Site index for AI agents: /llms.txt. Documentation pages under /docs are also served as markdown at the same URL plus .md (e.g. /docs/geo-audit.md) or via an Accept: text/markdown request.

AI Visibility for B2B SaaS: be on the shortlist before the first sales call

Buyers ask ChatGPT for the shortlist before they ever reach G2 or your website. Citation share is the new category rank.

The shift

The analyst-style prompt (“best webinar platform for a distributed company,” “alternatives to the incumbent for mid-market”) is where shortlists form now. Engines compose the answer from comparison posts, docs and review sites, and the brands cited in that answer are the consideration set.

The dashboard, in your category's terms

Visibilitycitation share of your category on a trailing-7-day basis, benchmarked against every competitor.
Engine Insightswhich engines favor you and which ignore you, so effort goes where the gap is.
Opportunitiesprompts where your category gets asked and you have nothing citable to offer.
ICP Builderprompt libraries modeled on your actual buyer segments.

Shipped with your team, verified live

First-party context that engines trust: docs-style pages, comparison pages that answer the prompt directly, schema, llms.txt. For Airmeet (our parent company, so a first-party case), help.airmeet.com got the brand named in 98.9% of its citations versus 64.5% for the main site; that became a content program, and we verified the engines responded. That is one brand's observation, not a SaaS-wide rate.

Then we close the loop the way a RevOps team would: every shipped page is tied to the prompts it should move, and the next weekly run tells you whether it did.

#4 to #3Passed YouTube
+35%Citation share, 3 weeks
62%Positive sentiment, from ~35%
108,000+Citation sightings

How we measure

Consistent measurement windows, normalized per monitored day, never cherry-picked dates.
Control brands and placebo checks separate campaign effect from the rising AI-search tide.
Every fix is verified live on production by independent audit before we count it.

The proof behind this page

Airmeet moved from #4 to #3 in webinar citation share, with share up 35% in three weeks (2.26% to 3.06%) and zero negative mentions since mid-May. Measured across 108,000+ citation sightings on 70 daily prompts.

B2B SaaS, by vertical

HR TechMarTechDevTools & Infrastructure
Marketing TeamsE-commerceD2C BrandsEdTechFintech & Financial ServicesReal Estate & PropTechHealthcare & WellnessTravel & HospitalityEvents & Webinar PlatformsProfessional ServicesManufacturing & Industrial

See it on your own prompts.

Book a demo and we run your category's prompts live on the call.