Why do some engines cite us and others ignore us?
Compares what each engine did on the same prompts, and separates an engine that disagreed from one that never answered.
What this checks
Compares what each engine did on the same prompts, and separates an engine that disagreed from one that never answered.
When to ask this
Best once you have some organic traffic and at least one AI-visibility measurement on file — useful across Some Traction and Heavy Traction stages. This is a live diagnosis over your own data, not a static report, so there's nothing to check before you've been measured at least once.
When this refuses
- The run on file is ungrounded — the models answered from what they already knew rather than from anything retrieved, so there are no sources to compare in the first place.
- No multi-engine visibility run exists at all.
How to ask it in chat
"why do some llms confidently cite us while others ignore us entirely"
What you'll get back
A direct answer computed from measurements already on file — no extra cost, no new data is purchased to answer this.
Why do AI engines cite my competitors, not me?
Compares your pages against the sources AI answer engines actually quote for your topics, and names the structural gap.
Why is nobody replying to my emails?
Reads your real send, open, and reply data with your domain's sending health — separates deliverability from copy or targeting.