Terms for using the research.

Historical evidence

Niche breakouts shows rates and sample sizes from the latest completed historical market study for automation, ecommerce and mobile games. A requested 7, 28 or 90-day window selects public post examples. Check draft compares labels selected within ChatGPT with that evidence. Unsupported markets receive a labelled pooled fallback, with a nearest covered-market hint.

The tools do not predict reach or leads, publish posts or schedule content. A comparison may be incomplete as public data and source access change.

Keep inputs appropriate.

Use the tools lawfully. Do not submit passwords, payment information, health records, government IDs, private client material or other sensitive information. Check draft needs selected labels, not the draft body. Automated abuse or attempts to bypass service limits may cause access to be restricted.

Open the posts behind a result.

Public LinkedIn post content belongs to its respective authors and rights holders. Source links let you review the examples in context. A link or excerpt does not transfer rights to republish someone else's work.

Results may change.

We may update the tools, samples or available markets, or pause access when the service or its data source is unavailable. For an inaccurate result or a question about these terms, email im@ivanmanfredi.com.