Rows Review 2026

Numerous.ai

ChatGPT inside your spreadsheet cells, running at bulk-row scale

Numerous.ai brings ChatGPT directly into Google Sheets and Excel cells through a simple =AI() function — type a prompt once, and it executes across hundreds or thousands of rows automatically, turning repetitive tasks like classification, tagging, data enrichment or short content generation into a scalable operation rather than a manual, cell-by-cell chore. Think of it as ChatGPT applied at the row level: the same underlying model, restructured specifically for bulk execution inside a spreadsheet you already work in daily. Its scope is deliberately narrow, and understanding that boundary matters before you adopt it: Numerous.ai is a formula-based tool, not an agent — it works one cell at a time based on the prompt you define, and cannot read your full sheet, build pivot tables, generate charts, or perform genuine multi-step analysis the way a conversational AI assistant embedded in a BI tool can. There's no model selection and no conversational interface for complex workflows; it does one specific job (bulk cell-level AI operations) well, rather than trying to be a general spreadsheet co-pilot. Pricing is notably opaque before signup — several reviewers specifically note you won't see exact rates until you complete onboarding, with reported entry pricing around $8-10/month depending on the source, scaling by usage volume at higher tiers. It's best suited specifically to content marketers, researchers and ecommerce teams needing fast, cell-level AI tasks — categorizing a product list, cleaning up messy text fields, generating short tags — at genuine scale; for full-sheet analysis, chart generation or multi-step reasoning across your data, a tool like Power BI Copilot or a general AI assistant with file upload is the better fit.

Power BI Copilot

AI-generated DAX and visuals — but enabling it costs $5,258/month minimum

Power BI Copilot generates DAX formulas, builds visuals, summarizes data and writes natural-language narratives from your Power BI reports, using Azure OpenAI Service to translate plain-English prompts into actual Power BI actions — available in both Power BI Desktop and the Power BI Service. For an organization already invested in Power BI as its business intelligence layer, having an AI assistant that can write the DAX measure you're struggling to phrase correctly, rather than searching Stack Overflow for the syntax, is a genuinely significant productivity unlock for analysts who aren't DAX specialists. Here's the detail that catches a lot of people off guard, and it's worth understanding clearly before assuming Copilot is a simple per-user add-on the way Microsoft 365 Copilot is: enabling Power BI Copilot requires either Fabric capacity at the F64 tier or higher — which runs $5,258.88 per month — or Premium Per User (PPU) licensing at $20/user/month with a Fabric trial enabled and a Fabric administrator required to toggle on the Copilot tenant setting. There is no lower-cost, small-team entry point; this is fundamentally an enterprise-infrastructure decision, not a simple checkbox upgrade to an existing individual Power BI license. Once enabled through either path, Copilot itself carries no additional per-query charge — the cost is entirely in unlocking access via Fabric capacity or PPU licensing, not in metered usage afterward. That structure makes the real total cost heavily dependent on organization size: for a large enterprise already running substantial Fabric capacity for other workloads, the F64 tier may already be justified regardless of Copilot; for a smaller team evaluating Power BI Copilot specifically, PPU at $20/user/month is the more realistic entry point, and it's worth modeling total licensing cost carefully before assuming this is a lightweight add-on to an existing Power BI Pro subscription.

