Quilt vs Toki AI
Side-by-side comparison — pricing, features, ratings, use cases. Find which AI Productivity fits you best.
🔍 Independently researched ·
📊 Data-driven
· ⭐ Ratings from G2 (real user reviews)
60/100
Free tier
Teams that rely heavily on Slack and Notion for internal communication and documentation and want a centralized AI assis
💰 Pricing
🆓 Free tier available
Starting at $30
🔧 Features
✓ Free Tier✓ Ai Model✓ Api Available✓ Team Collaboration✓ Browser Extension✓ Languages Supported✓ Gdpr Compliant✓ Soc2 Compliant✓ Integrations Count✓ Export Formats
📋 Assessment
💪 Strengths
- Unified search across Slack and Notion is genuinely impressive. Quilt’s AI indexes both platforms and can answer natural language queries with synthesized responses. For example, asking 'What was our approach for the Acme onboarding project?' returns a concise summary with source links, rather than a list of unrelated messages. This saves hours of manual searching and helps new employees get up to speed quickly.
- Summarization capabilities are top-notch. Quilt can automatically summarize Notion documents and even meeting transcripts. You can paste a lengthy document or share a transcript, and it produces a structured summary with key decisions, action items, and important details. This is particularly valuable for teams that have back-to-back meetings and need to quickly capture key points without reading everything.
- Generous free tier with 200 message credits per month — enough for small teams to test the waters. The free tier includes access to core features and limited searches, allowing you to evaluate if the tool fits your workflow before committing. This lowers the barrier to adoption and is a smart move for a growing SaaS product.
- Transparent and simple pricing. At $30 per user per month, Quilt is competitively priced compared to similar AI tools like Glean or Notion AI, which can cost more or lack direct Slack integration. There are no hidden fees, and the per-user model makes it easy to scale as your team grows.
- Quick and easy setup: connect Slack and Notion in minutes, and the AI begins indexing immediately. The user interface is clean and intuitive, with a search bar prominently displayed and results organized by source type. Non-technical team members can start using it without a steep learning curve.
⚠ Watch out for
- Lack of a mobile app is a significant drawback. In today's fast-paced work environment, professionals expect to access information on the go. Without a mobile app, you cannot search your team's knowledge or receive summaries while away from your desk. This severely limits its utility for sales teams, field workers, or anyone who frequently travels.
- Integration support is too narrow. While Slack and Notion are popular, many companies also use Google Drive, Confluence, Microsoft Teams, or email. Quilt doesn't index these sources, so users are forced to switch between tools or miss out on essential information. This fragmentation undermines the core promise of being a 'unified knowledge workspace.'
- No workflow automation or custom templates. Quilt focuses on search and summarization but lacks features like automated notifications, custom prompts, or integration with other productivity tools like Zapier. This reduces its usefulness as a central hub for automating routine tasks, which competitors like Glean or Guru offer.
- Analytics dashboards are missing. There's no way to see what your team is searching for, how often the AI provides useful answers, or which content is underutilized. For administrators, this lack of insight makes it hard to justify ROI or improve knowledge base content.
- Pricing jumps quickly as team grows. While the per-user price is fair, there's no volume discount or enterprise tier with advanced security features like SSO and audit logs. For larger teams, the cost can add up, and the missing admin controls might be a dealbreaker for compliance-heavy industries.
🎯 Best for
Teams that rely heavily on Slack and Notion for internal communication and documentation and want a centralized AI assistant to answer questions instantly.
🚫 Who should skip
Organizations that need mobile access, deep workflow automation, or integrations with tools outside Slack/Notion (e.g., Confluence, Google Docs).
📚 Learning curve
Minimal - setup involves connecting accounts and installing the browser extension; querying is simple text input.
🧑⚖️ Verdict
Quilt is a solid choice for small to mid-sized teams deeply invested in Slack and Notion, offering excellent unified search and summarization. However, its lack of mobile app, broader integrations, and advanced features makes it less suitable for larger enterprises or teams with diverse tool stacks.
77/100
Free tier
Professionals and small teams who frequently schedule cross-timezone meetings and want to reduce scheduling friction wit
★ Best
💰 Pricing
🆓 Free tier available
Starting at $15
🔧 Features
✓ Free Tier✓ Ai Model✓ Api Available✓ Mobile App✓ Team Collaboration✓ Languages Supported✓ Gdpr Compliant✓ Integrations Count✓ Workflow Automation
📋 Assessment
💪 Strengths
- AI-powered scheduling reduces email ping-pong: The core algorithm analyzes the availability of all required attendees across their individual calendars, then suggests a set of optimal meeting times. This is particularly valuable for complex scheduling involving multiple people or external clients, where manual coordination is a significant time sink. The AI considers time zones and existing commitments to avoid bounce-backs and re-scheduling.
- Free tier with useful features: The free plan is a genuine entry point, offering basic scheduling assistance and calendar integration without a subscription. This allows individuals or very small teams to test the waters and see if the product fits their workflow. For budget-conscious users, the free tier provides real value, even if it's limited in the number of meetings or advanced features.
- GDPR compliant: In a world of increasing data privacy regulations, Toki Toki AI's GDPR compliance is a significant advantage, especially for European users and companies. It ensures that personal data and calendar information are handled in accordance with strict privacy standards, giving enterprises and individuals peace of mind regarding data security and legal obligations.
