---
title: "Groove Alternatives 2026: Pricing, Migration & Real Costs"
slug: groove-alternatives-2026-pricing-migration-real-costs
date: 2026-08-11
author: Nachi
categories: [Groove, Help Desk, Migration Guide]
excerpt: "Compare the top Groove alternatives for 2026 — Help Scout, Freshdesk, Zendesk, Intercom, and Front — with real pricing, migration paths, and TCO analysis."
tldr: "Help Scout is the easiest Groove replacement (Import2 connector, similar UX). Freshdesk wins on budget. Zendesk for scale, Intercom for AI. Budget 2x sticker price for real TCO on any platform."
canonical: https://clonepartner.com/blog/groove-alternatives-2026-pricing-migration-real-costs/
---
# Groove Alternatives 2026: Pricing, Migration & Real Costs
# Groove Alternatives 2026: Pricing, Migration & Real Costs
If you're evaluating **Groove alternatives in 2026**, here's the short version: **Help Scout** is the closest match to Groove's shared-inbox experience at $25/user/month. **Freshdesk** is the best budget option with a free tier covering up to 10 agents. **Zendesk** is the right pick for teams that need enterprise scale and a deep integration ecosystem. **Intercom** (now Fin) leads on AI with $0.99/resolution autonomous agents. And **Front** is the strongest choice for teams built around collaborative shared inboxes across email, chat, and SMS.
The reason you're here probably falls into one of three buckets: Groove's rebrand to Helply has made the product's future unclear, your team has outgrown Groove's limited integrations and reporting, or you need autonomous AI resolution — something Groove Classic doesn't offer.
This guide covers real pricing (not sticker prices), API and migration constraints, data-model differences, and total cost of ownership for each alternative.
## What's Happening to Groove in 2026
Before evaluating alternatives, understand the platform shift. Helply is the rebrand of Groove, the long-running customer support tool founded by Alex Turnbull. In 2026 the company relaunched as Helply, an AI-native customer support platform for B2B SaaS, and the original product now lives on as "Groove Classic" underneath the new master brand.
As of May 2026, Groove officially rebranded to Helply. A dedicated team keeps Groove running for 2,000 non-ICP customers it was built for, while the company's future is Helply.
What this means practically:
- Groove is mid-absorption into Helply. As of July 2026, Groove's whole website redirects straight to Helply's, and even Groove's help center now runs on Helply's own knowledge-base product.
- Helply now runs two ways: as its own free support platform with a shared inbox, omnichannel support, and a knowledge base, or as an AI agent that layers on top of a help desk you already run.
- As of July 2026, Helply charges a flat $1 per ticket on an annual contract, with a 250-ticket-per-month minimum and a $3,000 annual minimum.
- Groove's knowledge base was deprecated on February 1, 2026 in favor of InstantDocs, and migrated InstantDocs Legacy access is tied to an active Groove subscription. Confirm export and ownership before you cancel anything. ([groovehq.com](https://www.groovehq.com/blog/category/announcements))
> [!WARNING]
> **Groove Classic is in maintenance mode.** If you're on a Groove Classic plan today, expect limited feature development going forward. Plan your migration timeline around that reality rather than waiting for a forced migration.
## Why Teams Are Leaving Groove
The most common triggers observed across migration engagements:
- **Integration ceiling.** Groove doesn't offer phone or SMS support, and there are fewer than 20 integrations available. Compare that to Zendesk's 1,500+ app marketplace or Help Scout's 100+ native integrations.
- **Routing and SLA limits.** Groove lacks the condition-based routing engines found in enterprise platforms. Routing based on customer ARR, language detection, or custom API payload fields is not supported natively.
- **No autonomous AI.** Groove's AI is strictly assistive. It helps agents work faster, but it doesn't resolve tickets on its own. Every response still comes from a human agent. The customer-facing AI chatbot is now Helply, sold as a separate product.
- **Reporting gaps.** Customers note that its reporting features aren't as customizable as they need them to be. Extracting metrics like first response time sliced by custom tags or agent cohorts requires CSV exports and external tools rather than native dashboards.
- **Data export restrictions.** Data exports are only available on the Pro tier ($35/user/mo), meaning Standard and Plus users cannot bulk-export their own data.
