on each result. That distinction belongs in your analysis as well.

  • Brand Visibility Search an observed provider dataset for a domain or brand, with supported platform, location and language filters.
  • Prompt Playground Generate a synthetic answer to a supplied prompt. A response is a test of that prompt and model, not evidence that customers asked it.
  • Cited pages Read URLs the answer actually cites. A brand mention, a domain citation and a retrieved but uncited page are different signals.

Read the research API

Revisit the result before you buy another lookup

Completed research saves a project report. Original dates and source limitations help you decide whether a new observation is needed.

  • Scope A truncated sample does not cover the whole provider dataset.
  • Uncertainty Partial failures and unknown cost do not turn into clean zeroes.
  • Next question Repeated prompt observation is the separate, available Prompt Tracker workflow.

See what Prompt Tracker adds

Prompt Research

Dataset questions, mostly from Google People also ask; not ChatGPT logs.

  • Keyword lookup ChatGPT · United States · English.
  • Cost review Review cost; cached results are free for 24 hours.
  • Chosen prompts Save to Prompt Tracker under a topic; no automatic run.

Keep accepted prompts in Prompt Tracker

What it does not do yet

  • Provider datasets have limited scope and freshness; they are not a census of every AI conversation.
  • Model tests can vary between runs and do not establish popularity, rankings or a guaranteed improvement.
  • Research may spend provider credits. Estimates, available actual receipts and unknown costs have different meanings.

AI research questions

Do Prompt Research, Brand Visibility and Prompt Playground run on schedule?

Research is on demand. Saved prompts do not run automatically. Use Prompt Tracker for recurring observations, exact prompt revisions and retained tracking history.

Can I use the results from an agent?

REST and MCP tools cover Brand Visibility, Prompt Playground and saved reports. Keyword-based Prompt Research currently runs in the app.

Can a result show no citations?

Yes. Read the answer's retained evidence and limitations. No cited pages in one sampled answer is not proof that the domain is never cited.

Next step

Keep the workflow connected

Agent Reports

Save an interpretation next to its original sources and revisit it with the project team.

Prompt Tracker

Repeated prompts with retained answers and citations

AI agents (MCP)

Let Claude, ChatGPT, Cursor, Codex or Grok work with your data

Put your next analysis in the project

Read the workflow guide, then use the same project context and saved results across the app and connected agents.

Start free
Read the workflow guide

Free and open source (AGPL-3.0). Export your data anytime, or run the same app yourself.

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Start free
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