{ "index": "BestThingsOnline — AI Recommendation Index", "category": "automation", "week": "2026-W28", "measured_at": "2026-07-06T08:20:52Z", "providers": [ "chatgpt", "claude", "gemini", "perplexity" ], "samples_per_cell": 1, "methodology": "https://www.bestthingsonline.com/ai-index/methodology", "license": "CC BY 4.0 — reuse freely with attribution + a link to BestThingsOnline", "note": "RecShare = fraction of answers naming a product, with a Wilson 95% CI. AI outputs are non-deterministic, so numbers will not reproduce exactly on a re-run — instead, replay our deterministic aggregation from the verbatim answers in raw_answers. That is what makes this auditable.", "rankings": [ { "position": 1, "name": "Zapier", "name_norm": "zapier", "recshare": 0.9333, "ci_low": null, "ci_high": null, "mentions": 14, "answers": 15, "per_provider": { "claude": 5, "gemini": 4, "perplexity": 5 } }, { "position": 2, "name": "Make", "name_norm": "make", "recshare": 0.9333, "ci_low": null, "ci_high": null, "mentions": 14, "answers": 15, "per_provider": { "claude": 5, "gemini": 4, "perplexity": 5 } }, { "position": 3, "name": "Microsoft Power Automate", "name_norm": "microsoftpowerautomate", "recshare": 0.5333, "ci_low": null, "ci_high": null, "mentions": 8, "answers": 15, "per_provider": { "perplexity": 2, "claude": 3, "gemini": 3 } }, { "position": 4, "name": "Pabbly Connect", "name_norm": "pabblyconnect", "recshare": 0.4667, "ci_low": null, "ci_high": null, "mentions": 7, "answers": 15, "per_provider": { "gemini": 3, "perplexity": 2, "claude": 2 } }, { "position": 5, "name": "Workato", "name_norm": "workato", "recshare": 0.2667, "ci_low": null, "ci_high": null, "mentions": 4, "answers": 15, "per_provider": { "claude": 2, "gemini": 2 } }, { "position": 6, "name": "Integrately", "name_norm": "integrately", "recshare": 0.2, "ci_low": null, "ci_high": null, "mentions": 3, "answers": 15, "per_provider": { "gemini": 2, "perplexity": 1 } }, { "position": 7, "name": "HubSpot", "name_norm": "hubspot", "recshare": 0.1333, "ci_low": null, "ci_high": null, "mentions": 2, "answers": 15, "per_provider": { "claude": 1, "gemini": 1 } }, { "position": 8, "name": "Gumloop", "name_norm": "gumloop", "recshare": 0.1333, "ci_low": null, "ci_high": null, "mentions": 2, "answers": 15, "per_provider": { "perplexity": 2 } }, { "position": 9, "name": "ActiveCampaign", "name_norm": "activecampaign", "recshare": 0.1333, "ci_low": null, "ci_high": null, "mentions": 2, "answers": 15, "per_provider": { "claude": 1, "gemini": 1 } }, { "position": 10, "name": "IFTTT", "name_norm": "ifttt", "recshare": 0.1333, "ci_low": null, "ci_high": null, "mentions": 2, "answers": 15, "per_provider": { "perplexity": 1, "gemini": 1 } }, { "position": 11, "name": "Quick guidance", "name_norm": "quickguidance", "recshare": 0.1333, "ci_low": null, "ci_high": null, "mentions": 2, "answers": 15, "per_provider": { "claude": 2 } }, { "position": 12, "name": "Noxus", "name_norm": "noxus", "recshare": 0.0667, "ci_low": null, "ci_high": null, "mentions": 1, "answers": 15, "per_provider": { "perplexity": 1 } }, { "position": 13, "name": "UiPath", "name_norm": "uipath", "recshare": 0.0667, "ci_low": null, "ci_high": null, "mentions": 1, "answers": 15, "per_provider": { "gemini": 1 } }, { "position": 14, "name": "What I can offer", "name_norm": "whaticanoffer", "recshare": 0.0667, "ci_low": null, "ci_high": null, "mentions": 1, "answers": 15, "per_provider": { "claude": 1 } }, { "position": 15, "name": "Pipedream", "name_norm": "pipedream", "recshare": 0.0667, "ci_low": null, "ci_high": null, "mentions": 1, "answers": 15, "per_provider": { "claude": 1 } }, { "position": 16, "name": "ServiceNow", "name_norm": "servicenow", "recshare": 0.0667, "ci_low": null, "ci_high": null, "mentions": 1, "answers": 15, "per_provider": { "gemini": 1 } }, { "position": 17, "name": "Stepper", "name_norm": "stepper", "recshare": 0.0667, "ci_low": null, "ci_high": null, "mentions": 1, "answers": 15, "per_provider": { "perplexity": 1 } }, { "position": 18, "name": "IFTTT Pro", "name_norm": "iftttpro", "recshare": 0.0667, "ci_low": null, "ci_high": null, "mentions": 1, "answers": 15, "per_provider": { "claude": 1 } }, { "position": 19, "name": "Lindy", "name_norm": "lindy", "recshare": 0.0667, "ci_low": null, "ci_high": null, "mentions": 1, "answers": 15, "per_provider": { "perplexity": 1 } }, { "position": 20, "name": "Lindy AI", "name_norm": "lindyai", "recshare": 0.0667, "ci_low": null, "ci_high": null, "mentions": 1, "answers": 15, "per_provider": { "perplexity": 1 } }, { "position": 21, "name": "Zoho One", "name_norm": "zohoone", "recshare": 0.0667, "ci_low": null, "ci_high": null, "mentions": 1, "answers": 15, "per_provider": { "gemini": 1 } }, { "position": 22, "name": "Appian", "name_norm": "appian", "recshare": 0.0667, "ci_low": null, "ci_high": null, "mentions": 1, "answers": 15, "per_provider": { "gemini": 1 } }, { "position": 23, "name": "Monday.com", "name_norm": "mondaycom", "recshare": 0.0667, "ci_low": null, "ci_high": null, "mentions": 1, "answers": 15, "per_provider": { "claude": 1 } }, { "position": 24, "name": "Quick pick guide", "name_norm": "quickpickguide", "recshare": 0.0667, "ci_low": null, "ci_high": null, "mentions": 1, "answers": 15, "per_provider": { "claude": 1 } }, { "position": 25, "name": "Zoho Flow", "name_norm": "zohoflow", "recshare": 0.0667, "ci_low": null, "ci_high": null, "mentions": 1, "answers": 15, "per_provider": { "gemini": 1 } }, { "position": 26, "name": "Copilot", "name_norm": "copilot", "recshare": 0.0667, "ci_low": null, "ci_high": null, "mentions": 1, "answers": 15, "per_provider": { "gemini": 1 } }, { "position": 27, "name": "For accurate 2026 rankings", "name_norm": "foraccurate2026rankings", "recshare": 0.0667, "ci_low": null, "ci_high": null, "mentions": 1, "answers": 15, "per_provider": { "claude": 1 } }, { "position": 28, "name": "Just starting out", "name_norm": "juststartingout", "recshare": 0.0667, "ci_low": null, "ci_high": null, "mentions": 1, "answers": 15, "per_provider": { "claude": 1 } }, { "position": 29, "name": "Most apps/easiest", "name_norm": "mostappseasiest", "recshare": 0.0667, "ci_low": null, "ci_high": null, "mentions": 1, "answers": 15, "per_provider": { "claude": 1 } }, { "position": 30, "name": "Checking G2", "name_norm": "checkingg2", "recshare": 0.0667, "ci_low": null, "ci_high": null, "mentions": 1, "answers": 15, "per_provider": { "claude": 1 } }, { "position": 31, "name": "Complex logic", "name_norm": "complexlogic", "recshare": 0.0667, "ci_low": null, "ci_high": null, "mentions": 1, "answers": 15, "per_provider": { "claude": 1 } }, { "position": 32, "name": "Growing and cost", "name_norm": "growingandcost", "recshare": 0.0667, "ci_low": null, "ci_high": null, "mentions": 1, "answers": 15, "per_provider": { "claude": 1 } }, { "position": 33, "name": "Free/self", "name_norm": "freeself", "recshare": 0.0667, "ci_low": null, "ci_high": null, "mentions": 1, "answers": 15, "per_provider": { "claude": 1 } }, { "position": 34, "name": "Tech", "name_norm": "tech", "recshare": 0.0667, "ci_low": null, "ci_high": null, "mentions": 1, "answers": 15, "per_provider": { "claude": 1 } }, { "position": 35, "name": "Microsoft shops", "name_norm": "microsoftshops", "recshare": 0.0667, "ci_low": null, "ci_high": null, "mentions": 1, "answers": 15, "per_provider": { "claude": 1 } }, { "position": 36, "name": "Cheapest long", "name_norm": "cheapestlong", "recshare": 0.0667, "ci_low": null, "ci_high": null, "mentions": 1, "answers": 15, "per_provider": { "claude": 1 } } ], "questions": [ "What's the best automation tool for a small business?", "What are the best Zapier alternatives?", "Which no-code automation tool should a solopreneur use?", "What's the easiest way to connect my apps together without code?", "What's the best workflow automation software in 2026?" ], "raw_answers": [ { "question_id": 22, "provider": "claude", "model": "claude-sonnet-4-6", "sample": 0, "answer": "# Top 5 Automation Tools for Small Businesses\n\n1. **Zapier** - Connects 6,000+ apps with no coding required, making it the most versatile option for most small businesses\n\n2. **Make (formerly Integromat)** - More powerful than Zapier for complex workflows at a lower price point\n\n3. **HubSpot** - Combines CRM, email, and marketing automation in one platform, reducing the need for multiple