“Best AI tools” usually means a list of forty logos with one sentence each. That’s not useful — it tells you a tool exists, not whether it’s actually good at the specific job you have.
This page only covers AI tools we’ve actually tested and reviewed, sorted by the job they do. Right now that’s two jobs: AI meeting assistants, and AI-generated UI/product design. We’ll add more jobs as we review more tools — we’d rather cover two categories honestly than forty superficially.
Executive Answer
- AI meeting notes and transcription: Fathom. The free tier is genuinely unlimited — no minutes cap, no meeting-count cap — which is rare in this category.
- Fast, free AI UI generation: Galileo AI, now rebranded as Google Stitch under Google/Gemini. Free with daily limits, still in beta.
- Managing many design projects with a team: Uizard. Paid from $12/month, with unlimited projects and collaborative editing that a beta product doesn’t yet match.
Sort by Job, Not by Buzzword
Every tool on this page does one of two genuinely different jobs. Neither substitutes for the other.
| Job | What it answers | Tool here | From |
|---|---|---|---|
| Meeting transcription and summaries | What was actually said and decided on this call? | Fathom | Free, unlimited |
| Fast AI UI generation | Can I get a working UI from a prompt or sketch, free? | Galileo AI / Google Stitch | Free, daily limits |
| Managed AI design projects | Can my team run many design projects in one place? | Uizard | $12/mo (billed annually) |
The Tools, In Detail
Fathom — the AI meeting assistant with an actually-free tier
Fathom joins a call — as a visible bot or bot-free, your choice — transcribes it, and generates a structured AI summary automatically. Clips and cross-call search let you find a specific moment afterward instead of re-listening to a full recording.
What sets it apart in a crowded category: the free tier has no minutes cap and no meeting-count cap. Most competitors meter free usage tightly enough that an active user hits a paywall within weeks. Fathom’s core recording and summarization function is identical on every tier, including free — paid tiers add collaboration (Team, $19/month/user annual) and sales-specific features like CRM field sync and coaching scorecards (Business, $25/month/user annual), not a bigger allowance of the basic function.
The real limitation: no way to download meeting recordings, and no mobile app. If you need those specifically, that’s a genuine gap. Full Fathom review.
Galileo AI / Google Stitch — free, fast, still beta
Galileo AI generates a working UI from a text prompt or a rough sketch. It’s since been folded into Google’s ecosystem and rebranded Stitch, now free to use with daily generation limits and Gemini’s backing behind it.
The trade-off is maturity: it’s a beta product, with less mature project management than a purpose-built paid tool. For a fast prototype or a one-off mockup, the price (free) is hard to beat. For managing a growing library of ongoing projects, it currently falls short of a tool built specifically for that. Full Galileo AI review.
Uizard — the more complete product, once you’re paying
Uizard does the same core job — AI-generated UI from prompts or sketches — with a more built-out structure around it: project management, team collaboration, and a free tier capped at 3 projects and 2 collaborators before you need to pay.
Pro is $12/month (billed annually) for 500 AI credits and up to 100 projects; Business is $39/month for 5,000 credits and unlimited projects. Against Galileo AI/Stitch specifically: if cost is what matters, Stitch wins outright since it’s free. If you need to run many ongoing projects with a team, Uizard’s structure is currently the more complete product. Full Uizard review.
How to Choose
- Identify the job first. Meeting notes and UI generation are unrelated tasks that happen to both be labeled “AI tools” — that label alone tells you nothing about fit.
- For meetings, start on Fathom’s free tier. There’s no real reason to pay until a specific feature (CRM sync, team search) is the actual bottleneck, not a usage cap.
- For UI generation, try the free option first. Galileo AI/Stitch costs nothing and will tell you within an afternoon whether AI-generated UI fits your workflow at all.
- Only pay for Uizard once project volume is the constraint, not before — its advantage over the free option is structure at scale, not raw generation quality.
Frequently Asked Questions
Why does this page only cover two categories of AI tool?
Because those are the only two we’ve actually tested and can review honestly. We’d rather say “we haven’t covered that yet” than pad this page with tools we haven’t used, the way most “best AI tools” roundups do.
Is Galileo AI the same thing as Google Stitch?
Effectively yes — Galileo AI was absorbed into Google’s ecosystem and now operates under the Stitch name, backed by Gemini. If you see either name referenced, it’s the same underlying product line.
Do I need to pay for an AI meeting assistant?
Not necessarily. Fathom’s free tier is genuinely unlimited for the core recording, transcription, and summary function — most individuals never hit a reason to upgrade. Paid tiers exist for team collaboration and sales-specific features, not for more of the basic function.
What’s the actual difference between Galileo AI/Stitch and Uizard?
Cost and maturity. Stitch is free with daily limits and is still in beta; Uizard charges from $12/month but offers more mature project management, unlimited projects at higher tiers, and team collaboration that Stitch doesn’t yet match.
How We Assessed These
Each tool here has been reviewed individually, and every price is the provider’s published figure at the time of writing. We do not rank across jobs with a single combined score — a meeting assistant and a UI generator aren’t comparable on the same scale, and forcing one would be misleading by construction.
Disclosure: no tool on this page is linked through an affiliate relationship.