Before locking in on Alice, look at the field. The Productivity category has been shipping new tools every month, and several pulled stronger engagement numbers.
Stronger engagement doesn't always mean a better product. It means the community found more to discuss. That's a signal worth investigating.
Alice: Quick Overview
Alice
Ask AI for actions, not answers
438
A native app that offers fast and reliable experience with models (OpenAI, Perplexity, Claude and more). Use keyboards shortcuts and pre-built prompts to boost your productivity. Alice not only give you answers, but connects to your apps and execute actions!
Your tool for building AI agents with natural language
9,871
Wordware is an IDE that enables anyone to build complex AI Agents and applications. Domain experts and engineers can now iterate 20x faster with prebuilt tools, API deployment, tracing, and more. Finally, build high-quality and reliable AI!
Remy is a charismatic AI sleep coach who takes care of everything about your sleep from your sleep metrics and circadian rhythms to evening routines and sleep environment. Truly, backed by science.
Speak naturally, write perfectly & 3x faster in every app
2,128
Wispr Flow is a Mac dictation app that lets you speak naturally and writes in your style across every application, 3x faster than typing. With auto-edits, AI commands, and 100+ languages, Flow saves you hours by producing perfectly formatted text instantly.
• Detect hidden sugars with our label scanner • Get personalized guidance from an AI nutritionist • Track your progress and beat sugar addiction • Ultimate lifestyle tool for a healthier you!
Remento makes writing a memoir as easy as talking. Our Speech-to-Story technology turns weekly recorded interviews into a hardcover book of polished stories, printed with QR codes that link to the original recordings. The perfect holiday gift for any parent🎁
An AI-native workspace for tech-savvy professionals who want to stay on top of everything—without the busywork. Tana helps you connect and organize information so you get it where you need it, in a super flexible format.
Me.bot captures and connects your thoughts to understand you better, synthesizing a coach for all your life challenges, from a big career move to a small gloomy moment.
OpenAI has released a model called ChatGPT which interacts in a conversational way. The dialogue format makes it possible for ChatGPT to answer followup questions, admit its mistakes, challenge incorrect premises, and reject inappropriate requests.
Flipner AI is a new way to create texts. Capture your diverse ideas on the go, anywhere. Store your text and audio notes in the content hub. Transform and merge your thoughts into structured drafts or ready-to-use texts with Flipner's intuitive AI tool.
A workflow automation platform that routes tasks to the right agent – human or AI. By connecting tools like Slack, Jira and Notion – Trace breaks down existing workflows, spots automation opportunities and embeds AI agents to repetitive tasks.
Voicenotes is an intelligent note-taking app. Record your thoughts freely, get them transcribed using state-of-the-art AI, and ask about every word you spoke.
✨ Start with AI—design your portfolio, startup landing page, or book club site with ease. Choose from infinite color palettes and typeface combos. Customizing is a breeze with AI-generated copy and color shuffling. Your imagination is the limit.
First - I'll analyze your Instagram profile data and save the vibe. Second - give you 7 days of content ideas that could be interesting to your audience. Then I'll create personalized content for you and suggest scheduling it to your profile directly from UI.
Interest score is the default sort because it's the broadest signal of market awareness. But the table includes engagement ratio for a reason. If I were evaluating these products, I'd re-sort by engagement in my head. The products with the highest engagement-to-interest ratio tend to be the ones that delivered on their promise.
Frequently Asked Questions
Check the comparisons section. We auto-generate side-by-side pages for products that share categories and have similar traction levels. If the pair you want isn't there, the products might be too far apart in engagement to make a meaningful comparison.
By community interest score. Higher score means more people engaged with the product at launch. We show engagement ratio as a secondary metric because it separates one-day hype from products that generated real conversation.
Launch-day attention. It's a popularity signal, not a quality score. A product with 2,000 interest might be worse than one with 400. The number tells you who showed up, not who stayed.
Discussion threads divided by interest score. Above 0.30 is strong. Means people cared enough to write about it. Below 0.15 is a warning sign: lots of eyeballs, not much substance. We've found it's the single best predictor of whether a product has staying power.
No. Zero sponsorships, zero paid placements. Rankings come directly from community engagement data.