Softwr

Customer Support · head to head

Assembled vs Richpanel

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
Richpanel logo

Richpanel

Customer Support

AI-native helpdesk for e-commerce customer support

From
$99/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.; Richpanel primarily focused on e-commerce, not ideal for other industries
  • They diverge on capability: Assembled covers Volume forecasting, Richpanel covers AI-native agent.
  • Prices and features above were last checked on 31 August 2026.

Where they differ

Only the attributes on which Assembled and Richpanel actually diverge.

Attributes where Assembled and Richpanel differ
AttributeAssembledRichpanel
Starting price$25/month$99/month
Pricing modelPer user per monthPer-seat plus per-conversation for AI agents
PlatformsWeb, APIWeb, Mobile, API
FoundedUnknown2020

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 Richpanel

  • AI-native agent
  • Multi-channel inbox
  • E-commerce integrations
  • QA Agent
  • Social Media Agent
  • Self-Service Portal
  • AI Safety features
  • Copilot mode

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 Richpanel
  • 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 Richpanel
  • 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 Richpanel
  • 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 Richpanel

Richpanel

  • Automating e-commerce customer support with AInot Assembled
  • Resolving returns and exchanges automaticallynot Assembled
  • Responding to social media inquiries at scalenot Assembled
  • Providing full customer context across all support channelsnot Assembled
  • Reducing support costs while improving response timesnot 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.

Richpanel

  • Primarily focused on e-commerce, not ideal for other industries
  • AI conversation pricing ($0.20 per conversation) requires monitoring to control costs
  • Minimum $200 monthly charge for AI agents may not suit small businesses
  • Heavy emphasis on e-commerce integrations (Shopify, Recharge) limits flexibility
  • No published pricing for enterprise or custom plans

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

Richpanel

$99/month
  • Helpdesk Seat$99/month
    • Unified inbox across all channels
    • Round-robin assignment
    • CSAT reporting
  • AI Agent$0.2/conversation
    • End-to-end conversation resolution
    • Multi-channel automation
    • Customer context from Shopify, Recharge, Loop, Yotpo
  • Returns & Exchanges$99/month
    • Automated returns and exchange policies
    • Exchange incentives
    • Fraud prevention

Which should you pick?

Choose Assembled if

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

Choose Richpanel if

  • You need ai-native agent.
  • You work on Web, Mobile, API.
  • You also want multi-channel inbox.
Richpanel review

Questions people ask

Is Assembled or Richpanel better?
Neither clearly leads. Assembled starts at $25/month and Richpanel at $99/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Assembled or Richpanel?
Assembled starts at $25/month and Richpanel at $99/month.
Does Assembled or Richpanel run on more platforms?
Assembled runs on Web, API. Richpanel runs on Web, Mobile, API.
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 Richpanel is typically brought in for.
What can Assembled do that Richpanel cannot?
Assembled covers Volume forecasting, Schedule generation, Real-time adherence, Agent self-service. Richpanel covers AI-native agent, Multi-channel inbox, E-commerce integrations, QA Agent.

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.

Richpanel: What is the guarantee on AI automation?

Richpanel guarantees 50% automation within 30 days, or refunds every dollar back. The company also guarantees 30% lower bills compared to competitive AI and helpdesk stacks.

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.

Richpanel: How much does AI cost per conversation?

AI-handled conversations cost $0.20 each with a $200 minimum monthly charge. This covers all AI features including QA Agent, Social Media Agent, and Copilot functionality.

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.

Richpanel: Which e-commerce platforms does Richpanel integrate with?

Richpanel integrates with Shopify, Recharge, Loop, and Yotpo to provide full customer context during support interactions.

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.

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