siift
siift · Productivity · Business
siift is an agentic AI operating system built for people starting and growing businesses. Instead of dumping another pile of AI-generated text on you, it organizes research, validation, and planning into a living workspace that keeps track of your business as it changes. Think of it as an AI business advisor that remembers the conversation. Founders use it to test ideas, prioritize what to build next, and automate routine steps across the tools they already run. The business idea validation tool angle is what most people come for first. It targets serious builders, not casual dabblers, and it starts free.
About siift
What Is siift
siift is a web-based platform that treats building a business as a system you can reason about, not a stack of documents you forget about. You bring an idea, it helps you pressure-test it, and then it keeps that context alive as you act on it. The company behind it says the goal is to make entrepreneurial success less dependent on lucky timing or uncommon resources.
The core problem it addresses is noise. There's no shortage of AI tools that generate business plans or market summaries, but they don't remember what you decided last week or how your assumptions changed. siift keeps what it calls a living memory of your business, so advice builds on your actual situation rather than restating generic startup advice. That distinction matters. An AI business canvas that never forgets beats one that resets every morning.
The biggest limit is scope. siift is built for smaller teams and individual builders, and its automations run with a human in the loop rather than firing off unsupervised. It's also credit-based, so heavy users hit usage ceilings on the lower tiers. And the company is early, so you should expect the feature set to keep moving. Not ideal if you need something frozen and stable.
Getting Started
- Create an account at app.siift.ai. No credit card is needed for the free tier.
- Start a project and describe your business idea in plain language.
- Use the Intelligent Business Canvas to map out the pieces of the business and flag what's missing.
- Ask for validation on a specific claim, like pricing or target customer, and review the evidence it pulls back.
- Connect the tools you already use and turn on the automations you're comfortable running.
Product Information
A quick look at siift's pricing, supported platforms, and performance.
Best for
The users, tasks, and scenarios where this tool fits best.
Users
- First-time founders
- Solo operators and small teams
- Product managers and intrapreneurs
Tasks
- Validating a business idea
- Prioritizing next steps
- Prioritizing and automating routine work
Scenarios
- Deciding whether to quit your job and build
- Week-to-week planning for a side project
- Preparing a fundraising or partner conversation
Key features
Living Memory System
Most AI tools forget your last conversation. siift keeps a memory that grows as your business evolves, so you don't keep re-explaining context. Advice stays grounded in decisions you've actually made, and it shifts as those change.
Intelligent Business Canvas
The canvas gives you a visual map of the business with practical, decision-ready filters rather than a static diagram. It's not a poster. You can see which parts are solid and which are still guesses. That's the point. It stays a working document you update as things change, not something you finish once and file away.
Evidence-Backed Feedback
Validation runs continuously across your business context rather than in a single burst. When you ask whether a claim holds up, the system pulls together supporting or contradicting signal and shows its reasoning. Show me the evidence. That's the attitude it takes. It doesn't just tell you what you want to hear.
Proactive Guidance
Rather than wait for a prompt, siift walks you through next steps and suggests actions based on where your business actually stands. So what does that look like in practice? It means you get nudged toward the decision that's actually blocking you, not the one that's easiest to answer. That matters most when you're stuck and don't know what to ask. It keeps momentum instead of stalling until you think of the right question.
Safe Automations Across Your Stack
It can act across a long list of popular apps, but the actions stay human-in-the-loop and transparent. You approve what runs. That's the difference between a tool that helps you move faster and one you can't afford to trust with your accounts.
Shareable Workspaces and Views
You can bring teammates, advisors, or investors into a shared workspace and control what they see. For a small team, that removes the copy-paste step where context usually gets lost. It keeps collaboration inside the same system you work in.
Pros and cons
Pros
- Keeps business context persistent, so you stop repeating yourself to the AI every session.
- The canvas turns a vague idea into a structured set of decisions you can actually act on.
- Free tier is the real product, not a stripped-down teaser, so you can judge it before paying.
- Automations are human-in-the-loop and span many common apps you likely already use.
- Yearly billing cuts the effective price sharply on both paid tiers.
Cons
- Credits cap what you can do: 50 a month free, 200 on Discover, 1,000 on Focus, so heavy users need to watch usage.
- It's a web-only product, so there's no mobile app for working on the go.
- The company is early, which means features, pricing, and integrations can shift without much notice.
- Automations touch sensitive business accounts, and anything human-in-the-loop still needs a person to review it.
Frequently asked questions
It's an agentic AI operating system for building a business. You bring an idea, it helps you validate assumptions, plan next steps, and automate routine work across your other tools, while keeping a persistent memory of your business so advice stays relevant.
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