Softwr

Customer Support · head to head

Assembled vs Groove

Assembled logo

Assembled

Customer Support

Workforce management and AI agents for support teams that run on Zendesk, Salesforce or Intercom

From
$25/month
Rated
-
Full reviewWebsite
Groove logo

Groove

Customer Support

Simple, powerful support for growing businesses

From
$12/month
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Assembled the published per-agent rate is not the whole bill, because a separate platform fee sits on top and is not published, so the headline 25 USD figure understates the real cost and you still need a quote to know the total.; Groove billed per ticket at $1 rather than per agent, so support cost scales with how many customers get in touch
  • They diverge on capability: Assembled covers Volume forecasting, Groove covers Shared inbox.
  • Prices and features above were last checked on 31 August 2026.

Where they differ

Only the attributes on which Assembled and Groove actually diverge.

Attributes where Assembled and Groove differ
AttributeAssembledGroove
Starting price$25/month$12/month
Pricing modelPer user per monthsubscription
PlatformsWeb, APIWeb, Ios, Android
FoundedUnknown2011

Identical on both: free tier (No), user rating (Not yet rated), category (Customer Support).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Assembled

  • Volume forecasting
  • Schedule generation
  • Real-time adherence
  • Agent self-service
  • Intraday reporting
  • AI Copilot
  • AI Agents
  • BPO management

Only in Groove

  • Shared inbox
  • Knowledge base
  • Live chat
  • Automation rules
  • Reporting
  • Collision detection
  • Slack
  • Salesforce

What people use each for

The jobs each tool is most often brought in to do.

Assembled

  • A 200-agent software support team that has outgrown spreadsheet rostering and wants forecast-driven schedules tied to Zendesk ticket historynot Groove
  • A support operations lead who needs to model in-house agents and two BPO vendors in a single capacity plan before the next peak seasonnot Groove
  • A subscription business that wants to measure whether an AI deflection layer actually reduces required headcount, using the same forecasting tool that sizes the human teamnot Groove
  • A finance team that needs a defensible per-agent cost line for support tooling before a board budget review, without a three-week vendor quoting cyclenot Groove

Groove

  • Shared inbox and help desk ticketing for small support teamsnot Assembled
  • Handling email, chat and messaging support in one queuenot Assembled

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Assembled

  • The published per-agent rate is not the whole bill, because a separate platform fee sits on top and is not published, so the headline 25 USD figure understates the real cost and you still need a quote to know the total.
  • Pricing AI Agents per resolved conversation while pricing workforce management per seat means the two products pull in opposite directions financially: successful deflection shrinks the seat count you are billed for and grows the consumption charge, making year-two budgeting unpredictable.
  • Long-range capacity planning and what-if scenario modelling are thinner than in NICE or Verint, so organisations doing annual headcount planning across multiple sites often end up exporting to a spreadsheet anyway.
  • There is no quality management or agent evaluation module, so a support organisation that wants WFM and QA from one vendor has to buy a second tool and reconcile two sets of agent records.
  • The product assumes a modern ticketing system as the source of truth; teams running a legacy ACD or a homegrown queue face custom integration work that the standard connectors do not cover, and forecast accuracy suffers until that data is clean.
  • There is no native mobile application, so agents check schedules, request time off and swap shifts through a mobile browser, which is a persistent friction point for hourly and contact centre workforces who do not sit at a desk.

Groove

  • Billed per ticket at $1 rather than per agent, so support cost scales with how many customers get in touch
  • A minimum of 250 tickets a month applies, which is a $3,000 annual commitment before any usage
  • A quiet month still pays the 250 ticket floor
  • No mailbox limit is published

Pricing, plan by plan

Assembled

$25/month
  • Core$25/month
    • Forecasting
    • Scheduling
    • Real-time adherence
  • Pro$45/month
    • Everything in Core
    • Advanced forecasting models
    • BPO and vendor management
  • Enterprise$75/month
    • Everything in Pro
    • SSO and SCIM
    • Advanced security review
  • AI Copilot$35/month
    • Reply drafting
    • Knowledge retrieval
    • Agent workspace embed

Groove

$12/month
  • Standard$12/month
    • 1 mailbox
    • Knowledge base
    • Live chat
  • Plus$20/month
    • 5 mailboxes
    • Full reporting
    • Rules
  • Pro$35/month
    • 25 mailboxes
    • Salesforce
    • Enterprise SSO

Which should you pick?

Choose Assembled if

  • You need volume forecasting.
  • You work on Web, API.
  • You also want schedule generation.
Assembled review

Choose Groove if

  • You need shared inbox.
  • You work on Web, Ios, Android.
  • You also want knowledge base.
Groove review

Questions people ask

Is Assembled or Groove better?
Neither clearly leads. Assembled starts at $25/month and Groove at $12/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Assembled or Groove?
Assembled starts at $25/month and Groove at $12/month.
Does Assembled or Groove run on more platforms?
Assembled runs on Web, API. Groove runs on Web, Ios, Android.
What is Assembled best used for?
Assembled is most often used for a 200-agent software support team that has outgrown spreadsheet rostering and wants forecast-driven schedules tied to zendesk ticket history, a support operations lead who needs to model in-house agents and two bpo vendors in a single capacity plan before the next peak season, a subscription business that wants to measure whether an ai deflection layer actually reduces required headcount, using the same forecasting tool that sizes the human team, a finance team that needs a defensible per-agent cost line for support tooling before a board budget review, without a three-week vendor quoting cycle. Of those, a 200-agent software support team that has outgrown spreadsheet rostering and wants forecast-driven schedules tied to zendesk ticket history and a support operations lead who needs to model in-house agents and two bpo vendors in a single capacity plan before the next peak season are not what Groove is typically brought in for.
What can Assembled do that Groove cannot?
Assembled covers Volume forecasting, Schedule generation, Real-time adherence, Agent self-service. Groove covers Shared inbox, Knowledge base, Live chat, Automation rules.

Answered from the vendors’ own pages

Assembled: Does Assembled publish its real total cost?

It publishes per-agent tier rates of 25, 45 and 75 USD per month but adds an unpublished platform fee, so budget for the seat rate plus a fixed annual platform charge that you must ask for.

Groove: How is Helply priced?

Helply uses per-ticket pricing at 1 dollar per ticket. This single price covers all features including resolutions, drafts, churn alerts, upsell flags, feature requests, and documentation.

Source
Assembled: Can I buy the AI agents without buying workforce management?

Yes. Assembled sells WFM, AI Copilot and AI Agents as separately purchasable products, and AI Agents are billed at 0.65 USD per resolved conversation rather than per seat.

Groove: Do I need to pay per team member for Helply?

No, Helply charges per ticket, not per seat. You can bring your entire team, AEs, PMs, and integrations without additional per-person charges.

Source
Assembled: Is it suitable for a voice-first call centre?

Less so. The forecasting and scheduling are built around omnichannel ticketing volume, and voice-heavy operations running a legacy ACD will find the integration and intraday voice controls weaker than a traditional WFM suite.

Groove: What's included in Helply's per-ticket price?

The per-ticket price of 1 dollar includes resolutions, drafts, churn alerts, upsell flags, feature requests, documentation, and all AI capabilities with no separate add-on charges.

Source
Assembled: How long does implementation take?

Assembled states typically one month or less, which is realistic when your helpdesk is Zendesk or Salesforce and historical data is clean.

Groove: Is there a free trial for Helply?

Helply offers a free 12-minute demo walkthrough. Enterprise plans are also available for larger organizations.

Source
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