n8n

Trending

Open-source workflow automation — free to self-host, unlimited executions

n8n's core differentiator is genuine, no-catch open-source self-hosting: download the Community Edition, run it on your own server (even a $6/month VPS), and get unlimited workflow executions with zero licensing cost, full data sovereignty, and no vendor billing meter at all. For technical teams — developers, IT departments, data teams — that combination of code-level flexibility (JavaScript and Python support inside workflows) and cost control is unmatched by Zapier or Make, both fully proprietary SaaS platforms. For teams that don't want to manage their own infrastructure, n8n Cloud handles hosting for you: Starter runs about €24/month (roughly $23-28 depending on exchange rate) for 2,500 executions, Pro around €60/month (~$58-70) for 10,000 executions, with all Cloud plans since 2026 including unlimited workflows and unlimited users — only execution volume changes between tiers. Its AI Agent nodes are also more powerful for developers specifically: supporting memory, tool use and decision loops in a way Zapier's simpler AI steps don't match, though that power comes with more setup complexity than Zapier's guided interface. The billing-unit distinction matters when comparing platforms: n8n counts entire workflow runs (executions) rather than individual actions, so a 10-step workflow running 1,000 times equals 1,000 n8n executions but 10,000 Zapier tasks — n8n almost always wins on per-unit cost for anything beyond the simplest workflows. For regulated industries, government or any organization with strict data-residency requirements, self-hosted n8n is often the only viable automation option among the major platforms, since Make and Zapier require trusting third-party SaaS data handling.

Notion AI

No longer a $10 add-on — now bundled into Business plans and above

Notion AI brings writing assistance, summarization, Q&A and database automation directly into Notion's workspace, letting you draft content, translate text, or ask questions about your own notes and documents without leaving the app. A significant change worth understanding upfront: the old standalone AI add-on, once available for roughly $8-10/month on top of any Notion plan, was discontinued around May 2025 — AI capability is now bundled directly into Notion's Business plan and above, rather than sold as a separate line item on any tier. Current Notion pricing runs Free (limited AI trial), Plus at $10/user/month (no AI included), Business at $20/user/month (AI included, unlimited), and Enterprise at custom pricing — meaning teams that specifically want Notion AI now need to be on Business or higher, a real cost jump for smaller teams who previously could add AI cheaply to a Plus plan. This bundling also reflects Notion's broader strategy of embedding AI throughout the product (Q&A search, meeting notes, autofill in databases) rather than treating it as a standalone feature. For teams already on or planning to move to Business tier for its other collaboration features, AI now comes at no additional cost, which is a genuine improvement over the old add-on pricing. For smaller teams or individuals who just want lightweight AI writing assistance without Notion's full collaborative workspace features, the jump to Business specifically for AI access may not be the most cost-effective path — a dedicated writing tool could serve that narrower need for less.

Gamma

Trending

70 million users and $100M ARR — the AI presentation category leader

Gamma has become the clear category leader in AI presentation generation, reaching 70 million users and $100 million in annual recurring revenue by January 2026 with a lean team of roughly 50 employees — a genuinely remarkable growth trajectory funded by just $19-20M in total Series A funding from Accel and Script Capital. It turns a text prompt into a polished, web-first presentation faster than any competitor tested in independent comparisons, with real-time collaboration and visually striking default output that reviewers consistently rate as the most impressive at first glance. A major March 2026 update — described by the company as its biggest launch ever — added Gamma Imagine (standalone graphic, logo and infographic generation from text prompts), Connectors (creating presentations directly inside Claude, ChatGPT, Make, Zapier and Atlassian without switching tabs), Smart Charts (interactive, auto-styled data visualizations), AI-native templates for remixing an existing deck for a new audience in one prompt, and a beta AI Agent that applies natural-language editing instructions like "make this shorter" or "remove all orange" across an entire deck in one action. Pricing starts free (with a genuinely useful tier, though credit-limited) and Plus runs $10/month (individual) or $8/seat/month with 1,000 monthly credits on Team plans — credits are consumed per card and image generated, so usage scales with how AI-heavy your deck-building actually is. Its clearest weakness relative to competitors is PowerPoint export fidelity, where Beautiful.ai and some newer challengers score higher; for startup pitches, web-first storytelling, and teams that live in Gamma's own format rather than needing pixel-perfect PowerPoint compatibility, it remains the category's clear leader in early-to-mid 2026.

