Your buyers ask ChatGPT for the best tool in the category and get a shortlist in seconds. Track those prompts weekly, see which competitors get recommended, and tie AI visibility to the signups it drives.
How SaaS product marketing teams find the use cases they are losing and the pipeline AI already sends them.
Tag Leadership
Buyers rarely ask for your category by name; they ask for a tool for their use case. The leadership matrix ranks brands on every tag you track, so your enterprise story can lead while a rival owns the startup segment underneath you. Mention rates and deltas per prompt show where next quarter's content bets belong.
Competitor Tracking
New entrants appear in AI shortlists weeks before they appear in your lost-deal notes. Each tracked rival carries visibility, average position and share, refreshed weekly, so the first sign of a competitor gaining on comparison prompts lands on this page instead of in a QBR surprise.
AI Traffic
Winning the shortlist only matters if it fills the funnel. Connect your analytics and AI referral sessions line up next to your visibility numbers, so the prompts you win turn into sessions and trial signups you can defend in a growth review.
Software buyers ask AI for a shortlist before they ever read a review site.
Track "best CRM for startups" style prompts weekly and see exactly which tools AI puts on the shortlist.
Every competitor mention is logged with its position, so you know who wins each prompt and where you rank.
One number per model and market shows how much of your category's AI conversation belongs to you.
AI builds its shortlists from review roundups, comparison posts and docs. Citation analysis shows which ones.
AI assistants recommend tools while developers work. Track the prompts that decide which SDK or API gets installed.
Agent Analytics plus the GA4, Plausible or PostHog integration connects AI answers to the traffic and signups they produce.
From category prompts to attributed signups in four steps.
The prompts your buyers ask, generated from your site with AI prompt suggestions and prompt research.
Every answer is stored with mentions, positions and cited sources, on every plan.
Share of voice and models comparison show where competitors beat you, and citations show the content behind it.
Publish or update the pages content recommendations flag, then measure the shift in next week's run and in your signup data.
Where SaaS and B2B teams put LLM Pulse to work.
Own the "best software for" questions in every market where you sell.
See how AI answers "you versus the incumbent" and which sources it leans on.
Track the prompts developers ask inside AI assistants when they pick an SDK, API or library.
Measure how fast AI models pick up a new name, product or positioning.
"LLM Pulse is an essential tool for anyone needing to track visibility in LLMs. The platform works seamlessly, and the team is highly professional and responsive. It brings much-needed light and structure to the often unpredictable context of AI visibility. Highly recommended."
Common questions from SaaS and B2B software teams.
Research on how AI models build software shortlists and who they cite.
Read moreGet a first snapshot of how AI models rank you in your category.
Read moreHow LLM Pulse identifies AI assistants and bots visiting your site.
Read moreStart a 14-day free trial and find out which category prompts you win today.
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