Keep the answer close
A chart helps you find a pattern. The original response helps you understand it. Both belong in the investigation.

WHY CRAWLBIRD
When an AI answer recommends a product, you should be able to understand where your brand stands—and inspect the answer behind the result.
Crawlbird is built around a simple workflow: ask the questions buyers ask, compare the brands that appear, and investigate the evidence before deciding what to change.
For SaaS founders, growth teams and content marketers, that means a clearer starting point than a headline score on its own.
OUR PRODUCT PRINCIPLES
A chart helps you find a pattern. The original response helps you understand it. Both belong in the investigation.
Show the competitor, the measured difference and the sample. Keep a missing result distinct from a poor result.
A change is worth testing when evidence supports the hypothesis. No tool can guarantee what every future AI answer will say.
START WITH THE EVIDENCE
Compare competitors, inspect the answers and find the evidence to investigate next.