Macha

Macha AI vs Stylo Assist: Which AI Tool for Zendesk Should You Pick? (2026)

Abbas, Customer Support & AI, Macha

Written by

Ankeet Guha, Co-founder & CTO, Macha

Reviewed by

Published June 22, 2026

Updated September 24, 2026

Stylo Assist is a per-seat copilot that helps human Zendesk agents reply faster, while Macha is an AI agent layer that resolves tickets and takes actions across your tools. The right pick depends on whether you want faster agents or fewer tickets reaching them.

Key takeaways

  • Stylo Assist is a Zendesk copilot priced at $15 to $25 per agent a month, while Macha is an AI agent layer billed per ticket from $299 a month for 750 tickets.
  • Stylo's Growth and Professional plans need at least 3 agents, and Stylo now offers a 14-day free trial of Assist instead of a free plan.
  • Stylo Scores tags every ticket with frustration, urgency and delight signals that update as the conversation evolves, a feature Macha does not package the same way.
  • Macha resolves tickets autonomously and acts in connected tools such as Stripe and Shopify, and the Macha team handles setup and monitoring as part of the plan.
  • Stylo Assist is built for Zendesk only, while Macha runs on Zendesk, Freshdesk, Gorgias, Front, HubSpot and Intercom.
Macha AI vs Stylo Assist: Which AI Tool for Zendesk Should You Pick? (2026)

Stylo Assist is a per-seat AI copilot for Zendesk ($15 to $25 per agent a month) that drafts replies a human sends, while Macha is an AI agent layer billed per ticket (from $299 a month for 750 tickets) that resolves tickets and takes actions itself. Pick Stylo if you want your existing agents faster; pick Macha if you want tickets off the queue. Macha is our product, so we flag below where Stylo is the better buy.

Stylo AssistMacha
What it isCopilot for human agentsAgent layer that resolves and acts
Price$15, $20 or $25 per agent a month ($12.75, $17, $21.25 yearly)$299 a month for 750 tickets, about $0.40 a ticket
Help desksZendeskZendesk, Freshdesk, Gorgias, Front, HubSpot, Intercom
Trial14 days, no credit card$50 of free usage, no credit card
Best forFaster human replies, translation, sentimentAutonomous resolution and cross-tool actions

How did we compare them?

Macha's Agents workspace — build AI agents with their own instructions, tools, triggers, and model, on top of your help desk.
Macha's Agents workspace — build AI agents with their own instructions, tools, triggers, and model, on top of your help desk.

We use Macha first-hand (it's ours), so the way we describe its surfaces is from real use, not a marketing page. For Stylo we relied on three things: (1) its public product and pricing pages, re-checked on 24 September 2026; (2) real-user evidence from its G2 page and Zendesk Marketplace listing; and (3) its publicly described feature set. Pricing in this category moves constantly, so treat every number here as a starting point to confirm in your own account. Where we couldn't verify something cleanly, we say so.

What are Stylo Assist and Macha?

Stylo Assist: an AI copilot inside the Zendesk agent sidebar. Stylo drops into your agents' Zendesk tab and, with essentially zero setup, starts helping on every ticket. It reads your Zendesk Guide knowledge base, previously solved tickets, and macros, then auto-generates suggested replies, lets agents "expand my text" from a few words into a full response, produces automatic ticket summaries, and does full translation in and out of any language. Its standout extra is Stylo Scores, a sentiment feature that tags every ticket with frustration, urgency, and delight signals that update as the conversation changes. The whole pitch is agent productivity: a human stays in the loop and hits send. Stylo calls itself purpose-built for Zendesk, and it also offers a Shopify integration that ecommerce teams like. Worth noting for fairness: Stylo Assist is one piece of a broader Stylo product suite. Alongside it sit Stylo Voice (call translation, scoring and summaries for phone support), Scribe (drafts and improves knowledge-base articles), Scorecard (knowledge-base quality reports) and the Stylo Scores sentiment layer. This post is scoped to Stylo Assist specifically, but Stylo as a company ships more than a single copilot, and a team could adopt several of its apps together.

