Brand SERP & AI Citation Audit

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About Brand SERP & AI Citation Audit

The tool provides a private workspace to record, compare, and analyze brand mentions across traditional search results and AI-generated answers. Users manually capture SERP features, AI responses, and source evidence without automated queries or black-box scoring. Each entry preserves context such as date, market, model, prompt, and session state to enable reproducible repeat tests. The workspace supports baseline creation for tracking changes over time, with indicators summarizing owned/earned visibility and AI mention rates. Exported data remains local and human-readable, ensuring transparency without data submission to the provider. The approach emphasizes evidence-first analysis rather than predictive metrics or inferred rankings.

Key features

  • SERP result tracking with ownership and sentiment classification
  • AI answer capture including prompts, models, and cited sources
  • Baseline comparison with three transparent indicators
  • Local CSV export and import for workspace restoration
  • Browser autosave without data submission
  • Manual recording of session state and test conditions
  • Factual accuracy assessment for each captured item
  • Sample audit loading for demonstration

Use cases

  • Tracking brand visibility changes across markets and AI models
  • Documenting evidence for PR or SEO strategy adjustments
  • Comparing owned vs. earned media performance in search results

Pros

  • Browser-local storage with no account required
  • Manual evidence capture preserves full context for repeat tests
  • Supports comparison of SERP and AI answer baselines
  • Exports human-readable CSV for offline analysis
  • Records sentiment, factual accuracy, and control relationships

Cons

  • No automated data collection or live monitoring
  • Requires manual entry of all evidence and conditions
  • Limited to browser-based usage with no cloud sync
  • No API or integration with external platforms

Frequently asked questions about Brand SERP & AI Citation Audit

What does the Brand SERP & AI Citation Audit tool do?

The tool provides a private workspace to manually record, compare, and analyze brand mentions across traditional search results and AI-generated answers. It preserves context such as date, market, model, prompt, and session state to enable reproducible repeat tests without automated queries or black-box scoring.

Who is this tool designed for?

It is designed for professionals in digital PR, media relations, brand monitoring, or SEO who need to track how their brand appears in search results and AI responses while maintaining full transparency and control over the evidence.

Does this tool require an account or data submission?

No account is required, and all audit entries autosave locally in the user's browser. Data is never submitted to the provider, ensuring privacy and transparency.

How does the tool handle AI answer evidence?

Users can record the exact prompt, platform/model, full-answer evidence, and cited URLs. The tool distinguishes between clear mentions, indirect mentions, and factual accuracy without making assumptions.

Can I compare past audits with current ones?

Yes, the workspace allows users to save local baselines and compare them with repeat audits under matched test conditions, such as market, date, and model, to track changes over time.

What kind of data can I export from the tool?

Users can export a human-readable UTF-8 CSV file containing all recorded evidence, which can also be used to restore the workspace later. The exported data includes SERP results, AI answers, and associated metadata.

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