Softwr

Customer Support · head to head

Assembled vs Lineup.ai

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
Lineup.ai logo

Lineup.ai

Restaurants

AI-powered restaurant forecasting

From
$79/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.; Lineup.ai pricing is per location per month, costs increase with each additional location
  • They diverge on capability: Assembled covers Volume forecasting, Lineup.ai covers AI sales forecasting.
  • Prices and features above were last checked on 31 August 2026.

Where they differ

Only the attributes on which Assembled and Lineup.ai actually diverge.

Attributes where Assembled and Lineup.ai differ
AttributeAssembledLineup.ai
Starting price$25/month$79/month
Pricing modelPer user per monthsubscription
PlatformsWeb, APIWeb
CategoryCustomer SupportRestaurants
FoundedUnknown2019

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

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 Lineup.ai

  • AI sales forecasting
  • Labor optimization
  • Schedule suggestions
  • Weather integration
  • Event tracking
  • Reporting
  • Toast
  • 7shifts

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 Lineup.ai
  • 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 Lineup.ai
  • 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 Lineup.ai
  • 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 Lineup.ai

Lineup.ai

  • Forecasting restaurant sales and building labor schedulesnot 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.

Lineup.ai

  • Pricing is per location per month, costs increase with each additional location
  • No free tier available; only 30-day risk-free trial with refund guarantee

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

Lineup.ai

$79/month
  • Forecasts Only$79/month
    • Unlimited users and employees
    • Automated AI-generated forecasts
    • Custom Labor Allowance Budget
  • Forecasts + Scheduling$149/month
    • All Forecasts Only features
    • Schedule builder
    • Automated scheduling

Which should you pick?

Choose Assembled if

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

Choose Lineup.ai if

  • You need ai sales forecasting.
  • You also want labor optimization.
Lineup.ai review

Questions people ask

Is Assembled or Lineup.ai better?
Neither clearly leads. Assembled starts at $25/month and Lineup.ai at $79/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Assembled or Lineup.ai?
Assembled starts at $25/month and Lineup.ai at $79/month.
Does Assembled or Lineup.ai run on more platforms?
Assembled runs on Web, API. Lineup.ai runs on Web.
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 Lineup.ai is typically brought in for.
What can Assembled do that Lineup.ai cannot?
Assembled covers Volume forecasting, Schedule generation, Real-time adherence, Agent self-service. Lineup.ai covers AI sales forecasting, Labor optimization, Schedule suggestions, Weather integration.

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.

Lineup.ai: How much does Lineup.ai cost per location?

Forecasts Only plan is $79 per location per month. Forecasts + Scheduling plan is $149 per location per month. Both offer 10% discount with annual commitment.

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.

Lineup.ai: Does Lineup.ai offer a free trial?

Yes, Lineup.ai offers a risk-free 30-day trial with a refund guarantee if forecasts do not meet expectations. No credit card required.

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.

Lineup.ai: Can I add more locations later?

Yes, customers can start with as many locations as needed and add more locations at any time at the monthly rate.

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.

Lineup.ai: What integrations does Lineup.ai support?

Lineup.ai integrates with Toast, Brink POS, Square, Clover, Snowflake, and Omnivore.

Source
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