Scan Library
Create saved prompt sets by brand, market, category, and competitor group.
AI search visibility software for brands and agencies.
Run automated scans across AI answers, compare competitors, and export visibility reports from one dashboard.
- Automated prompt scans
- Competitor mention tracking
- Source and citation extraction
- Dashboard and CSV exports
Built as repeatable product workflows.
GMM Hub Visibility gives teams a repeatable system for checking how AI answer engines mention a brand, which competitors appear, and what sources are being used to support recommendations.
Answer Capture
Store sampled AI responses with timestamp, model, prompt, and extracted entities.
Competitor Index
Compare mention coverage, source types, and recurring competitor appearances.
Exports
Download dashboard snapshots, CSV evidence, and shareable report pages.
Monitor the AI answer surface your buyers already use.
The product focuses on observable signals: prompt coverage, competitor mentions, answer citations, and source categories. It does not promise rankings, traffic, leads, or future AI behavior.
Prompt coverageWhich prompts mention the tracked brand.
Competitor frequencyWhich alternatives appear repeatedly.
Citation mixOwned site, directories, reviews, maps, social, and publishers.
Trend snapshotsCompare scans over time as the dataset grows.
Sample scan outputs.
These examples show the kind of software-generated evidence the dashboard can export. They are previews of product output, not marketing advice or managed services.
How the product works.
Each scan follows a structured workflow so outputs are easier to compare across brands, markets, and time.
1. ConfigureAdd a brand, market, category, competitors, and prompt set.
2. Run scanThe system captures AI answers and extracts mentions and sources.
3. Review dashboardSee coverage, competitor frequency, and evidence rows.
4. ExportDownload CSV data or share a read-only report page.
Start with visibility monitoring software.
Use the dashboard to run repeatable AI answer scans, inspect evidence, and export reports for internal or client workflows.