Macha: an AI agent layer for your help desk. Macha connects to your help desk via API and runs configurable agents that read and write across your stack: triaging, tagging, routing, drafting, and autonomously resolving tickets, plus escalating to a human when it should. It doesn't stop at suggesting text: it can take actions across connected tools (Stripe, Shopify, Slack, Notion, and more) to actually complete a request. It runs on triggers (ticket created, scheduled, webhook), inside Slack, and as an embeddable website chatbot. It is not a help desk and doesn't replace one. Macha's help-desk connectors are Zendesk, Freshdesk, Gorgias, Front, HubSpot or Intercom.

Macha AI agent connected to a help desk
Macha AI agent connected to Zendesk and Freshdesk

Which team does each one fit?

This is the heart of the decision, so here it is plainly.

Stylo fits the "keep humans in the loop, just make them faster" team. If your agents are good and you mostly want to cut handle time (faster drafting, instant summaries, translation for a multilingual queue, and an at-a-glance read on who's about to churn), Stylo is purpose-built for exactly that, and it's hard to fault. Stylo Assist copilots the agent cleanly with no configuration overhead, and if your needs grow, the wider Stylo suite (Voice AI, Scribe, sentiment) is there to add on.

Macha fits the "take the repetitive tickets off the queue entirely" team. If your goal is for the AI to handle a class of tickets end to end (look up the order, check the policy, issue the refund in Stripe, reply, and close) rather than hand a draft to a human, Macha is built for that depth. The trade-off is more configuration (agents, connected tools, triggers) because it's doing more than copiloting; on Macha's plan the Macha team builds, tests and monitors those agents for you.

The honest framing: Stylo is the better choice if you want a best-in-class copilot (with room to grow into its wider app suite). Macha is the better choice if you want automation that acts. Many teams genuinely only need the former, and if that's you, Stylo's focus and simplicity are a feature, not a limitation.

What can each one do?

CapabilityMachaStylo Assist
Suggested / drafted repliesYesYes (core strength)
Ticket summariesYesYes
Translation (in/out)YesYes (core strength)
Customer sentiment scoringLimitedYes: Stylo Scores (frustration, urgency, delight)
Autonomous resolution (no human send)YesNot the focus
Actions across other tools (Stripe, Shopify, Slack, Notion)YesLimited (Shopify integration)
Trigger-based / scheduled autonomous runsYesNo
Website chatbot + Slack agentYesNo (lives in Zendesk)
Help-desk coverageZendesk, Freshdesk, Gorgias, Front, HubSpot, IntercomZendesk (Shopify integration)
Setup effortMore configuration, done by the Macha teamLowest (zero setup)

Read that table fairly. On the copilot fundamentals (suggested replies, summaries, translation) these tools are close, and Stylo's sentiment scoring is a genuinely distinctive feature Macha doesn't match in the same packaged way. Where Macha pulls ahead is acting: resolving autonomously, taking actions in connected tools, running on triggers, and reaching beyond the Zendesk sidebar into Slack and a website chatbot, and supporting help desks beyond Zendesk.

How much do Stylo Assist and Macha cost?

The billing models are different in kind, and that difference matters more than the headline numbers.

Stylo: per agent, per month. Stylo uses the classic, predictable per-seat model. On 24 September 2026 its pricing page lists Basic at $15/agent/month ($12.75 billed yearly, one Stylo app), Growth at $20/agent/month ($17 yearly; its "best seller," adding a second Stylo app, Thank You Solve, spam detection, prebuilt integrations and quarterly model tuning), Professional at $25/agent/month ($21.25 yearly; full app suite, dedicated customer success and a dedicated ML engineer) and a custom-priced Enterprise tier. Growth and Professional need at least 3 agents and include monthly allowances of response credits, call summaries and translation characters; beyond those, usage is billed as an add-on. There's no free plan listed any more: Stylo offers a 14-day free trial of Assist, no credit card required. For a stable team this is easy to forecast: you multiply seats by a rate and you're done. That predictability is a real strength, and a clear point for Stylo. (Plan packaging and prices change often; confirm at askstylo.com/pricing.)

Macha: per ticket. Macha bills per ticket: one thread between the agent and one person, charged once however many summaries, tags, routes, drafts and tool calls it takes along the way. The model an agent runs on doesn't change it. Pricing starts at $299 a month for 750 tickets, about $0.40 a ticket, and rises by volume to $3,999 for 10,000; setup and monitoring by the Macha team are included. See the Macha on Zendesk page and start with the free trial ($50 of usage, no credit card required).

