Understanding results
How answers are collected
Which AI engines aeotime asks, how answers are collected through official APIs with web search on, how often prompts run, and why results can differ from the chat apps.
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aeotime asks every active prompt on every engine in your plan and stores the full answer, the sources it cited and the searches it ran when the engine exposes them. Seven of the eight engines search the web live; DeepSeek answers from what the model learned in training, which shows how your brand is represented in model knowledge.
Engines
| Engine | How it's collected |
|---|---|
| ChatGPT | OpenAI API with web search on |
| Perplexity | Perplexity API with web search |
| Gemini | Google Gemini API with Google Search grounding |
| Claude | Anthropic API with web search on |
| Google AI Overviews | Google search results data |
| Google AI Mode | Google search results data |
| Grok | xAI API with search on |
| DeepSeek | DeepSeek API — no web search, so answers come from the model's own knowledge and have no citations |
Market, language and persona
Each prompt is asked for a market (country) and in the project's language. The engine is told where the user is located and asked to prefer sources relevant to that country. If a prompt has a persona, it's added as context before the question.
Schedule
- Weekly — every active prompt runs once a week on your plan's schedule.
- Run now — start an extra run from the project overview at any time.
- Paused projects and paused prompts are skipped.
What's stored for each answer
- The full answer text, with your brand and competitors highlighted
- Brands mentioned, in order, with the sentiment toward you
- Cited URLs and domains
- The search queries the engine ran (fan-out), when available
Open Answers to read them, filter by prompt, engine, market, persona, mention or sentiment, and export CSV.
Why results differ from the apps
Answers from APIs can differ slightly from what a signed-in user sees in the consumer app, which personalises answers and changes frequently. aeotime's method keeps every run consistent so trends are meaningful. When you check a result by hand, use a logged-out or private session in the same country for the closest match.
Questions
Why is my answer in the ChatGPT app different from aeotime's?
The consumer apps personalise answers (memory, location, account history) and change often. aeotime asks through each engine's official API with web search on, from the market you choose, so every run is comparable.
Can I run prompts more often than weekly?
You can start an extra run any time with Run now. Daily scheduled tracking is available on custom plans.
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