Welcome.AI for AI companies
Who Welcome.AI is for as an AI company, the discovery problem it solves, how it helps, and what's free vs Pro — the core doc for AI companies.
Welcome.AI is where buyers — and the AI assistants they increasingly delegate research to — discover, evaluate, and trust AI products. Listing your company makes it legible to both, through a public profile and machine-readable data that ChatGPT, Perplexity, Claude, and Gemini can read and cite. This is the "is this for me, and what do I get" page; for the mission behind it, start with what is Welcome.AI.
At a glance
- Who it's for: founders, marketing and growth leaders, and product marketers at AI companies who need to be found and recommended.
- The problem: buyers now start with AI assistants, and those assistants recommend whoever is represented in structured, citable data. If AI can't read your company, it recommends someone who can.
- How it helps: a canonical profile plus machine-readable knowledge, an AI presence layer, proof, and a trust profile — organized around how buyers discover, evaluate, and trust you.
- Free covers your profile, solutions, knowledge, case studies, team, and a public trust profile. Pro adds the AI presence layer, brand-perception grading, SEO intelligence, analytics, and lead capture.
- Create or claim your page at /submit; see claim or add your company.
Who this is for
You're building an AI product, and you need the people evaluating your category to find you and take you seriously. You might be a founder who keeps losing deals you never knew were happening, a head of growth watching AI assistants recommend competitors, or a product marketer who owns how the company is represented. What you share: your buyers research with AI, and being invisible to it costs you pipeline you can't see.
The problem: AI is the new front door
A large and growing share of software evaluation now starts with an AI assistant rather than a search box. When a buyer asks "what's the best AI tool for X" or "is this company credible," the answer is assembled from whatever those models can find and parse about you.
That creates three gaps most companies don't realize they have:
- You're not represented. If your company isn't in structured, machine-readable form, AI assistants can't confidently describe or recommend you — so they recommend a competitor who is.
- You can't be evaluated. Scattered marketing copy isn't proof. Buyers (and models) want outcomes, comparisons, and specifics they can cite.
- You can't be trusted at a glance. Security and governance questions stall deals when there's nothing verifiable to point to early.
How Welcome.AI helps
Your dashboard at /manage/<your-company> is organized around the three stages a buyer moves through. Each maps to real features.
Discover — be found and understood
Your company profile and solutions give buyers and agents a canonical source. Your knowledge Q&A answers the questions AI engines actually select and cite, across the five GEO stages of the buyer journey. On Pro, the AI presence layer serves that data to agents at standardized endpoints (agent.json, llms.txt, and an MCP server), and your discoverability score shows exactly what to improve.
Evaluate — give buyers proof
Publish case studies with real outcomes. On Pro, the AI Score grader shows how four AI engines actually perceive your brand and tracks it weekly, and your company appears on side-by-side competitor comparisons.
Trust — be verifiable
A self-reported, agent-readable trust profile and public trust.json record your data practices, models, and certifications, so buyers can confirm you're credible before committing. Pro adds a gated document room, access approvals, and questionnaire autofill.
Grow — capture and compound the demand
On Pro, SEO intelligence tracks keywords and content gaps, analytics shows which AI agents fetch your data and how much of your traffic is AI-referred, and a demo-request widget captures leads from AI-driven visitors.
What's free vs Pro
There are exactly two company plans: Free and Pro. A company page is free to create and manage; Pro unlocks the machine-readable presence layer, brand-perception grading, intelligence, and analytics.
| What you get | Free | Pro |
|---|---|---|
| Public company profile | Yes | Yes |
| Solutions / products | Yes | Yes |
| Knowledge Q&A (write & edit) | Yes | Yes |
| Auto-generated knowledge | — | Yes |
| Case studies | Yes | Yes |
Trust profile + public trust.json | Yes | Yes |
| Team & permissions | Yes | Yes |
| AI Discoverability score | Number only | Full breakdown |
| Machine-readable output to AI agents | Name & tagline | Full profile |
AI presence endpoints (agent.json, llms.txt, MCP) | — | Yes |
| AI Score grader (4 engines, weekly) | — | Yes |
| SEO intelligence | — | Yes |
| Analytics & endpoint tracking | — | Yes |
| Demo request widget | — | Yes |
| Trust rooms (documents, access, questionnaire) | — | Yes |
For the full comparison and how to upgrade, see billing & plans. Pro is a paid monthly subscription with no contract — cancel anytime.
Get started
- Submit a new company or claim an existing page at /submit — see claim or add your company.
- Complete your profile, solutions, and knowledge — the biggest levers on your discoverability score.
- Tour the dashboard in the company overview, and upgrade to Pro when you're ready for the AI presence layer and intelligence.
FAQ
Who is this for?
AI companies — specifically the founders, growth leaders, and product marketers responsible for being found and recommended when buyers (and their AI assistants) research your category.
What problem does Welcome.AI solve for my company?
Buyers increasingly start with AI assistants, which recommend whoever is represented in structured, citable data. Welcome.AI gives those assistants a canonical, machine-readable source for your company — profile, solutions, knowledge, proof, and trust — so you get described accurately and recommended instead of your competitors.
What do I get on Free versus Pro?
Free gives you a public profile, solutions, knowledge Q&A you can write and edit, case studies, team access, and a public trust profile. Pro adds auto-generated knowledge and full machine-readable output, the AI presence endpoints, the AI Score grader, SEO intelligence, analytics, lead capture, and the gated trust rooms. See billing & plans.
How do I get a company page?
Submit a new company or claim an existing one at /submit. Both require a Welcome.AI account — see claim or add your company.
I want to keep up with AI, not list a company — is this the right page?
No — this page is for AI companies. If you're an individual keeping up with AI, see Welcome.AI for AI professionals.