AI VISIBILITY · ChatGPT

ChatGPT Visibility Tracker for your Brand

How often is your brand mentioned in ChatGPT answers regarding retail displays, shop-in-shop systems, and store design?

ChatGPT Tracking

ChatGPT Visibility Tracker for your Brand

ChatGPT is the most impactful chat assistant in B2B research today. The tracker measures for each prompt whether your brand is mentioned, its position, which sources are cited, and how your brand performs against competitors like MDT, Umdasch, or Schweitzer.

Target Audience: Marketing, Sales, and Brand teams who rely on ChatGPT as a B2B research channel.

Why ChatGPT visibility matters

Buyers at brands like Gucci or L'Oréal are increasingly starting their research in ChatGPT instead of Google.
ChatGPT provides 3–5 recommended vendors — not being listed means not being on the longlist.
Early detectable content gaps can be specifically closed via grounding pages.
Direct comparison of visibility in Gemini, Claude, Perplexity, and Google AI Mode.

What the Tracker measures in ChatGPT

Brand Mention

Is your brand (or an alias) mentioned in the answer text?

Position in Text

Mention in the first paragraph, in a list, or only at the end.

Sentiment

Positive, neutral, or negative connotation of the mention.

Cited Sources

Which URLs does ChatGPT use as evidence — your-domain.de vs. external.

Competitor Mix

Which other shopfitters/display manufacturers appear alongside it.

Recommendation Rate

Share of answers with a clear purchase recommendation for your brand.

Methodology & Data Source

Data Source

All answers are processed via the DataForSEO AI Optimization API, Endpoint '/v3/ai_optimization/chat_gpt/llm_responses/live'. This ensures reproducible and historizable results.

Prompt-Sets

Each Set contains 20–30 Prompts (Categories, Brand-specific Questions, Comparison Prompts, Long-Tail). Recommended frequency: weekly.

Parsing

The Tracker identifies brands via an alias list, extracts Citations/URLs, classifies Sentiment, and calculates Share of Voice per model and Topic.

Specific Use Cases for Your Brand

Prompt 'Who builds high-quality shop-in-shop areas for luxury brands in Europe?' — Brand Visibility over time.
Comparison to MDT, Umdasch, Schweitzer, Ganter — Share of Voice per category (Displays, Shopfitting, Retail Rollout).
Citation-Gap: Prompts where competitors are cited, but deine-domain.de is not → Content-Backlog for the GEO-Optimizer.
Measure Content Impact: New Grounding-Pages → Increase in mention rate within a few weeks.

FAQ

Which ChatGPT version is queried?

DataForSEO queries current GPT-4 classes with web access. Since answers vary, we average over multiple runs and historize each run individually.

How many Prompts per Set are reasonable?

20–30 Prompts per Set cover the most important Buyer-Journey Stages without exceeding credits. Each additional Prompt × each model × each run = additional costs.

How often should measurements be taken?

Weekly is sufficient to clearly observe trends and content impact. After major content releases, trigger an additional ad-hoc run.

Ready?

Start your ChatGPT tracking for your brand.

Create Set, add Prompts, weekly auto-run.

Open Tracker

Other Models

Claude Perplexity Gemini Google AI Mode