- **Brand uncertainty.** Helply's pricing is outcome-based and not publicly listed. That change in identity and direction is why many buyers are re-evaluating their options right now.
- **Split API story.** Groove's current API is divided between a newer GraphQL API (v2) and a deprecated REST API (v1). The Inbox and Knowledge Base APIs are currently still being built on GraphQL. If needed, you can use the REST API for now. Migrations and ongoing syncs may require two API styles, two pagination patterns, and more test coverage than a simple admin export. ([developer.groovehq.com](https://developer.groovehq.com))
## Groove Classic Pricing: Your Baseline
Before comparing alternatives, establish what you're paying today.
Standard ($12/user/mo): 2 shared inboxes, email and live chat, 1 knowledge base, standard reporting, round-robin auto-assignment. Limited to 25 users. Plus ($20/user/mo): 5 shared inboxes, 10 free Lite Users, AI summarize/sentiment/tagging/writing assist, SLA management, premium integrations (HubSpot, Jira, Salesforce). Pro ($35/user/mo): 25 shared inboxes, 50 free Lite Users, data exports, enterprise security, skill-based auto-assignment, dedicated account manager.
All Groove plans require annual billing — there's no true month-to-month option at the advertised prices. AI Draft credits cost $0.25 each on top of the Plus and Pro subscription.
A 10-agent team on Plus pays roughly **$2,400/year**. That's your TCO benchmark.
> [!NOTE]
> **Naming confusion alert:** "Groove" refers to at least three unrelated products — GrooveHQ (the helpdesk covered here), Groove by Clari (a sales engagement platform), and Groove.cm/GrooveFunnels (a marketing platform). Make sure you're evaluating the right one.
## Top Groove Alternatives for 2026
### Feature Parity Comparison
Before evaluating cost, establish whether each platform supports the capabilities that matter to your team.
| Feature | Groove Plus | Help Scout Standard | Freshdesk Growth | Zendesk Suite Team | Intercom Advanced | Front Professional |
|---|---|---|---|---|---|---|
| Email | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| Live chat | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| Voice/phone | ✗ | ✗ | Add-on | ✓ | ✗ | ✗ |
| SMS | ✗ | ✗ | ✗ | Add-on | ✗ | ✓ |
| Social channels | ✗ | ✗ | ✓ | ✓ | ✗ | ✓ |
| Routing rules | Basic | Basic | Conditional | Conditional + API | Conditional | Conditional |
| Skill-based routing | Pro only | ✗ | Pro+ | Suite Pro+ | ✗ | Professional+ |
| Custom objects | ✗ | ✗ | ✗ | ✓ | ✓ | ✗ |
| Multi-brand | ✗ | Add-on | ✓ | ✓ | ✓ | ✓ |
| SLA policies | Plus+ | Plus+ | Growth+ | Suite Team+ | Advanced+ | Professional+ |
| Autonomous AI | ✗ | ✓ (AI Answers) | ✓ (Freddy Agent) | ✓ (AI Agents) | ✓ (Fin) | ✓ (Autopilot) |
| Native API completeness | Partial (dual v1/v2) | REST (stable) | REST (stable) | REST + GraphQL | REST (stable) | REST (stable) |
*✗ = not available on named plan; "Add-on" = available at additional cost*
### Help Scout — Closest Match to Old Groove
**Best for:** Small-to-mid teams that want a familiar shared-inbox experience with better integrations and native AI.
Like Groove, Help Scout uses a **Mailbox** architecture. Customers never see a ticket number — they see a standard email. Help Scout's conversation-based data model is the closest to Groove's, making it the lowest-friction migration target.
Help Scout offers Free ($0, up to 5 users), Standard ($25/user/mo), Plus ($45/user/mo), and Pro ($75/user/mo) on annual billing. The customer-facing AI Answers chatbot is billed separately at $0.75 per resolution, stacked on top of your seats. Extra inboxes cost $12/month and extra Docs sites cost $20/month. API limits are account-wide, and write calls count double. ([docs.helpscout.com](https://docs.helpscout.com/article/596-plans))
That AI cost matters at scale: a five-person team on Plus pays $225/mo for seats, but add 1,000 AI resolutions and you're at $975/mo.