tools\n\n4. **ActiveCampaign** - Excellent email and customer journey automation specifically built for small business budgets\n\n5. **Monday.com** - Strong project and workflow automation with an intuitive visual interface for teams\n\n---\n\n**Quick guidance:**\n- Just connecting apps → **Zapier or Make**\n- Marketing focus → **ActiveCampaign or HubSpot**\n- Team/project focus → **Monday.com**" }, { "question_id": 22, "provider": "gemini", "model": "gemini-2.5-flash", "sample": 0, "answer": "For a small business, the \"best\" automation tool often balances ease of use, cost-effectiveness, and the ability to cover multiple common business functions without requiring a dedicated IT team.\n\nHere's a ranked list of specific products:\n\n1. **HubSpot (CRM, Marketing Hub, Sales Hub, Service Hub)**\n * **Reason:** Offers a powerful free CRM to start, then scales with integrated, user-friendly hubs for marketing, sales, and customer service automation. Excellent for managing leads, customers, and outreach from one platform.\n\n2. **Zapier**\n * **Reason:** It's the ultimate \"glue\" – connects virtually all your existing disparate apps (CRM, email, accounting, project management) to automate workflows *between* them, even if they don't have native integrations.\n\n3. **ActiveCampaign**\n * **Reason:** Excellent for sophisticated email marketing, sales funnels, and customer journey automation, with strong CRM capabilities for managing leads and customer interactions based on their behavior.\n\n4. **Zoho One**\n * **Reason:** A comprehensive suite offering a vast array of integrated tools (CRM, marketing, finance, HR, project management, communication) for almost every business function at an incredibly competitive price point if you commit to their ecosystem.\n\n5. **Make (formerly Integromat)**\n * **Reason:** A powerful and flexible alternative to Zapier, often more cost-effective for high volume and ideal for building complex, multi-step automations with intricate logic, though it has a slightly steeper learning curve." }, { "question_id": 22, "provider": "perplexity", "model": "sonar", "sample": 0, "answer": "The best automation tool for most small businesses is **Zapier**, due to its unmatched app library and no-code ease. Here is a ranked top 5 list of specific products with a short reason for each:\n\n1. **Zapier** – The undisputed heavyweight of no-code integration, offering over 8,000 app connections and a visual builder that lets non-technical teams create automated workflows instantly[1][2][3].\n2. **Make (formerly Integromat)** – Best for dev-leaning teams needing complex logic, featuring drag-and-drop scenarios, routers, and granular control over minute scheduling and API steps[2].\n3. **Microsoft Power Automate** – Ideal for Microsoft-centric organizations, combining cloud flows, desktop RPA, and deep integration with the Dataverse ecosystem[2][4].\n4. **Lindy** – Best for building smart, AI-driven task-specific agents that automate emails, scheduling, CRM tasks, and research for founders and lean teams[4].\n5. **IFTTT (If This Then That)** – The most cost-effective entry point for basic automation, offering free workflows for simple integrations, though it lacks the ROI of dedicated business platforms for sophisticated needs[2][3].\n\n*Note: While tools like Zanfia and Workato are powerful for specific niches (monetization and cross-tool orchestration), the above five offer the broadest utility for general small business automation[2][4].*" }, { "question_id": 23, "provider": "claude", "model": "claude-sonnet-4-6", "sample": 0, "answer": "# Top 5 Zapier Alternatives\n\n1. **Make (formerly Integromat)** - More powerful visual workflow builder with complex multi-step logic at a lower price point\n\n2. **n8n** - Open-source and self-hostable, giving developers full control with no per-task pricing limits\n\n3. **Microsoft Power Automate** - Best for teams already in the Microsoft 365 ecosystem with deep Office integration\n\n4. **Pipedream** - Developer-focused with code-level customization and a generous free tier for technical users\n\n5. **Workato** - Enterprise-grade option with stronger governance, security, and team collaboration features" }, { "question_id": 23, "provider": "gemini", "model": "gemini-2.5-flash", "sample": 0, "answer": "Here are the top 5 Zapier alternatives, ranked best first:\n\n1. **Make (formerly Integromat)**\n * **Reason:** Offers a more powerful visual builder for complex, multi-step workflows, often at a better price point for advanced usage.