The fair conclusion: per-seat (Stylo) is predictable when your value is "make my fixed team faster." Per-ticket (Macha) maps to the volume coming off your queue, which fits teams automating multi-step handling where the AI is doing the work rather than copiloting a human. If you just want every agent to have a copilot, Stylo's seat math is cleaner. If you want the AI to carry volume off the queue, paying per conversation it handles tracks reality better than paying per head.

Which has the stronger review record?

Here Stylo has a real edge worth conceding. Stylo's own site points buyers to its reviews on the Zendesk Marketplace, and its G2 seller page lists 13 reviews, a small sample to read as encouraging rather than statistically heavy. We couldn't load the live marketplace or G2 scores on 24 September (both block automated checks), so we've dropped the review counts and rating we quoted in June. Reviewers praise it as a strong AI tool inside Zendesk, call out the Shopify data integration cutting ticket volume, and like how quickly it pays off. That's a longer, more established track record than Macha's.

A couple of attributed reviews give the flavor. A verified Small-Business reviewer (Market Research) on G2 singles out the translation: "The best feature of Stylo is that it can translate the messages to any language and makes communication easy and smooth." And an ecommerce support reviewer on G2 describes the order-handling payoff: "It recognizes when someone is asking about an order and automatically generates an answer on the ticket, typically reducing 45 minutes of queue clearing to just a small handful." (Both via Stylo's G2 reviews; again, a small sample.)

Macha has a Zendesk Marketplace app too, but it has a smaller, newer public review footprint than Stylo and no large standalone G2 sample. If "proven, with years of reviews" is your top filter, Stylo is further along that curve.

How do Macha and Stylo Assist compare side by side?

The Stylo Assist website.
The Stylo Assist website.
MachaStylo Assist
What it isAI agent layer that resolves + actsAI copilot for human agents
Primary jobTake tickets off the queueMake agents faster
Help-desk scopeZendesk, Freshdesk, Gorgias, Front, HubSpot, IntercomZendesk (+ Shopify integration)
Billing meterPer ticket (from $299/mo for 750, ~$0.40 each)Per agent/month ($15 to $25; 3-agent minimum on Growth and Professional)
Autonomous resolutionYesNot the focus
Cross-tool actionsYes (Stripe, Shopify, Slack, Notion)Limited
Sentiment scoringLimitedYes (Stylo Scores)
Beyond Zendesk sidebarSlack agent + website chatbot + triggersLives in Zendesk
SetupDone by the Macha teamZero setup
Track recordNewer, smaller public footprintLonger; Zendesk Marketplace reviews; 13 G2 reviews
Free trial$50 of free usage, no credit card required14-day free trial, no credit card

Stylo prices checked on askstylo.com/pricing on 24 September 2026. Packaging changes often, so confirm before you buy.

Which should you choose?

  • Choose Stylo Assist if: you want a clean, proven AI copilot that makes your existing Zendesk agents faster: strong suggested replies, summaries, in/out translation, and sentiment scoring, with zero setup and predictable per-seat pricing. Watch-outs: it's a copilot, not an autonomous resolver, it's built for Zendesk only, and it doesn't reach into Slack, a website chatbot, or multi-tool actions the way Macha does.
  • Choose Macha if: you run Zendesk, Freshdesk, Gorgias, Front, HubSpot or Intercom and want an AI layer that does more than suggest: autonomously resolving tickets, taking actions across connected tools, running on triggers, and working in Slack and a website chatbot, with per-ticket billing that maps to the volume you take off the queue. Watch-outs: it needs more configuration than Stylo's zero-config copilot (the Macha team does it), it doesn't package sentiment scoring the way Stylo does, and it has a smaller public review footprint.

Frequently asked questions

Is Macha a Stylo Assist alternative? For Zendesk teams, yes, but they're tuned for different jobs. Stylo is an AI copilot that helps human agents reply faster; Macha is an AI agent layer that can resolve tickets and take actions autonomously, and it also runs on help desks other than Zendesk. If you only want to speed up your agents, Stylo is the more focused fit; if you want the AI to handle tickets end to end, Macha goes deeper.