**Migration path from Groove:** Help Scout has a partnership with Import2 that allows you to automatically migrate all of your emails/tickets from Groove into Help Scout, along with their associated customer profiles and tags. This is the only alternative in this comparison with a vendor-supported native connector — all others require custom API-based extraction.
**Contract and data portability:** Help Scout offers month-to-month billing at a premium to annual rates. Data export is available on all paid plans via CSV and API — no tier restriction equivalent to Groove's Pro-only export gate. Account data is deletable on request under GDPR/CCPA, and Help Scout publishes a data processing agreement. ([helpscout.com/privacy](https://www.helpscout.com/company/legal/privacy/))
**Trade-offs:** Standard limits you to 25 users (same as Groove). The jump from $25 to $45/user is steep if you need CRM integrations or advanced routing. No native phone channel. The data model is strictly conversation-based and does not support complex custom objects — linking a ticket to a specific hardware asset or contract record requires Salesforce or HubSpot integrations.
| | Groove Plus | Help Scout Standard | Help Scout Plus |
|---|---|---|---|
| Per-user/mo (annual) | $20 | $25 | $45 |
| 10-agent annual cost | $2,400 | $3,000 | $5,400 |
| AI cost model | $0.25/draft | $0.75/resolution | $0.75/resolution |
| Native integrations | ~20 | 100+ | 100+ |
| Autonomous AI | No | Yes (AI Answers) | Yes (AI Answers) |
| Data export availability | Pro tier only | All paid plans | All paid plans |
### Freshdesk — Best Budget Option
**Best for:** Price-sensitive teams that want a free tier, omnichannel from day one, and room to grow into enterprise features.
Freshdesk offers Free (free), Growth at $19/agent/month, Pro at $55/agent/month, and Enterprise at $89/agent/month.
Freshdesk offers two main AI add-ons, Freddy AI Copilot and Freddy AI Agent, each priced separately from all plans. Freddy AI Copilot costs $29/agent/month (annual billing). Freddy AI Agent sessions cost $49 per 100 sessions once your included allowance runs out, and they expire each billing cycle with no rollover.
The real TCO trap with Freshdesk is the module split. 10 agents on Freshdesk Growth (ticketing) = $190/month. 10 agents on Freshdesk Omni Growth = $290/month. If you need live chat and social channels alongside email, you're [buying Omni, not the headline ticketing price](https://clonepartner.com/blog/blog/freshdesk-vs-help-scout-vs-zendesk-the-operations-leads-guide/).
**Migration path from Groove:** No native connector. You'll need to use Groove's API to extract conversations, messages, contacts, and tags, then map them to Freshdesk's ticket schema via Freshdesk's REST API. Groove conversations map reasonably well to Freshdesk tickets, but Groove's Lite Users and shared-inbox routing rules have no direct Freshdesk equivalent.
Freshdesk's API rate limits are plan-tiered at 100 requests/minute (Growth), 400 requests/minute (Pro), and 700 requests/minute (Enterprise). For a migration pulling 100,000 historical tickets with an average of 5 messages each — 500,000 API calls — at the Growth rate of 100 requests/minute, extraction alone takes a minimum of 83 hours at full throttle, not including retry overhead. Plan your migration window accordingly. ([support.freshdesk.com](https://support.freshdesk.com/support/solutions/articles/50000011778-understanding-freshdesk-pricing-plans))
**Contract and data portability:** Freshdesk offers month-to-month billing. Data export (tickets, contacts, reports) is available on Growth and above. The free tier does not include bulk export. Contract exit requires cancellation before renewal; Freshdesk does not publish a specific data-deletion timeline post-cancellation, so request written confirmation before terminating.
**Trade-offs:** UI is dense — more buttons than Help Scout or Intercom. The free tier is generous for testing, but production setups with AI typically require Pro or higher. Freddy AI Agent's session expiry (no rollover) means unused session capacity is forfeited monthly.
### Zendesk — Enterprise Scale
**Best for:** Mid-market and enterprise teams requiring the broadest integration ecosystem, granular access controls, complex routing, and mature import tooling.
Zendesk uses a rigid **ticket-centric** architecture. Every interaction is a discrete case with custom fields, statuses, and strict audit logs — fundamentally different from Groove's conversation-centric model.
