# AI visibility reports: how AI describes top SaaS brands Source: https://lynceus.app/ai-visibility/ > Lynceus tracks how AI search surfaces describe 30 top B2B SaaS brands. Free reports across 6 categories. Updated weekly. --- AI visibility reports # How AI describes the brands your buyers compare you against. Free reports on how AI search surfaces describe 30 top B2B SaaS brands across 6 categories. Real verbatim quotes, mention counts, model coverage, and citation patterns. Currently sourced from Google AI Overview; expanding to other LLM endpoints over time. Last refreshed May 6, 2026 Brands tracked 30 Categories 6 Source Google AI Overview via DataForSEO · weekly refresh Currently 19 of 30 brands have refreshed data. 451 total mentions surfaced. Browse by category ## 6 categories of B2B SaaS [ Project Management 5 brands Linear, Notion, Asana, monday.com, ClickUp — every modern team has picked one. We ran each through AI search to capture what surfaces when buyers ask, what citations the LLMs lean on, and where the coverage gaps sit. 100 mentions · 4/5 refreshed ](https://lynceus.app/ai-visibility/category/project-management/)[ CRM & Sales 5 brands HubSpot anchors the category but a wave of modern CRMs (Attio, folk, Pipedrive, Close) are rewriting the playbook. Here's what AI search returns when buyers ask, and which sources the LLMs cite to form that view. 50 mentions · 2/5 refreshed ](https://lynceus.app/ai-visibility/category/crm/)[ Marketing Automation 5 brands Mailchimp, ConvertKit (now Kit), beehiiv, Customer.io, Brevo — same workflow problem, very different AI search coverage and sentiment. 51 mentions · 3/5 refreshed ](https://lynceus.app/ai-visibility/category/marketing-automation/)[ Email Infrastructure 5 brands Resend, Postmark, Mailgun, SendGrid, Loops — the choice every dev team makes once and rarely revisits, until deliverability tanks. Here's what AI search returns when developers ask. 100 mentions · 4/5 refreshed ](https://lynceus.app/ai-visibility/category/email-infra/)[ Product Analytics 5 brands Mixpanel, Amplitude, PostHog, June, Heap — buyers compare them constantly; the AI search view of who's best is more nuanced than the raw SERP suggests. 75 mentions · 3/5 refreshed ](https://lynceus.app/ai-visibility/category/analytics/)[ Dev Infrastructure 5 brands Vercel, Netlify, Render, Railway, Fly.io — the platforms behind the modern web stack. Here's how AI search positions each one when developers ask which to pick. 75 mentions · 3/5 refreshed ](https://lynceus.app/ai-visibility/category/dev-infra/) All brands ## Every brand we track, by category ### [Project Management](https://lynceus.app/ai-visibility/category/project-management/) [Category overview →](https://lynceus.app/ai-visibility/category/project-management/) [ Linear linear.app #1 25 Mentions +0.27 Sentiment Project tracking and issue management for software teams. ](https://lynceus.app/ai-visibility/linear-app/)[ Asana asana.com #2 25 Mentions +0.53 Sentiment Work management platform for cross-functional teams. ](https://lynceus.app/ai-visibility/asana-com/)[ monday.com monday.com #3 25 Mentions +0.66 Sentiment Visual work platform for projects, CRM, and operations. ](https://lynceus.app/ai-visibility/monday-com/)[ ClickUp clickup.com #4 25 Mentions +0.68 Sentiment All-in-one productivity platform with tasks, docs, goals. ](https://lynceus.app/ai-visibility/clickup-com/)[ Notion notion.com 0 Absent from AI search All-in-one workspace for notes, docs, projects, and wikis. ](https://lynceus.app/ai-visibility/notion-com/) ### [CRM & Sales](https://lynceus.app/ai-visibility/category/crm/) [Category overview →](https://lynceus.app/ai-visibility/category/crm/) [ Attio attio.com #1 25 Mentions +0.91 Sentiment Modern, data-rich CRM for fast-growing teams. ](https://lynceus.app/ai-visibility/attio-com/)[ Close close.com #2 25 Mentions +0.73 Sentiment Sales CRM optimized for outbound calling and follow-up. ](https://lynceus.app/ai-visibility/close-com/)[ HubSpot hubspot.com 0 Absent from AI search Inbound marketing, sales, and CRM platform for SMBs and mid-market. ](https://lynceus.app/ai-visibility/hubspot-com/)[ Pipedrive pipedrive.com 0 Absent from AI search Sales-focused CRM built around the pipeline. ](https://lynceus.app/ai-visibility/pipedrive-com/)[ folk folk.app 0 Absent from AI search Lightweight CRM that aggregates contacts from email, LinkedIn, and apps. ](https://lynceus.app/ai-visibility/folk-app/) ### [Marketing Automation](https://lynceus.app/ai-visibility/category/marketing-automation/) [Category overview →](https://lynceus.app/ai-visibility/category/marketing-automation/) [ Mailchimp mailchimp.com #1 25 Mentions +0.58 Sentiment Email marketing and marketing automation for SMBs. ](https://lynceus.app/ai-visibility/mailchimp-com/)[ Customer.io customer.io #2 25 Mentions +0.70 Sentiment Behavioral messaging across email, SMS, push, and in-app. ](https://lynceus.app/ai-visibility/customer-io/)[ ConvertKit convertkit.com #3 1 Mentions +0.00 Sentiment Email and creator marketing platform (rebranded as Kit). ](https://lynceus.app/ai-visibility/convertkit-com/)[ beehiiv beehiiv.com 0 Absent from AI search Newsletter platform with growth, monetization, and analytics built in. ](https://lynceus.app/ai-visibility/beehiiv-com/)[ Brevo brevo.com 0 Absent from AI search Email, SMS, and CRM platform (formerly Sendinblue). ](https://lynceus.app/ai-visibility/brevo-com/) ### [Email Infrastructure](https://lynceus.app/ai-visibility/category/email-infra/) [Category overview →](https://lynceus.app/ai-visibility/category/email-infra/) [ Resend resend.com #1 25 Mentions +0.31 Sentiment Modern transactional email API for developers. ](https://lynceus.app/ai-visibility/resend-com/)[ Postmark postmarkapp.com #2 25 Mentions \-0.54 Sentiment Reliable transactional email service for app and product teams. ](https://lynceus.app/ai-visibility/postmarkapp-com/)[ SendGrid sendgrid.com #3 25 Mentions +0.78 Sentiment Email delivery infrastructure (Twilio company). ](https://lynceus.app/ai-visibility/sendgrid-com/)[ Loops loops.so #4 25 Mentions +0.48 Sentiment Email platform for SaaS — transactional + marketing in one. ](https://lynceus.app/ai-visibility/loops-so/)[ Mailgun mailgun.com 0 Absent from AI search Email API and deliverability platform for developers. ](https://lynceus.app/ai-visibility/mailgun-com/) ### [Product Analytics](https://lynceus.app/ai-visibility/category/analytics/) [Category overview →](https://lynceus.app/ai-visibility/category/analytics/) [ Mixpanel mixpanel.com #1 25 Mentions +0.77 Sentiment Product analytics for tracking user behavior and funnels. ](https://lynceus.app/ai-visibility/mixpanel-com/)[ Amplitude amplitude.com #2 25 Mentions +0.47 Sentiment Product and behavioral analytics for digital product teams. ](https://lynceus.app/ai-visibility/amplitude-com/)[ PostHog posthog.com #3 25 Mentions +0.57 Sentiment Open-source product analytics, session replay, and feature flags. ](https://lynceus.app/ai-visibility/posthog-com/)[ June june.so 0 Absent from AI search Product analytics for B2B SaaS, designed around accounts. ](https://lynceus.app/ai-visibility/june-so/)[ Heap heap.io 0 Absent from AI search Auto-capture digital analytics platform. ](https://lynceus.app/ai-visibility/heap-io/) ### [Dev Infrastructure](https://lynceus.app/ai-visibility/category/dev-infra/) [Category overview →](https://lynceus.app/ai-visibility/category/dev-infra/) [ Vercel vercel.com #1 25 Mentions +0.74 Sentiment Frontend cloud platform — Next.js, edge, preview deployments. ](https://lynceus.app/ai-visibility/vercel-com/)[ Render render.com #2 25 Mentions +0.99 Sentiment Cloud hosting platform — services, databases, jobs. ](https://lynceus.app/ai-visibility/render-com/)[ Fly.io fly.io #3 25 Mentions +0.64 Sentiment Run full-stack apps close to users on a global edge network. ](https://lynceus.app/ai-visibility/fly-io/)[ Netlify netlify.com 0 Absent from AI search Web platform for Jamstack — static hosting, functions, edge. ](https://lynceus.app/ai-visibility/netlify-com/)[ Railway railway.app 0 Absent from AI search Cloud platform for shipping apps without DevOps overhead. ](https://lynceus.app/ai-visibility/railway-app/) ## Don't see your brand? 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