AI Prompt Lab — Test Brand Visibility Across ChatGPT, Gemini & Google AI Overviews

The AIVARO Prompt Lab is your testing ground for AI visibility. Create realistic customer prompts, run them simultaneously against every major large language model, and track exactly how, when, and why your brand appears in AI-generated answers. Stop guessing how ChatGPT or Gemini describes your company — measure it with the same rigor SEO teams apply to Google rankings.

Why Brands Need Systematic AI Prompt Testing

More than 60% of buyer research now starts in AI assistants instead of search engines. ChatGPT, Gemini, Google AI Overviews, and Perplexity rewrite the discovery funnel: users ask a question and accept a single, synthesized answer. If your brand is missing from that answer — or worse, your competitor is recommended in your place — the click never happens. Traditional SEO tools cannot see this layer. AIVARO's Prompt Lab gives you the structured visibility data this new channel demands.

How AIVARO's Prompt Lab Works

1. Define your prompts: Write the questions your customers actually ask, or import AI-generated suggestions tailored to your industry, brand keywords, and competitor landscape.
2. Run multi-engine tests: Every prompt is dispatched to ChatGPT (GPT-5 Mini and GPT-5 Search), Google Gemini, Google AI Overviews, Google AI Mode, and Perplexity — all in parallel, with results returned in seconds.
3. Analyze brand performance: Each response is automatically scored for brand mention, recommendation status, position in lists, sentiment, cited sources, and competitor co-occurrence.

Prompt Lab Capabilities

• Multi-engine testing: Test prompts across ChatGPT, Gemini, Google AI Overviews, Perplexity, and AI Mode in a single run.
• Automated scheduling: Schedule prompts daily or weekly to track visibility trends over time without manual effort.
• Sentiment & position analysis: Every result includes sentiment scoring (0–100), brand position tracking, and citation analysis.
• Smart prompt suggestions: AI-generated prompt ideas in batches of ten, deduplicated against your existing library.
• Volume & potential scoring: Each prompt is rated by estimated search volume and visibility potential to prioritize what matters.
• Tag & topic management: Group prompts by funnel stage, product line, or campaign for clean reporting.
• Engine comparison view: Side-by-side tables show which engines mention you, which don't, and which prefer competitors.
• Detailed test history: Every prompt has a dedicated detail page with time-series charts, response previews, and competitor highlights.

Who It's For

• SEO & content teams: Extend your visibility strategy from Google SERPs into AI answer engines.
• Brand & PR managers: Monitor sentiment and narrative control across the AI assistants your customers trust.
• Agencies: Deliver AI visibility reporting to clients with white-label scheduling and exportable data.

Frequently Asked Questions

Which AI engines does AIVARO support?

ChatGPT (GPT-5 Mini), ChatGPT Search (GPT-5 Search), Google Gemini, Google AI Overviews, Google AI Mode, and Perplexity. Enterprise add-ons unlock GPT-5 Search and Google AI Mode.

How often are prompts tested?

You decide: manual on-demand runs, daily automated tests, or weekly schedules with project-specific start times.

Can I test prompts in multiple languages?

Yes. Prompts run in any language supported by the underlying engines. Project-level language and country settings localize results.

Related Features

• Visibility Dashboard — aggregate every prompt result into KPIs.
• Competitor Lab — track which brands AI engines mention alongside yours.
• Source Intelligence — see which websites AI engines cite when answering your prompts.
• GEO Strategy Engine — turn prompt data into prioritized actions.