Zendesk sells two product lines. Support Team: $19/agent/mo — email and ticketing only. Suite Team: $55/agent/mo — adds messaging, live chat, voice, knowledge base, and AI Agents. Suite Professional: $115/agent/mo — adds skills-based routing and IVR.
The add-on layer is where [bills escalate](https://clonepartner.com/blog/blog/zendesk-alternatives-2026-platforms-pricing-migration/). Copilot at $50/agent/mo, the Workforce Engagement Bundle at $50/agent/mo, and the Contact Center voice bundle at $83/agent/mo. Zendesk's AI Agents are billed separately, per automated resolution. Zendesk does not publish a per-resolution rate; mid-market deals in 2026 land around $1 to $2 per resolution.
**Migration path from Groove:** Zendesk has the most documented import API in this group. Its Ticket Import API supports historical comments, timestamps, and attachments, and provides an `archive_immediately` option for large closed-ticket imports. Zendesk explicitly documents what imported data does **not** do: imported tickets don't support Zendesk SLA metrics retroactively, and non-closed imported tickets don't fire triggers at import time. ([developer.zendesk.com](https://developer.zendesk.com/api-reference/ticketing/tickets/ticket_import/))
Groove's data model requires these specific transformations for Zendesk:
- Groove "conversations" → Zendesk "tickets"
- Groove "messages" → Zendesk "comments"
- Groove states (Open, Pending, Closed, Snoozed) → Zendesk statuses: "Snoozed" maps to "Pending" or "On-Hold" with a trigger to reopen based on the snooze timestamp
- Groove flat tags → decision required: Zendesk tags, custom field dropdowns, or macros
- Groove Lite Users → Zendesk Light Agents (closest equivalent, read-only with internal note capability)
**Contract and data portability:** Zendesk requires annual contracts at Suite tier and above. Data export (JSON/CSV) is available on Professional and above — not on Team. Month-to-month billing exists only for Support Team at a markup. Zendesk publishes a formal data deletion policy: account data is deleted within 60 days of contract termination.
**Trade-offs:** Zendesk is 5–10x the cost of Groove for comparable agent counts at Suite Professional. The value comes from the ecosystem and routing sophistication, not from being a better shared inbox. A 5-person team doing primarily email support will pay for capabilities they won't use.
For a complete field-by-field migration walkthrough, see our [Groove to Zendesk Migration Guide](https://clonepartner.com/blog/blog/groove-to-zendesk-migration-data-mapping-apis-rate-limits/).
### Intercom (Fin) — Best AI Resolution
**Best for:** Teams that want the highest autonomous resolution rate and are willing to pay per outcome.
Fin AI pricing layers two fees: an Intercom seat plan (Essential $29, Advanced $85, Expert $132 per seat/month as of August 2026) plus $0.99 for every outcome Fin achieves autonomously.
A major development to factor in: In June 2026, Salesforce signed a definitive agreement to acquire Fin (the company formerly known as Intercom) for roughly $3.6 billion. As of July 2026 the deal is signed but not yet closed, and pricing has not changed as a result. Monitor for plan, product, or pricing shifts once the acquisition closes.
If you already run on Salesforce, HubSpot, Freshworks, or other helpdesks, you can buy Fin without any Intercom plan. Pricing: $0.99 per outcome, 50 outcomes per month minimum. No seat charges from Fin's side, unlimited teammates. This standalone option is worth evaluating if you want better AI without replacing your existing inbox.
**Sizing the AI cost:** To model Fin's cost accurately, use this formula: *(monthly ticket volume) × (expected deflection rate) × $0.99 = monthly Fin cost*. Intercom's own published case studies report deflection rates ranging from 30% to over 50%, with rates varying significantly based on knowledge-base completeness, ticket type (transactional vs. complex B2B), and language coverage. ([intercom.com/fin](https://www.intercom.com/fin)) Use the low end of that range — 30% — as your conservative planning figure; use 50% as your optimistic ceiling. Do not use a single anecdotal figure as your baseline.
**Migration path from Groove:** No native connector. Groove's conversation-centric model maps reasonably well to Intercom's conversation objects, but Intercom expects richer contact metadata (company, plan tier, custom attributes) than Groove typically stores. Budget time for data enrichment during migration.
