How AskRank tracks ChatGPT
AskRank calls the OpenAI API with GPT-4o-mini for your query set, runs multiple samples per prompt (3x for Pro tier) to account for non-deterministic responses, and parses each answer for brand mentions, position in recommendation lists, and sentiment. Results are aggregated into a daily visibility score and compared against your tracked competitors.
Model used
GPT-4o-mini via OpenAI API (matches ChatGPT Free/Plus recommendation behavior)
Sampling method
Multiple runs per prompt with temperature 0.7 to capture realistic response variance
What we parse
Brand mentions, list position (1st, 2nd, etc.), sentiment (positive/neutral/negative), any cited URLs
Update frequency
Daily for Pro/Team, 3x daily for Agency. Alerts when visibility drops more than 10% week-over-week
Why ChatGPT visibility matters for your SaaS
Your potential customers are asking ChatGPT for product recommendations every day. Here is what that means for indie SaaS founders.
ChatGPT recommends 5 tools for every product category. If you are not in the first 3, most users never scroll far enough to see your name - and you have no data to know if you are #1 or #7 unless you track it.
ChatGPT responses for the same query vary between sessions. A single manual check tells you what happened once; AskRank's multi-sample approach gives you a statistically reliable visibility rate you can actually base decisions on.
Your competitors may be investing in AEO tactics that are quietly moving them up ChatGPT's recommendation list while you are watching Google rankings. Knowing your relative position changes what content and distribution you prioritize.
Start tracking ChatGPT visibility today
AskRank runs your prompts across ChatGPT and three other AI assistants, logs every result, and shows your visibility trend - so you can act on data, not guesswork.
Get started freeFree plan available. View all plans.