RateMyPrompts · Free tool
RateMyPrompts
Is your AI visibility prompt set actually measuring your buyers — or just recycling SEO keywords and brand vanity queries?
Free · email unlocks the full scorecard · prompt sets retained securely for product reference
You should be concerned about the prompts behind the score
AI visibility tools only report what you ask. If the set is thin, branded, or keyword-shaped, the chart is theatre — not measurement integrity.
AI-scoped prompts are often overconfident
Platforms ship starter sets that look rigorous — ranking queries, brand probes, sentiment stubs — without proving they map to how your buyers actually ask. A clean dashboard can still measure the wrong conversations.
Keyword SEO methods transfer poorly to AI
Volume, difficulty, and SERP intent were built for ten blue links. Assistants answer in dialogue, with constraints, comparisons, and personas. Keyword stubs inflate coverage while missing jobs-to-be-done.
Branded prompts inflate false confidence
“Tell me about [Brand]” and “Is [Brand] good?” track reputation theatre, not consideration. High brand share in a visibility set quietly biases every score you report to the board.
How RateMyPrompts works
A transparent fit audit of your measurement set — complementary to a live AI visibility programme, not a replacement for extraction.
Upload or paste
CSV or one prompt per line from Peec, Profound, Semrush, Ahrefs, or your own sheet.
Get a free fit score
Seven weighted dimensions: ICP relevance, formats, branded contamination, taxonomy, geo, stress, dedup.
Rebalance with intent
See kill/keep candidates and quotas — then decide what to rebuild before you trust the dashboard.
Score your prompt set
Paste or upload up to 2,000 prompts. You get an ungated summary immediately; email unlocks the full scorecard — still free.
Privacy & method
We store the prompt set you submit alongside your score metadata so we can improve RateMyPrompts and follow up when helpful. Public scorecard pages never show the raw prompt list. Soft-gate email unlocks the full report.
- Rubric: prompt_fit_rubric@0.1.0
- Consent defaults: prompt_fit_consent@0.1.0
- Questions or deletion requests: privacy@ratemyprompts.com
Frequently asked questions
Built for measurement integrity
RateMyPrompts tells you whether the questions you track are fit for purpose. When the set is broken, Zebora rebuilds buyer-shaped prompt systems and runs live AI visibility programmes.