**Contract and data portability:** Intercom requires annual billing on most plans. The 50-outcome monthly minimum on Fin standalone means a $594/year floor even at zero usage above minimum. Data export via API is available on all plans; bulk CSV export requires Professional or above.
**Trade-offs:** Outcome-based billing requires careful volume modeling before committing. Intercom is less of a like-for-like Groove replacement and more of an operating-model change — the workflow, conversation structure, and pricing logic are all different. Choose it because you want autonomous resolution as a primary capability, not because it's a low-friction import target.
### Front — Best Shared Inbox Collaboration
**Best for:** B2B teams, logistics companies, and agencies where support involves high-touch collaboration between account managers, engineers, and support reps. Front merges individual inboxes (like `jane@company.com`) with shared inboxes (like `support@company.com`). Instead of assigning a ticket to an agent, agents `@mention` each other in the comments of an email thread before replying.
Front offers three pricing plans: Starter ($25/user/month), Professional ($65/user/month), and Enterprise ($105/user/month), billed annually. The Starter plan is limited to a single channel (email, chat, or SMS) and caps usage at 10 seats.
On Starter and Professional, Copilot is $20/seat/mo, Smart QA $20/seat/mo, Smart CSAT $10/seat/mo, and Autopilot starts at $0.05 per conversation. On Enterprise, Copilot, Smart QA, and Smart CSAT are included — but Autopilot remains a separate add-on.
Front also publishes operational limits that matter in production: 10/30/50 channels per license tier, default API rate limits of 50/100/200 requests per minute by plan, and a usage policy stating Front will optimally process 300 messages per seat per day, with possible throttling beyond that threshold. ([help.front.com](https://help.front.com/en/articles/2178))
**Migration path from Groove:** No native migration path. Front's data model treats messages as individual items within shared inboxes rather than threaded conversations, so Groove's conversation threading must be preserved via Front's Conversation API. Tags and assignments map cleanly; SLA rules must be rebuilt manually. Front publicly offers a free Zendesk import tool, but Groove is not among the named first-party import paths — assume a custom ETL or partner-led import.
**Contract and data portability:** Front requires annual billing on all plans. Data export via CSV and API is available on all paid plans. Front does not publish a formal post-cancellation data-deletion timeline; request this in writing before signing.
**Trade-offs:** Front's Starter plan is single-channel only — if you need email *and* chat, you're on Professional at $65/seat. That's a significant jump from Groove's $20 Plus plan. Teams sometimes offset this by consolidating Google Workspace or Microsoft 365 licenses, moving all email activity into Front and eliminating parallel tooling.
## TCO Comparison: 10-Agent Team, Annual Billing
**Methodology note:** AI estimates below assume 500 AI resolutions or equivalent per month for a 10-agent team handling approximately 1,500 tickets/month — a 33% AI deflection rate. This is a mid-range assumption; teams with well-structured knowledge bases tend toward 40–50% deflection, while complex B2B queues typically see 20–30%. Adjust the AI column proportionally for your actual volume.
| Platform | Base cost/yr | AI add-on estimate/yr | Realistic total/yr |
|---|---|---|---|
| **Groove Plus** | $2,400 | ~$600 (AI Drafts) | ~$3,000 |
| **Help Scout Standard** | $3,000 | ~$4,500 (500 AI res/mo) | ~$7,500 |
| **Freshdesk Growth** | $2,280 | ~$3,480 (Copilot) | ~$5,760 |
| **Freshdesk Pro** | $6,600 | ~$3,480 (Copilot) | ~$10,080 |
| **Zendesk Suite Team** | $6,600 | ~$6,000 (Copilot) | ~$12,600 |
| **Zendesk Suite Pro** | $13,800 | ~$6,000 (Copilot) | ~$19,800 |
| **Intercom Essential** | $3,480 | ~$5,940 (500 res/mo) | ~$9,420 |
| **Front Starter** | $3,000 | ~$2,400 (Copilot) | ~$5,400 |
*AI resolution costs are calculated as: (500 resolutions/mo × 12) × per-resolution rate. Copilot costs are: (10 agents × Copilot per-agent rate × 12). Actual costs will vary significantly with volume.*
> [!TIP]
> **The cheapest platform isn't always the cheapest migration.** A tool with a native import path (like Help Scout's Import2 connector) eliminates the engineering cost of custom API extraction, transformation, and validation. A full custom API-based migration to Zendesk or Intercom — covering historical data, attachments, and delta syncs — typically takes 2–6 weeks of engineering time depending on data volume and complexity. Factor that cost into your platform decision.