- Time blocking for focused work: The ability to block out time for deep work is a standout feature. It allows users to proactively schedule focus sessions, preventing meeting overload and protecting productivity. This integrates with the scheduling engine to ensure that blocked time is respected when suggesting meeting slots, which is a thoughtful touch that many competitors lack.
- Mobile app for on-the-go scheduling: Toki provides a mobile app, ensuring users can manage their schedule and respond to scheduling requests from anywhere. This is crucial for people who are frequently out of office or travel, as it keeps them responsive and in control without needing to sit at a desktop.
⚠ Watch out for
- No browser extension: In a market where many productivity tools offer browser extensions for quick access and calendar views, Toki Toki AI lacks this. This means users must switch to the mobile app or a separate web dashboard, which can feel clunky if they are used to having everything integrated into their browser. It also limits the ability to quickly view and manage scheduling without changing context.
- SOC2 compliance not mentioned: For larger enterprises, SOC2 certification is often a non-negotiable requirement for any cloud-based software. Since Toki claims GDPR compliance but doesn't mention SOC2, potential enterprise clients may have reservations about the overall security posture and data handling practices. This missing certification could be a deal-breaker for serious corporate adoption.
- Free tier limits meetings: The free plan caps the number of meetings you can schedule, which is a common monetization strategy but can be restrictive. Users with consistent scheduling needs, such as sales reps or project managers, may quickly hit the limit and be forced to upgrade. This can become an unexpected cost, and the limitation might annoy power users.
- Limited integration ecosystem: While it integrates with Google Calendar, Microsoft 365, and other major calendars, the absence of a browser extension and potentially other third-party apps (like Slack or CRM tools) could restrict workflows. For teams relying on a connected tool stack, the lack of these integrations reduces efficiency and forces them to manually export data.
🎯 Best for
Professionals and small teams who frequently schedule cross-timezone meetings and want to reduce scheduling friction without complex setup.
🚫 Who should skip
Large enterprises requiring SOC2 compliance or extensive analytics, and users who prefer browser-based extensions over mobile apps.
📚 Learning curve
Minimal - basic setup and integration with existing calendars is straightforward, with no steep learning curve.
🧑⚖️ Verdict
Toki Toki AI is a solid, GDPR-compliant calendar assistant that excels at simplifying multi-participant scheduling and promoting focus time. It's ideal for privacy-conscious professionals and small-to-midsize teams, especially in Europe. However, enterprises requiring SOC2 and users needing a browse
📊 Use Case Suitability
Higher score = better fit. Scores from editorial review.
Use CaseQuiltToki AI
Unified Knowledge Search Across Slack & Notion95—
Quilt's core strength is pulling answers from Slack conversations and Notion doc
Onboarding New Employees90—
New hires can ask questions in natural language and get instant answers from the
Meeting Summarization & Follow-Ups80—
Quilt can summarize Slack threads or Notion meeting notes, though it depends on
Internal Document Drafting70—
The AI can generate content based on existing knowledge, but lacks advanced form
Scheduling client calls across time zones—95
Toki's AI automatically finds mutually available slots, eliminating back-and-for
Coordinating internal team standups—85
Toki can suggest daily recurring times that work for the whole team by analyzing
Personal time blocking for focused work—70
While primarily for meeting scheduling, Toki can help protect time by suggesting
Automating interview scheduling—90
Integration with HR tools via API allows automated scheduling of candidate inter
🧭 Which One Should You Pick?
Choose Quilt if...
- You are: Teams that rely heavily on Slack and Notion for internal communication and documentation and want a centralized AI assis
- 👍 Unifies knowledge from Slack and Notion, eliminating the need to switch between apps.
- 👍 AI provides instant, context-aware answers from your team's historical data.
- 👍 Offers a generous free tier and transparent per-user pricing for scaling.
- 💰 From $30/mo
- ⚠ Trade-off: No mobile app limits accessibility for on-the-go users.
Choose Toki AI if...
- You are: Professionals and small teams who frequently schedule cross-timezone meetings and want to reduce scheduling friction wit
- 👍 AI-powered scheduling reduces email ping-pong by analyzing multiple calendars and suggesting optimal
- 👍 Free tier available with basic features, making it accessible for individuals or small teams on a bu
- 👍 GDPR compliant, ensuring data privacy for users in Europe and handling personal data responsibly.
- 💰 From $15/mo
- ⚠ Trade-off: No browser extension limits integration with web-based calendar views and may re
❓ Frequently Asked Questions
What integrations does Quilt support?
Quilt connects with Slack and Notion out of the box, and offers additional integrations via its API. The number of integrations grows with your plan: more are available on Pro and Business tiers.
Is there a free plan and what are its limits?
Yes, Quilt has a Free plan at $0 per month. It includes the AI model and browser extension but limits the number of queries you can make. Pro and Business plans remove query limits.
Does Quilt have a mobile app?
No, Quilt does not offer a mobile app. It is accessed via the web interface and a browser extension, so it works on desktop environments only.
Can I export my data from Quilt?
Yes, Quilt supports export of your knowledge base and answers in various formats, though specific export formats are not detailed. The feature is available on all paid plans.
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