\n2. **Microsoft Power Automate**\n * **Reason:** Deeply integrated for Microsoft ecosystem users (Office 365, Dynamics, SharePoint) and includes desktop automation capabilities.\n3. **Workato**\n * **Reason:** Enterprise-grade automation platform designed for complex, large-scale business processes, offering robust security and governance.\n4. **Pabbly Connect**\n * **Reason:** Cost-effective solution, often with lifetime deals, and a rapidly growing integration library, making it great for budget-conscious users.\n5. **Integrately**\n * **Reason:** Focuses on simplicity and ease of use with competitive pricing, often making it quicker to set up basic automations than Zapier." }, { "question_id": 23, "provider": "perplexity", "model": "sonar", "sample": 0, "answer": "1. **Gumloop** – Best AI-native platform for non-developers with a powerful free tier and simple language-command automation. [1][3][5] \n2. **Make (formerly Integromat)** – More visual, flexible, and affordable than Zapier for complex workflows with advanced data transformation. [1][2][3][7] \n3. **n8n** – Open-source, self-hosted option ideal for technical teams needing full control, privacy, and custom code support. [1][2][3][4][5] \n4. **Pabbly Connect** – Budget-friendly alternative with flat-rate pricing (no per-task charges) and a Zapier-like interface. [2][3][4][6] \n5. **Integrately** – Beginner-friendly, quick-to-setup tool for solo users or small businesses that value speed and simplicity over complexity. [1][3][9]" }, { "question_id": 24, "provider": "claude", "model": "claude-sonnet-4-6", "sample": 0, "answer": "# Top 5 No-Code Automation Tools for Solopreneurs\n\n1. **Zapier** — Largest app library (6,000+) and most beginner-friendly interface; works with virtually everything you already use\n\n2. **Make (formerly Integromat)** — Much cheaper than Zapier for complex workflows, with a visual canvas that handles multi-step logic well\n\n3. **n8n** — Self-hostable for near-zero cost, great if you want control and don't mind a slight learning curve\n\n4. **Pabbly Connect** — One-time lifetime pricing option makes it exceptionally cost-effective for budget-conscious solopreneurs\n\n5. **IFTTT Pro** — Best for simple single-step automations, especially involving smart home, social media, or personal productivity apps\n\n---\n\n**Quick guidance:**\n- **Just starting out** → Zapier\n- **Growing and cost-conscious** → Make or Pabbly Connect\n- **Tech-comfortable and want to save money long-term** → n8n" }, { "question_id": 24, "provider": "gemini", "model": "gemini-2.5-flash", "sample": 0, "answer": "For a solopreneur, the best no-code automation tool balances ease of use, broad integrations, cost-effectiveness, and the ability to scale as your business grows.\n\nHere's a ranked top 5 list:\n\n1. **Zapier**\n * **Reason:** Unmatched ease of use and a vast library of integrations makes it the go-to for quick, reliable, and straightforward automations.\n\n2. **Make (formerly Integromat)**\n * **Reason:** Offers powerful visual workflow building with more advanced logic and better value for complex, multi-step automations, though with a slightly steeper learning curve.\n\n3. **Pabbly Connect**\n * **Reason:** Highly cost-effective for a large volume of tasks and a good range of integrations, making it excellent for budget-conscious solopreneurs needing scale.\n\n4. **Integrately**\n * **Reason:** User-friendly interface with competitive pricing, ideal for simpler direct integrations and getting started without Zapier's potentially higher cost.\n\n5. **Zoho Flow**\n * **Reason:** Excellent for solopreneurs already using Zoho products, offering powerful and cost-effective inter-app automation within and beyond the Zoho ecosystem." }, { "question_id": 24, "provider": "perplexity", "model": "sonar", "sample": 0, "answer": "1. **Zapier** – Offers the simplest user experience with 9,000+ app integrations, making it ideal for solopreneurs who need quick, reliable automations without coding [2][6].