Fireflies.ai

Featured

AI notetaker that records, transcribes and analyses meetings

Fireflies.ai joins your Zoom, Google Meet, Teams or Webex calls, records and transcribes them, then produces structured notes, action items and summaries pushed straight into your CRM, Slack or project tool. What sets it apart is the searchable knowledge layer built on top: AskFred answers questions across every meeting your team has ever had, and Conversation Intelligence tracks talk time, sentiment, monologue length and topic trackers — useful for sales coaching and customer research. Fireflies supports 60+ languages, offers a genuinely usable free plan, and integrates with over 50 tools, which makes it one of the easiest AI notetakers to roll out across a whole company.

Otter.ai

Live meeting transcription with searchable cross-meeting AI Chat

Otter.ai remains the category's strongest pick specifically for searchable transcription archives — its AI Chat feature, available even on the free tier, lets you query insights across your entire meeting history rather than just the most recent call, which is a genuine differentiator from summary-first competitors like Fathom or Granola. Live, real-time transcription during the call itself (not just a post-meeting summary) is another core strength, useful for anyone who wants to follow along or search a conversation as it happens. The free Basic plan includes 300 transcription minutes a month, a hard 30-minute cap per individual conversation, and only 3 lifetime file imports — workable for occasional use but genuinely limiting for anyone in back-to-back meetings, where you'll exhaust the monthly allowance and hit the per-conversation cutoff early. Otter Pro removes the per-conversation cap and raises the monthly allowance to 1,200 minutes at $8.33/user/month billed annually ($16.99 monthly), while Business scales to unlimited meeting transcription and 6,000 imported-file minutes per user at $19.99/user/month annually ($30 monthly, five-seat minimum). On enterprise governance, Otter is genuinely ahead of most competitors: HIPAA compliance, SSO, SCIM provisioning, audit logs and an MCP server are all available on the custom-priced Enterprise tier, alongside a 2025-launched Meeting Agent for real-time voice-based coaching during sales calls. If your priority is clean AI summaries and action items rather than a searchable, queryable transcript archive, a summary-first tool like Fathom or Granola will likely serve you better for less money.

ClickUp AI (Brain)

The cheapest entry point in project management — Brain MAX is a separate add-on

ClickUp positions itself as the budget-friendly, all-in-one alternative to Asana and monday, and its free tier is genuinely permanent and unlimited-user (60MB storage cap aside) — a real structural advantage for solo users and very small teams testing the platform without any seat-count pressure pushing an early upgrade. Paid tiers start at Unlimited for $7/user/month, meaningfully undercutting both Asana's and monday's entry pricing for comparable core project-tracking functionality. ClickUp Brain, its core AI layer, relaunched as "Brain 2" in June 2026 with an expanded Super Agents feature for more autonomous task handling across a workspace. Here's the detail worth understanding before assuming ClickUp AI is included at the base price: Brain MAX, the deeper AI tier unlocking the full agentic capability, is billed as a separate add-on at $9/user/month on top of whichever base ClickUp plan you're already on — a smaller version of the same "advertised base price, real AI cost is extra" pattern we've documented across several tools in this category (Tidio's Lyro, Power BI's Fabric requirement). For teams that just need solid, cheap task and project tracking without deep AI dependency, ClickUp's base pricing ($7-12/user/month across Unlimited and Business tiers) remains the most accessible entry point in the mainstream project-management category. For teams specifically drawn to ClickUp because of its AI capabilities, budget for Brain MAX's additional $9/user/month from the start rather than assuming the advertised base price includes full AI access — the real total for AI-enabled seats runs $16-21/user/month depending on your base tier, still competitive against Asana and monday but no longer the cheapest option once AI is factored in.