## Groove API Constraints That Affect Every Migration
Regardless of which alternative you choose, you're extracting data through the same Groove API. Understanding its limits prevents failed migrations.
Groove's new GraphQL API is a powerful way to automate, manage, and extend all the functionality of the platform. You'll have access to conversations, messages, agents, contacts, and knowledge base data. The GraphQL API is v2 of Groove's API — a GraphQL-based alternative to the REST-based API provided in v1.
### Rate Limits and Pagination
The OpenAPI spec does not publish explicit rate limits — Groove enforces them at the account level. Production agents should retry on 429 with backoff and surface failures to the support workflow rather than silently dropping.
Implement exponential backoff starting at 1 second, doubling to a maximum of 60 seconds. For large historical datasets (hundreds of thousands of tickets), a single-threaded extraction script will time out. Use cursor-based pagination as follows:
```graphql
query ListConversations($after: String) {
conversations(first: 50, after: $after) {
pageInfo {
hasNextPage
endCursor
}
edges {
node {
id
number
state
createdAt
updatedAt
tags { name }
messages(first: 100) {
edges {
node {
id
body
author { name email }
createdAt
attachments { url filename contentType }
}
}
}
}
}
}
}
```
Pass the returned `endCursor` value as the `$after` variable in the next request. Continue until `hasNextPage` is `false`. Extract core conversation metadata in the first pass, then fetch message bodies and attachments in subsequent passes to reduce per-request payload size.
### The Attachment URL Expiration Problem
Groove stores attachments as temporary Amazon S3 URLs embedded within message bodies. When you request a ticket with an attachment, Groove returns a pre-signed S3 URL. If you simply map that URL string into your new platform, the link will break within hours when the S3 signature expires.
A correct migration script must execute these steps in sequence:
1. GET the temporary S3 URL from the Groove API response.
2. Download the file bytes into a temporary buffer.
3. POST the file via `multipart/form-data` to the target platform's upload endpoint (e.g., Zendesk's `/api/v2/uploads`, Help Scout's `/v2/attachments`).
4. Capture the returned upload token or attachment ID.
5. Inject that token into the message payload before creating the comment or reply in the target system.
Download all attachments during extraction. Do not defer attachment migration to a post-migration cleanup step — by then, the S3 URLs will have expired.
### REST v1 + GraphQL v2: Two APIs in Play
The Inbox and Knowledge Base APIs are currently still being built on GraphQL. If needed, you can use the REST API for now. In practice, some data objects are only accessible via v1 REST and others only via v2 GraphQL. This means a complete extraction requires:
- Two different base URLs
- Two different authentication flows (v1 uses an API key in the header; v2 uses OAuth or token-based auth)
- Two different pagination patterns (v1 uses offset/page-number; v2 uses cursor)
- Two separate rate limit budgets
Plan your extraction scripts accordingly and test both APIs against your specific account before starting a full migration run.
### Webhook Behavior at Cutover
Groove supports webhooks for conversation events (created, updated, assigned, closed). At DNS cutover — when you redirect your support email to the new platform — any Groove webhooks still pointing to internal systems will continue firing for any residual tickets that arrive in Groove before propagation completes. Disable or reroute Groove webhooks as part of your cutover checklist, not after.
### No Incremental Export on Lower Tiers
Since bulk data export is Pro-only ($35/user/mo), teams on Standard or Plus must extract everything via API. This is slower, more error-prone, and provides no baseline CSV to validate against — making data integrity checks more important, not less.
