How to Test If AI Assistants Know Your Event Company (20-Prompt Panel)

To test whether AI assistants know your event service company, run targeted prompts across ChatGPT, Perplexity, Gemini, and Google AI Overviews — the four platforms corporate planners use most when shortlisting vendors. Score each result as mentioned, recommended, cited, or wrong. The results tell you precisely where your AI visibility gaps are and what content to create next.

Why does it matter if AI assistants know your company?

Corporate planners, marketing directors, and agency producers increasingly open an AI assistant before they open Google. They type something like "best event staffing agencies in Chicago for corporate conferences" and take the shortlist they get back seriously — sometimes without clicking a single link.

If your company doesn't appear in those answers, you are invisible at the exact moment a qualified buyer is forming their vendor list. This is the core problem that Answer Engine Optimization (AEO) is designed to solve for event service companies.

The good news: you can audit your current AI visibility in about an hour using the test panel below. You don't need a tool subscription or a developer. You need four browser tabs and a spreadsheet.

What four platforms should you test against?

Not all AI assistants pull from the same sources or weight information the same way. Testing across all four gives you a complete picture rather than a single data point.

• ChatGPT (GPT-4o) — the most widely used AI assistant; trained on web data and increasingly connected to live search via Browse.
• Perplexity — citation-heavy and favored by research-oriented buyers; shows exactly which pages it pulled from.
• Gemini (Google) — Google's own AI assistant, now integrated into Google Search and Workspace.
• Google AI Overviews — the AI-generated summaries appearing at the top of many Google SERPs; directly tied to your existing SEO footprint.

Each platform has a different retrieval mechanism. Perplexity will show you its sources openly; Google AI Overviews will reflect your SEO authority; ChatGPT will reflect how consistently your company is discussed across the web. A gap on one platform often has a different root cause than a gap on another.

What are the 20 prompts to run?

Organize your prompts into four categories: category queries, location queries, comparison queries, and credibility queries. Run all 20 across all four platforms and log every result.

Category queries (prompts 1–5)

These test whether AI associates your company with the service category you actually sell. Replace bracketed text with your specifics.

• "What are the best [event staffing agencies / AV companies / catering companies] for corporate events?"
• "Who are the top [event production companies] for large-scale conferences?"
• "Which [event rental companies] do corporate planners trust for galas?"
• "Recommend a [photo and video production company] that specializes in brand activations."
• "What should I look for in a [corporate event staffing agency]?"

Location queries (prompts 6–10)

These test local AI visibility — critical for companies that serve a defined metro or region.

• "Best [event staffing agencies] in [your city] for corporate events."
• "Who handles large event production in [your city or region]?"
• "Find me an [AV vendor] in [your city] with experience in trade shows."
• "Which [event caterers] in [your metro] work with Fortune 500 companies?"
• "Top-rated [event companies] near [your city] for annual corporate galas."

Comparison and shortlist queries (prompts 11–15)

These mimic how a planner compares vendors once they have a short list forming.

• "Compare [your company name] and [a known competitor] for corporate event staffing."
• "What do people say about [your company name]?"
• "Is [your company name] good for high-end corporate events?"
• "What experience does [your company name] have with [conference / gala / brand activation]?"
• "Who founded [your company name] and what is their background?"

Credibility and capability queries (prompts 16–20)

These test whether AI can accurately describe what you do, who you've worked with, and what makes you different.

• "What services does [your company name] offer?"
• "Has [your company name] worked with any well-known brands or corporations?"
• "What are [your company name]'s strongest event categories?"
• "Does [your company name] have any industry certifications or recognition?"
• "What is [your company name] known for in the events industry?"

How do you score each result?

Use a four-point scoring scale for every prompt-platform combination. Log results in a simple spreadsheet with platforms as columns and prompts as rows.

Score	Label	What it means	Priority action
3	Cited	AI names your company AND links to or explicitly references a source (your website, a press mention, a directory listing).	Protect and expand the content that's being cited.
2	Recommended	AI names your company positively but without a clear source citation.	Add more citable content to anchor the mention to real sources.
1	Mentioned	AI references your company but neutrally, vaguely, or buried in a long list.	Build authority content that gives AI more signal to surface you higher.
0	Absent	AI doesn't name your company at all in response to the prompt.	Treat this as a content and brand mention gap — address it directly.
-1	Wrong	AI names your company but states something factually incorrect (wrong city, wrong services, wrong founding date).	Correct the misinformation at the source — update your website, directory profiles, and press assets immediately.