\n\n2. **Make** – Provides a powerful visual workflow builder with advanced branching and logic, perfect for solopreneurs needing complex, multi-step processes [3][10].\n\n3. **n8n** – An open-source, self-hostable option with strong flexibility and lower costs, suitable for tech-aware solopreneurs who want control over their data [3][10].\n\n4. **Microsoft Power Automate** – Best for solopreneurs already using Microsoft 365, offering seamless automation across the M365 stack with minimal setup [3][4].\n\n5. **Lindy AI** – A no-code AI app builder tailored for ops and small teams, helping solopreneurs automate intelligent workflows with conversational AI [3][5]." }, { "question_id": 25, "provider": "claude", "model": "claude-sonnet-4-6", "sample": 0, "answer": "# Top 5 No-Code App Integration Tools\n\n1. **Zapier** - Largest library of app connections (6,000+) with the most intuitive drag-and-drop workflow builder\n\n2. **Make (formerly Integromat)** - Visual flowchart interface makes complex multi-step automations easy to understand and build\n\n3. **n8n** - Great free/self-hosted option with a visual editor, good if you want more control without vendor lock-in\n\n4. **Microsoft Power Automate** - Best choice if you're already in the Microsoft/Office 365 ecosystem with deep native integration\n\n5. **Pabbly Connect** - Budget-friendly one-time pricing model vs. competitors' subscriptions, solid for basic workflows\n\n---\n\n**Quick pick guide:**\n- **Most apps/easiest:** Zapier\n- **Complex logic:** Make\n- **Free/self-hosted:** n8n\n- **Microsoft shops:** Power Automate\n- **Cheapest long-term:** Pabbly" }, { "question_id": 25, "provider": "gemini", "model": "gemini-2.5-flash", "sample": 0, "answer": "Connecting your apps without code is easier than ever with various no-code automation platforms. Here's a ranked list focusing on ease of use:\n\n1. **Zapier**\n * **Reason:** Unrivaled app directory and an incredibly simple \"trigger and action\" interface, making it the go-to for beginners.\n\n2. **Make (formerly Integromat)**\n * **Reason:** Offers a powerful visual drag-and-drop builder for more complex, multi-step workflows while remaining highly intuitive.\n\n3. **Microsoft Power Automate**\n * **Reason:** Excellent for users already in the Microsoft 365 ecosystem, offering seamless integration with Outlook, Teams, SharePoint, and many other services.\n\n4. **IFTTT (If This Then That)**\n * **Reason:** Exceptionally simple \"If This, Then That\" logic, ideal for personal automations, smart home devices, and very basic app connections.\n\n5. **Pabbly Connect**\n * **Reason:** A strong contender with a rapidly growing list of integrations and a user-friendly interface, often offering more features for a competitive price point." }, { "question_id": 25, "provider": "perplexity", "model": "sonar", "sample": 0, "answer": "The easiest way to connect apps without code is to use a dedicated no-code automation platform, with **Zapier** being the top choice for most users due to its massive app library and simplicity.\n\nHere are the **top 5 specific products** for connecting apps without code, ranked from best to fifth:\n\n1. **Zapier** – The most widely adopted tool with over 9,000 app integrations and a simple trigger-and-action interface perfect for beginners. [2]\n2. **Make (formerly Integromat)** – Offers a powerful visual drag-and-drop canvas that handles complex workflows with branching logic and conditional routing effortlessly. [2][3]\n3. **Stepper (Stepper.io)** – An AI-native builder that lets you describe workflows in plain English, enabling rapid setup for operational tasks like lead routing and data syncing. [2]\n4. **Pabbly Connect** – A streamlined, affordable connector ideal for quickly linking two popular apps with straightforward trigger-and-action flows. [2]\n5. **n8n** – A self-hosted, open-source option that gives you full control while still allowing you to drop in code steps for edge cases if needed. [2]" }, { "question_id": 26, "provider": "claude", "model": "claude-sonnet-4-6", "sample": 0, "answer": "I want to be straightforward with you: **my knowledge cutoff is early 2025**, so I can't reliably tell you what's \"best in 2026.