## Migration Playbook: Moving Off Groove
### Field Mapping First
Before writing any extraction code, decide how Groove's data model maps to your target:
```yaml
groove_conversation:
messages: public replies
notes: internal comments
tags: [billing, vip]
state_changes: open, closed, snoozed, assigned
lite_users: view-only collaborators (no direct equivalent on most platforms)
common_targets:
Help Scout: conversation + threads + tags (Lite Users → excluded or converted to full users)
Front: conversation + comments + inbox (Lite Users → no equivalent; exclude or notify)
Freshdesk: ticket + replies + private notes (Lite Users → no equivalent)
Zendesk: ticket + comments + light agents (Lite Users → Light Agents, closest match)
Intercom: conversation + help center + AI workflows (enriched contact metadata required)
```
Groove's "Snoozed" state doesn't map 1:1 on any platform. In Help Scout it maps to "Pending"; in Zendesk you choose between "Pending" or "On-Hold" and add a trigger to reopen based on the original snooze timestamp. Document this decision before migrating — it affects SLA clock behavior on the target system.
Groove's Lite Users (view-only collaborators) have no direct equivalent on most platforms. They become Light Agents in Zendesk (internal notes, no public replies), are typically excluded on Help Scout and Front, and have no equivalent role in Freshdesk. Decide this before extraction — it affects your agent seat count and licensing cost on the target platform.
### Migration Sequence
1. **Audit your data scope.** Count total conversations, messages, contacts, KB articles, and attachment volume. This determines migration duration and API call budget.
2. **Export your knowledge base first.** KB articles are simpler objects and make a good test run for your extraction scripts. Confirm where KB content will live post-migration — especially given the InstantDocs Legacy dependency tied to an active Groove subscription.
3. **Run a sample migration.** Import a small but representative sample that includes long threads, attachments, internal notes, and old closed conversations. Fix data mapping mismatches before proceeding at scale.
4. **Full historical sync.** Extract all conversations older than 30 days while your team continues working in Groove. Preserve original `created_at` timestamps — most platforms support this via import APIs but it is rarely the default; verify before running at scale.
5. **System validation.** Verify record counts, attachment integrity (spot-check at minimum 5% of conversations), tag and state mappings, and authorship attribution.
6. **Delta sync.** Over a cutover weekend, capture only tickets created or updated since the historical sync began.
7. **DNS cutover.** Update MX records and email forwarding rules to point to the new platform. Disable Groove webhooks at this step.
8. **Post-cutover validation.** Keep Groove in read-only mode for 1–2 weeks for historical reference before decommissioning.
> [!WARNING]
> **Vendor migration tool limitations:** Off-the-shelf migration tools (e.g., Help Desk Migration, Import2) typically scope to 90 days of history by default and frequently drop inline images, internal notes, and non-standard attachment types. If you need high-fidelity historical records — full thread history, all attachments, original timestamps — plan for custom API-based extraction rather than a commodity migration tool.
For platform-specific migration guides, see:
- [Groove to Zendesk: Data Mapping, APIs & Rate Limits](https://clonepartner.com/blog/blog/groove-to-zendesk-migration-data-mapping-apis-rate-limits/)
- [Groove to Zammad: A Technical Guide](https://clonepartner.com/blog/blog/groove-to-zammad-migration-a-technical-guide/)
- [Freshchat to Groove Migration](https://clonepartner.com/blog/blog/freshchat-to-groove-migration-a-technical-guide/) (reverse direction, but covers Groove's API behavior in depth)
## How to Choose: Decision Framework
Three questions that determine the right platform more reliably than any feature matrix:
**1. What's your actual ticket volume and AI deflection potential?**
| Monthly ticket volume | Recommended pricing model | Reasoning |
|---|---|---|
| < 500 tickets/mo | Per-seat (Help Scout, Freshdesk, Front) | Per-resolution pricing adds overhead without volume to amortize |
| 500–2,000 tickets/mo | Per-seat with AI add-on | Evaluate AI add-on ROI against agent time saved |
| > 2,000 tickets/mo with strong KB | Per-resolution (Intercom Fin, Helply) | Outcome-based pricing can deliver better unit economics at scale |
| > 2,000 tickets/mo, complex B2B | Per-seat enterprise (Zendesk Suite Pro) | Complex tickets resist AI deflection; invest in routing and SLA tooling instead |
**2. What channels do you actually use?**
- Email only: Help Scout Standard ($25/seat) or Front Starter ($25/seat) — closest Groove experience, lowest cost.
- Email + chat: Freshdesk Growth ($19/seat) or Help Scout Standard.
- Email + chat + voice + social: Zendesk Suite Team ($55/seat) or Freshdesk Omni — the channel breadth justifies the price jump.
