ChatGPT fan-out simulator
Updated
Enter a prompt and Leadee expands it into the sub-queries its own rules simulate an engine might search to answer it — stage, attribute, location, comparison, price and pattern variants. Every result on this page is clearly labelled "Simulated by Leadee's rules — not observed from an AI engine," never presented as a real ChatGPT query log. Not affiliated with or endorsed by OpenAI.
Run it now
Leadee is not affiliated with, endorsed by, or sponsored by OpenAI. “ChatGPT”, “GPTBot” and the other names on this page are OpenAI's own, used only to describe what this tool measures.
What this simulates
- Sub-queries Leadee's rules simulate for your prompt (stage, attribute, location, comparison, price, pattern)
- Always labelled as simulated, never as an observed AI engine query
- Up to 14 sub-query variants per prompt
Example result
Simulated — not observed
- "best crm buying guide" (stage)
- "best crm near me" (pattern)
- Simulated by Leadee's rules — not observed from an AI engine
How to read your result
Read this as a checklist of related questions your content should cover, not as a log of real ChatGPT searches — Leadee's own API integrations return real observed queries on paid plans, which this free page does not.
Limitations
Every sub-query here is rule-based (Leadee's own templates), with no AI model call and no connection to any real AI engine's actual search behavior — it is always labelled "simulated" for that reason. Observed (real) fan-out from engines Leadee tracks requires a paid plan.
What to do with these sub-queries
- Enter the prompt you want to expand.
- Read the simulated sub-queries and their type (stage, attribute, location, comparison, price, pattern).
- Check whether your content already answers each sub-query.
- Sign up to compare these against observed, real engine queries on a paid plan.
Questions
Is this tool affiliated with or endorsed by OpenAI?
No. Leadee is not affiliated with, endorsed by, or sponsored by OpenAI. "ChatGPT" is used only to describe the kind of engine these simulated sub-queries model.
Are these real ChatGPT search queries?
No. Every sub-query on this page is simulated by Leadee's own rule-based templates, not observed from ChatGPT or any other AI engine — the page labels this clearly ("Simulated by Leadee's rules — not observed from an AI engine") rather than implying it is a real query log.
Does this call ChatGPT or any other AI model?
No — the simulation is entirely rule-based (pattern templates), with no AI model call and no paid API involved.
How can I see real, observed fan-out queries instead of simulated ones?
Paid plans track observed fan-out queries through Leadee's own API integrations with AI engines — sign up to compare simulated coverage here against what is actually observed.
Can GEO guarantee results?
No. AI answer engines change their output frequently, and no vendor — including Leadee — can guarantee a ranking or a mention. Leadee publishes confidence intervals on every metric so you can see how much a result can vary run to run.
How does Leadee measure AI visibility?
Leadee runs your prompt set against each AI engine on a weekly to daily schedule, depending on plan, through official vendor APIs (OpenAI, Gemini, Perplexity, Anthropic, DataForSEO) — never by scraping consumer chat interfaces — and reports mention rate, citation rate, average position, share of voice and sentiment with a 95% confidence interval.
Who do I talk to?
Email [email protected] or use Talk to an expert at https://leadee.ai/contact-sales — the Netbase JSC team behind Leadee replies by email or WhatsApp — or WhatsApp the CEO directly at https://wa.me/84937869689.
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Query fan-out
See observed, real fan-out queries instead of simulated ones.
Sign up to compare this simulated coverage against what Leadee's paid plans actually observe from AI engines.