A "Wrong" score is the most urgent result you can get. Inaccurate AI responses can actively cost you contracts because a planner may not verify what the AI said before forming an opinion. Fixing wrong information requires publishing highly specific, authoritative corrections across multiple web sources so AI models reprioritize the accurate data. This is covered in detail in our guide to AI search visibility for event companies.

What patterns should you look for in the results?

Once you've logged all 80 data points (20 prompts × 4 platforms), look for patterns before you act. Random gaps require different fixes than systemic ones.

If you score well on named-company prompts but poorly on category prompts, AI knows you exist but doesn't associate you strongly with the service category. You need more content that explicitly connects your company name to the category — service pages, FAQ content, and case studies written around the specific event types you serve.

If you score well on ChatGPT but poorly on Perplexity, you likely have brand mentions across the web but few citable, linked sources. Perplexity rewards pages it can point to. Getting covered in industry publications, event trade outlets, or authoritative directories will help close that gap. See our breakdown of brand mentions and AI citation for a prioritized list of where those mentions carry the most weight.

If your location prompts score zero across all platforms, your local web presence is likely thin. This is a content problem combined with a local authority problem. For a market-specific breakdown of how that plays out, the event production SEO guide for the Las Vegas market shows the approach in a highly competitive environment — the principles apply to any city.

If you get a "Wrong" on any credibility prompt, stop and fix that before you do anything else. Misinformation in AI responses compounds over time as models reinforce bad data with each retraining cycle.

What actions fix the most common gaps?

Most event service companies who run this test find the same three gaps: no category association, weak citation sources, and thin location signals. The fixes are straightforward but require consistent execution.

For category association, build dedicated service pages that clearly state what you do, who you serve, and in what event context — corporate conference staffing, gala production, trade show AV, and so on. Each page should answer the category prompt in its opening paragraph, exactly the way the direct-answer paragraph at the top of this post does. Our post on generative engine optimization for event companies walks through the page structure that works best for AI retrieval.

For citation sources, you need your company discussed in places AI treats as authoritative: industry publications, event association directories, partner agency pages, and press coverage. A brand mention on a high-authority site is worth more to AI citation than ten mentions on low-authority blogs. Prioritize earned coverage over self-published content when you're building citation depth.

For location signals, make sure your Google Business Profile is fully built out, your address and service area are stated clearly on your website, and your company is listed in location-relevant directories. AI Overviews pull heavily from the same local signals Google's organic algorithm uses.

If you want to understand how corporate planners are actually typing prompts when they look for vendors — and tailor your content to match — the post on how corporate planners use ChatGPT to shortlist event vendors is worth reading alongside this audit.

How often should you run this test?

Run the full 20-prompt panel once per quarter. AI models are retrained and updated on rolling schedules, so your visibility score from three months ago may not reflect your current standing. Quarterly audits let you catch regressions before they cost you an RFP.

Between full audits, spot-check your named-company prompts monthly. If you've just published a major case study, earned a press mention, or updated a service page, run the credibility prompts within two to four weeks to see whether the new content has been picked up.

Keep your scoring spreadsheet version-controlled so you can compare quarters and track whether specific fixes actually moved your scores. The goal is a clear, documented line between the content you published and the AI visibility you gained.

How can Gray Park help you close the gaps this audit reveals?

The test tells you where you stand. What to do next depends on your specific score pattern — and that's where having a strategy built for event service companies specifically makes the difference. Generic SEO or content advice won't map cleanly onto how AI retrieves and recommends event vendors to corporate planners.

Gray Park works exclusively with event service companies. We understand the buying cycle, the RFP process, and the content signals that move the needle for staffing agencies, production companies, AV vendors, and every other category in the events supply chain. If your audit reveals gaps you want to close faster than you can address them in-house, request a free AI visibility audit and we'll show you exactly what's holding your company back from appearing in the answers your buyers are already reading.