Which is cheaper, Macha or Stylo? They bill differently, so it depends on your shape. Stylo is per agent/month ($15 to $25), which is predictable for a fixed team. Macha bills per ticket (from $299/mo for 750, about $0.40 each), which maps to the volume you take off the queue rather than the size of your team. For "give every agent a copilot," Stylo's seat math is simpler; for "automate volume off the queue," per-ticket tracks the actual work. Model both against your real volume.

Does Stylo or Macha do customer sentiment? Stylo does this notably well: Stylo Scores tags every ticket with frustration, urgency, and delight signals that update as the conversation evolves. Macha is focused on resolving and acting rather than packaging a dedicated sentiment score, so if sentiment scoring is a priority, that's a point for Stylo.

What's the best AI assist for Zendesk? Both work natively in Zendesk. For a proven, zero-setup copilot with sentiment scoring, Stylo; for autonomous resolution and cross-tool actions (and help desks beyond Zendesk), Macha. Trial the one that matches your priority on your own tickets.

Has Stylo been around longer than Macha? Yes. Stylo has a longer public track record on the Zendesk Marketplace and G2 (13 reviews there) than Macha's newer, smaller footprint.

Does Stylo Assist have a free plan? Not on its current pricing page. Stylo offers a 14-day free trial of Assist with no credit card; Macha's trial is $50 of free usage, also with no credit card.

So which is better, Macha or Stylo Assist?

Macha vs Stylo Assist isn't really "which is better." It's "do you want a copilot or an agent that acts?" Stylo is the polished, proven copilot: it makes your human Zendesk agents faster with suggested replies, summaries, translation, and sentiment scoring, at predictable per-seat pricing and zero setup, and its reviews back that up. Macha is the agent layer for Zendesk, Freshdesk, Gorgias, Front, HubSpot or Intercom that goes further: resolving tickets autonomously and taking actions across your tools, billed per ticket. We've tried to be straight about where Stylo wins: it's simpler, more established, cheaper to forecast, and has the sentiment feature Macha doesn't package. Decide whether your bottleneck is agent speed or queue volume, and the right tool follows.

If you want the deep-automation route, the Macha on Zendesk page shows how the agent layer works, and you can start a free Macha trial ($50 of usage, no credit card required). Connect it, point it at your knowledge, and watch it triage, resolve, and act on real tickets before you commit. Your help desk stays exactly where it is. For more head-to-heads, see the Macha blog.

Pricing, billing models, and feature packaging for Macha and Stylo change frequently. Stylo figures checked on 24 September 2026 against askstylo.com/pricing and G2; confirm specifics before relying on them. Macha integrates with Zendesk, Freshdesk, Gorgias, Front, HubSpot or Intercom.

Macha

About Macha

Macha is an AI agent platform that works on top of the help desk you already use — Zendesk, Freshdesk, Gorgias, or Front — and connects to the rest of your stack, even your own internal systems. Its AI agents resolve tickets and automate entire workflows end to end, all set up in plain English, no code. Learn more about Macha →

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The application seems excellent to me! We are still testing, and we need support for some details and they were extremely efficient too!

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Macha has been a great addition to our support toolkit. It generates clear, well-organized responses that fit naturally into our workflow. One feature we particularly appreciate is its ability to automatically reply in the same language as the ticket.

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We've been using Macha for a little while now and it's been really great addition so far! It's powerful, convenient, and makes getting work done a lot easier for our agents.

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Support team is very helpful and responsive. Really enjoy how lightweight this is within Zendesk itself vs other more intrusive tools.

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So far it's pretty good! Our queries are a little nuanced, so we can't always use it, but it's got enough utility for us. It can even incorporate our bilingual country with greetings in a second language.

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Really enjoying using Macha, it has made a noticeable difference to our support team in a short amount of time. I really like the ticket summary feature, saves us a lot of time.

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Macha AI is a great addition to my workspace! It's powerful, convenient, and it really makes productivity so much easier for our agents!

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Very impressed! AI integration for Zendesk has certainly come a long way and Macha seems to set the standard for now. This will for sure save lot of time in our support team.

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Macha has been working great for us so far! The auto-responses are accurate and our resolution time has dropped significantly.

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Macha AI is a great addition. The knowledge base feature means our agents always have the right answers at their fingertips.

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We're enjoying this integration so far. It's made our support team more efficient and our customers get faster responses.

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