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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. /Prompt Tracker

Keep the answer behind every AI observation

ForFoundersSEO teamsAgent builders

Follow selected prompts over time with their exact revisions, answers, citations and source scope. Review each paid run and enable recurring observations separately with your own provider account.

Start freeRead the workflow guide

Available now · Recurring observations · Own provider account

Prompt Tracker

Acme · Fictional sample project

Coming next · Repairable gear

Tracked prompts

PromptRevisionSourceLast result
Which backpacks can be repaired?v2Model APIObserved
Where can I find replacement straps?v1Consumer scraperPending

Scroll horizontally to inspect all columns.

Sample evidence

Exact prompt v2: “Which backpacks can be repaired?”

“Acme offers replaceable straps. See its repair guide.”

Model / market
gpt-4.1-mini / United States / en
Observed
07 Oct 2026, 09:00 UTC
Cited source
example.com/repair
Actual cost
Unknown receipt

No period comparison yet · One pending sample · Schedule disabled

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

Prompt Tracker illustration with fictional sample data. Switch states to see coverage and limitations.

From selected prompts to retained observations

  1. 1

    Choose the question

    Group prompts into topics and keep the exact wording. A changed prompt creates a new revision so earlier answers retain their original meaning.

  2. 2

    Review the observation

    Select a supported source, model and market. Preview paid work before confirming it. Saving a prompt does not start a run.

  3. 3

    Return to retained evidence

    Inspect runs and individual samples, including original observation dates, available cost receipts and cited pages. Compare only compatible periods with enough coverage.

Repeat a question without mixing up the evidence

Prompt Tracker retains recurring observations. Prompt Research finds dataset questions. Brand Visibility searches citations; Prompt Playground tests a model.

  • Consumer scraper An observation of a consumer AI surface, within the provider's supported scope.
  • Model API A synthetic response to your selected prompt, not a measurement of consumer popularity.
  • Google AI Overview A separate Google observation. An absent AI Overview is not a zero visibility score.

Understand AI research

Keep spending and results separate

Prompt Tracker keeps the prompts you save. It previews paid runs and asks for consent before spending. Recurring schedules, history, mentions, citations and competitors stay with those prompts.

  • Saved prompts Accepted drafts and prompts you write stay as exact revisions. Saving a prompt does not start a run.
  • Schedules start disabled Enable them through a separate review. Missed occurrences do not buy a catch-up backlog.
  • Coverage travels with the result Pending, failed, partial and unknown samples stay visible. Bounded CSV and JSON exports identify their scope and continuation metadata.

Find prompts to track in Prompt Research

What it does not do yet

  • Prompt Tracker observes selected prompts, not all AI search demand. Review source coverage and enable recurring spending explicitly; schedules start disabled.
  • Sources, models and markets are not interchangeable. Period comparisons require compatible configurations and at least 90% coverage in each period.
  • A provider estimate is a forecast. Available actual receipts, confirmed zero and unknown cost remain distinct. Cancellation cannot undo work already purchased.

Prompt Tracker questions

Is Prompt Tracker available now?

Yes. Prompt Tracker is available alongside Prompt Research, Brand Visibility datasets, one-shot Prompt Playground tests, Project Context, protected Agent Reports and bounded Site Audit. Recurring schedules start disabled and require separate review and spending consent.

Does this measure all AI search demand?

No. Chosen prompts have an explicit source and market scope. Dataset questions and model tests do not measure AI demand.

Can I read evidence without buying another run?

Stored answers, revisions, citations and history can be inspected without a new paid submission. Cached observations keep their original dates.

Next step

Keep the workflow connected

AI research

Find prompts to track in Prompt Research, or start with an on-demand dataset lookup or a one-shot model test. Keep the source clear before deciding what to track repeatedly.

Project Context

Business, audience, products, goals and rules for your agents

Agent Reports

Saved analyses with source evidence and limitations

Start with the evidence you already have

Read the workflow guide, choose a few prompts and review their source coverage before starting a run or enabling a schedule.

Start free
Read the workflow guide

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

  • Security
  • ·Self-host
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