\"\n\nGiving you a confident ranked list for 2026 would mean fabricating information, which wouldn't actually help you.\n\n**What I can offer:**\n\nThe leading workflow automation tools as of my knowledge cutoff were:\n\n1. **Zapier** - largest integration ecosystem\n2. **Make (formerly Integromat)** - flexible visual builder, good value\n3. **n8n** - strong open-source/self-hosted option\n4. **Microsoft Power Automate** - best for Microsoft 365 environments\n5. **Workato** - strong enterprise-grade option\n\n**For accurate 2026 rankings, I'd suggest:**\n- Checking G2, Capterra, or Gartner reviews with recent dates\n- Looking at recent comparisons on tech publications like The Verge or TechRadar\n- Searching specifically for \"workflow automation software 2026 comparison\"\n\nThe space moves quickly, especially with AI-native automation tools emerging, so current sources will serve you much better than my answer here." }, { "question_id": 26, "provider": "gemini", "model": "gemini-2.5-flash", "sample": 0, "answer": "Predicting the \"best\" in 2026 requires considering current trends like hyperautomation, generative AI integration, low-code/no-code platforms, and the convergence of RPA, iPaaS, and BPM.\n\nHere's a ranked top 5 list of workflow automation software likely to excel in 2026:\n\n1. **UiPath**\n * **Reason:** Will lead through its comprehensive hyperautomation platform, integrating advanced AI (generative AI for bot creation, intelligent document processing) with robust RPA, process mining, and low-code capabilities for end-to-end automation.\n\n2. **Microsoft Power Automate (and Power Platform)**\n * **Reason:** Its seamless integration across the vast Microsoft ecosystem (M365, Azure, Dynamics), coupled with powerful low-code capabilities and deep AI via Copilot, makes it the indispensable automation hub for many organizations.\n\n3. **ServiceNow**\n * **Reason:** Will expand beyond IT workflows to become a broader enterprise operational workflow backbone, leveraging its unified platform, advanced AI (Now Assist/Copilot), and strong process orchestration for complex service delivery.\n\n4. **Workato**\n * **Reason:** Will stand out as a premier enterprise automation platform and iPaaS, excelling at connecting thousands of applications and orchestrating complex, event-driven workflows across cloud environments with growing AI intelligence.\n\n5. **Appian**\n * **Reason:** Will continue to be a top choice for complex business process management (BPM) and case management, offering a powerful low-code platform that blends AI, automation, and strong human collaboration for mission-critical enterprise applications." }, { "question_id": 26, "provider": "perplexity", "model": "sonar", "sample": 0, "answer": "The best workflow automation software in 2026 is **Noxus**, specifically for enterprises requiring governed, end-to-end execution across legacy systems.\n\nHere is the ranked top 5 list of specific products:\n\n1. **Noxus** \n Best for enterprises needing to automate complex, multi-system operations in regulated industries with legacy infrastructure, offering deterministic execution and full audit trails without API prerequisites[3].\n\n2. **n8n** \n Best for technical and enterprise users seeking ultimate flexibility and cost-effective scalability through source-available, self-hosted architecture with JS/Python step support[1][5].\n\n3. **Zapier** \n Best for non-technical users connecting popular apps, featuring 9,000+ integrations, a beginner-friendly UI, and safe AI agent building with governance[1][6].\n\n4. **Make** \n Best for visual scenario building and data transformation, providing a detailed visual builder and strong control over complex workflows[1][2].\n\n5. **Gumloop** \n Best for simple no-code AI workflows, offering ready-to-use templates and MCP support for solo creators and enterprise teams alike[1][5]." } ], "content_sha256": "58d27fa428745ea4a7be0da0add60c60c2ac07b744bf041072468e40c9531692" }