Beautiful.ai

Smart Templates enforce professional design consistency automatically

Beautiful.ai's defining feature is its Smart Templates system: rather than letting elements drift out of alignment as you edit (the way manual slide tools do), its templates automatically adjust layout, spacing and sizing to maintain professional design consistency no matter how you edit content — independent comparisons consistently cite it as producing the most design-consistent decks and cleanest PowerPoint export in the category, making it the pick reviewers most often recommend for corporate and enterprise use specifically. Unlike Gamma or SlideGMM's genuinely usable free tiers, Beautiful.ai's free access is structured as a 14-day trial rather than a permanent limited plan — after that window, full features lock behind a paid subscription, a meaningfully different commitment model worth understanding before you start building a deck you plan to keep using long-term. Pro runs $12/month, positioned competitively against Gamma's $10 entry point but with the trade-off of no lasting free tier. Where it separates further from budget competitors is Team collaboration: real-time co-editing, status tracking, approval workflows and slide-level permissions are exclusively available on the Team plan at $40/user/month — described in independent testing as more sophisticated than Decktopus's basic sharing-only collaboration, though notably pricier than Gamma's team pricing. For corporate environments where design consistency, PowerPoint compatibility and structured team approval workflows matter more than the fastest possible prompt-to-deck speed, Beautiful.ai's enforced-consistency approach is the category's strongest option; for startups prioritizing visual impressiveness and speed over strict template discipline, Gamma remains the faster, cheaper entry point.

Granola

Trending

Bot-free AI meeting notes that enhance what you already type

Granola's core idea is unusual in a category full of bots that join your call: instead of dropping a visible participant into the meeting, it captures your computer's system audio directly and enhances the rough notes you're already typing, rather than replacing your input with a generic auto-transcript. Nobody on the call sees a notetaker join, and the output reads like structured notes you had it together enough to write yourself — a genuinely different design philosophy from Otter or Fireflies. 2026 has been a period of rapid expansion for the company: a $125M Series C in March 2026 at a $1.5B valuation, a restructured and simplified three-tier pricing model, the launch of Spaces (team workspaces with granular access controls), a personal and enterprise API, an MCP server (February 2026) for piping meeting context into Claude, ChatGPT and other AI tools, and an iOS app that also transcribes phone calls. Enterprise customers now include Vanta, Gusto, Asana, Cursor and Mistral AI — the company has explicitly repositioned from "AI notepad" toward "enterprise AI context layer." Pricing is genuinely competitive: Basic is free with unlimited meetings but only 25 notes of lifetime history, Business is $14/user/month (undercutting Fathom's $20 and tl;dv's $18) for unlimited history and integrations with Notion, HubSpot, Slack and Zapier, and Enterprise is $35/user/month adding SSO and team-wide AI-training opt-out. One trade-off worth knowing: Granola has no video or audio recording, so if the transcript makes an error, there's no recording to check against — a meaningful limitation compared to bot-based competitors that retain a full recording.

Gamma

Trending

70 million users and $100M ARR — the AI presentation category leader

Gamma has become the clear category leader in AI presentation generation, reaching 70 million users and $100 million in annual recurring revenue by January 2026 with a lean team of roughly 50 employees — a genuinely remarkable growth trajectory funded by just $19-20M in total Series A funding from Accel and Script Capital. It turns a text prompt into a polished, web-first presentation faster than any competitor tested in independent comparisons, with real-time collaboration and visually striking default output that reviewers consistently rate as the most impressive at first glance. A major March 2026 update — described by the company as its biggest launch ever — added Gamma Imagine (standalone graphic, logo and infographic generation from text prompts), Connectors (creating presentations directly inside Claude, ChatGPT, Make, Zapier and Atlassian without switching tabs), Smart Charts (interactive, auto-styled data visualizations), AI-native templates for remixing an existing deck for a new audience in one prompt, and a beta AI Agent that applies natural-language editing instructions like "make this shorter" or "remove all orange" across an entire deck in one action. Pricing starts free (with a genuinely useful tier, though credit-limited) and Plus runs $10/month (individual) or $8/seat/month with 1,000 monthly credits on Team plans — credits are consumed per card and image generated, so usage scales with how AI-heavy your deck-building actually is. Its clearest weakness relative to competitors is PowerPoint export fidelity, where Beautiful.ai and some newer challengers score higher; for startup pitches, web-first storytelling, and teams that live in Gamma's own format rather than needing pixel-perfect PowerPoint compatibility, it remains the category's clear leader in early-to-mid 2026.