- Email + SMS + collaborative routing across departments: Front Professional ($65/seat).
**3. How much migration effort can you absorb?**
| Migration complexity | Platform | Key factors |
|---|---|---|
| Low (days) | Help Scout | Import2 native connector; similar data model |
| Medium (1–2 weeks) | Freshdesk | API-based; straightforward ticket schema |
| Medium (1–2 weeks) | Front | API-based; threading preservation required |
| High (3–6 weeks) | Zendesk | Complex data model; trigger/automation rebuild; testing depth required |
| High (3–6 weeks) | Intercom | Data enrichment required; operating model change |
## Platform Selection Summary
| Scenario | Recommended platform | Primary reason |
|---|---|---|
| Want Groove's UX with more integrations | Help Scout Standard | Near-identical data model; Import2 connector eliminates custom migration work |
| Budget is the primary constraint | Freshdesk Growth | $19/seat; free tier available; omnichannel without separate module purchase |
| Scaling past 20 agents, need enterprise routing | Zendesk Suite Professional | Most mature routing engine; 1,500+ integrations; proven at scale |
| AI resolution rate is the top priority | Intercom Fin (standalone or full) | $0.99/outcome; deployable on existing inbox without full platform migration |
| Support routes across departments (sales, ops, CS) | Front Professional | Individual + shared inbox merge; SMS; collaborative threading model |
| Already on Salesforce ecosystem | Intercom Fin | Pending acquisition may deepen native Salesforce integration |
**When staying on Groove Classic is still rational:** If your team is fewer than 10 agents, you use primarily email and chat, and you don't need custom routing logic or formal SLAs, Groove Classic on Plus ($20/seat/year, annual) remains cost-competitive with every alternative in this comparison. The case to leave becomes stronger when you need routing based on custom attributes, multi-brand support, API-triggered workflows, autonomous AI resolution, or a knowledge base not dependent on the InstantDocs Legacy access tied to an active subscription.
No platform is a perfect replacement for any other. Every migration involves trade-offs in cost, feature parity, and engineering effort to move data cleanly. The expensive mistake is choosing a target platform without validating the data path first.
For a broader evaluation framework, our [Helpdesk System Comparison Checklist](https://clonepartner.com/blog/blog/help-desk-comparison-checklist/) walks through the criteria that matter most.
> Migrating off Groove and want to make sure nothing gets lost? ClonePartner handles the API extraction, data transformation, and validation for Groove migrations. Book a 30-minute call to scope your migration.
>
> [Talk to us](https://cal.com/clonepartner/meet?duration=30)
## Frequently asked questions
### What is the best alternative to Groove HQ in 2026?
Help Scout is the closest match to Groove's shared-inbox experience at $25/user/month with a native Import2 migration connector. Freshdesk is the best budget option with a free tier for up to 10 agents. Zendesk is the pick for enterprise scale with 1,500+ integrations. Intercom (Fin) leads on AI-first support at $0.99 per resolution.
### Is Groove HQ shutting down or rebranding to Helply?
Groove rebranded to Helply in May 2026. Groove Classic continues in maintenance mode for existing customers, but the company's future development is focused entirely on Helply's AI-native, outcome-based platform. As of July 2026, Groove's website redirects to Helply.
### How do I migrate data from Groove to another help desk?
Use Groove's GraphQL API (v2) to extract conversations, messages, contacts, tags, and KB articles. Help Scout is the easiest target thanks to its Import2 connector. For Zendesk or Freshdesk, you'll need custom API-based extraction and transformation scripts. Download attachments during extraction — Groove's S3 attachment URLs expire within hours.
### How much does Groove cost compared to Help Scout and Freshdesk?
Groove Plus costs $20/user/month (annual billing). Help Scout Standard is $25/user/month plus $0.75 per AI resolution. Freshdesk Growth is $19/agent/month with AI Copilot at $29/agent/month extra. Real TCO depends heavily on AI usage volume and team size.
### Does Groove have an API for bulk data export?
Groove offers a GraphQL API (v2) and a deprecated REST API (v1) for data extraction. Rate limits are enforced at the account level but not publicly documented — expect 429 errors during bulk operations. Bulk CSV data exports are only available on the Pro plan ($35/user/month).