SearchestraYou Win the Research Questions and Lose the Buying Ones
Your content nails the how-to and what-is questions, so AI mentions you during research. Then the buyer asks which is best, and you vanish while a competitor gets recommended. Covering only one type of question makes you visible where nobody buys and absent where they do.
Different questions, different winners
Informational questions surface one set of brands; recommendation questions surface another. If your content and your measurement only cover research intent, you look strong on a dashboard and lose the deal in the answer that decides it. The buying-moment questions are exactly where a missing brand costs the most.
Cover the whole journey
| Question | Stage | Where you must show up |
|---|---|---|
| What is X | Research | Awareness |
| How do I X | Research | Education |
| X vs Y | Evaluation | The shortlist |
| Best X for Y | Decision | The buy |
See where the journey breaks
Searchestra measures visibility segmented by intent, so the research-versus-decision gap is explicit, and you can fix the buying-moment questions where a competitor is quietly getting recommended.
Winning research questions but losing buying ones leaves deals to competitors; cover every intent and measure the gap so you show up where buyers decide.
Frequently asked questions
What are the main AI query intents?
Informational, comparison, recommendation and transactional. Each surfaces different brands, so covering only one distorts the picture.
Why does intent coverage matter?
Because being strong only on research questions means you are absent at the decision, where a competitor gets recommended.
How do I find the gap?
Measure visibility segmented by intent so the research-versus-decision gap is explicit instead of hidden in an average.