When ZoomInfo acquired Chorus.ai in 2021, many customers were promised continuity. What they got instead was a steady series of contract renegotiations, feature consolidations, and price increases. If your renewal is coming up and the new number looks very different from your original contract, you’re not alone.
This article lays out your four realistic options with honest trade-offs — no vendor spin. By the end, you’ll know exactly what each path requires in terms of time, money, and risk.
Why This Is Happening Now
ZoomInfo paid approximately $575 million for Chorus. To justify that acquisition price, they need to extract more revenue per customer than Chorus was getting on its own. The mechanism for this is:
- Bundling: Pushing customers toward ZoomInfo’s full RevOS suite (ZoomInfo data + Chorus + Engage + other tools), which is more expensive but allows them to bury the Chorus cost in a larger deal
- Price escalation: For customers who want Chorus as a standalone product, renewal prices have reportedly increased 40-150% for many accounts
- Feature gating: Some Chorus features that were standard are being moved to higher tiers or bundled products
The result: customers who signed 2-3 year contracts at one price point are facing very different numbers at renewal.
Understanding Your Data Situation First
Before you decide on a migration path, you need to understand what’s at stake with your historical data:
What you have: Years of call recordings, transcripts, and metadata tied to deals, reps, and customers. This isn’t just archival data — it’s potentially relevant for compliance requirements, legal holds, rep coaching, and AI training pipelines.
What happens if you leave without exporting: Your data becomes inaccessible within days of contract termination. ZoomInfo’s terms of service grant you access only during an active subscription. There’s no grace period for bulk downloads after cancellation.
What “exporting” actually means: It’s not a single file. Your Chorus data consists of thousands (potentially tens of thousands) of individual recordings, transcript files, and metadata records. A proper export requires a programmatic approach — the native Chorus UI only supports single-call downloads.
With that context, here are your four options.
Option 1: Renegotiate and Stay on Chorus
Who this makes sense for: Organizations that are deeply integrated with Chorus workflows — call scoring, coaching programs, deal analytics — and don’t want to rebuild those workflows on a new platform. Also makes sense if you’re locked into a ZoomInfo data contract and can get favorable Chorus pricing bundled in.
What it requires: Leverage in the negotiation. This usually means having a competing bid from Gong or another platform and being willing to walk. ZoomInfo sales teams have meaningful discretion on pricing, but they use it when they believe you might actually leave.
The honest trade-off: You’re renting your own data indefinitely. Every month you stay on Chorus is another month of data that would cost more to extract later. If you eventually do leave, the extraction cost increases with time (more data, higher professional services fees).
Cost: Your renegotiated rate, which might be anywhere from 10% off list to 40% off if you push hard and have alternatives. Typically $50-150k/year for mid-market (50-200 seats).
Option 2: Export and Move to an Alternative Platform
Who this makes sense for: Organizations that have already evaluated alternatives (Gong, Clari Copilot, Fireflies, Avoma) and decided to move. Or organizations that want to maintain the optionality to move later without losing historical data.
What it requires: An export of your historical data before or immediately at contract end, followed by migration to your new platform. The new platform won’t be able to natively import your Chorus recordings (none of them offer this), but you’ll have the recordings in your own storage for reference and compliance.
The honest trade-off: You lose the AI analysis that Chorus applied to your historical calls — the smart highlights, deal risk signals, topic tags. What you keep is the underlying media and transcripts. Some teams find this acceptable; others who rely heavily on Chorus’s AI analysis find it a bigger loss.
Cost: Export via portshift ($499-$999 one-time) + new platform costs. Gong is typically $100-160/user/year; Fireflies is $10-19/user/month. You’ll likely spend less than Chorus at the new ZoomInfo rates.
How to handle the export: This is where portshift comes in. You point portshift at your Chorus account and your cloud storage (Azure Blob, S3, or GCS), and it exports everything — recordings, transcripts, metadata — with a SHA-256 manifest as proof. The export typically completes within 24-48 hours for mid-market accounts.
Option 3: DIY Export to Your Own Storage
Who this makes sense for: Teams with available engineering resources, a specific data architecture requirement (e.g., you want the data in a particular format or storage system), or organizations that need a custom export that portshift doesn’t cover.
What it requires: 1-2 weeks of engineering time to build a reliable export script using the Chorus v3 API. The main complexity points are: handling rate limiting, managing time-limited media URLs, building resumable logic for when the script fails partway through, and generating a proper manifest.
The honest trade-off: If you have the engineering bandwidth, this gives you maximum flexibility. If you don’t, it’s a significant distraction during a period when your team is already managing a platform migration.
Cost: Engineering time (2 weeks × $150-200/hour loaded = $12,000-16,000 if you’re being honest about opportunity cost) + storage costs.
Option 4: Pay for Professional Services
Who this makes sense for: Very large enterprises (1,000+ seats) with complex data requirements, or organizations where the procurement process for an external tool is slower than the timeline allows and they need ZoomInfo to handle it directly.
What it requires: A statement of work with ZoomInfo’s professional services team. Expect a 2-4 week sales cycle to get the contract in place, followed by a 4-8 week execution timeline.
The honest trade-off: The most expensive option by far. Professional services quotes for data extracts from mid-market accounts start at $10,000 and can reach $50,000+ for large enterprises. You also lose the directness of owning your export process — you’re dependent on ZoomInfo’s timeline and prioritization.
Cost: $10,000-50,000+ depending on data volume and scope.
The Comparison
| Stay & Renegotiate | Export + Move | DIY Export | Pro Services | |
|---|---|---|---|---|
| Keep historical AI analysis | ✓ | ✗ | ✗ | ✗ |
| Own your recordings | ✗ | ✓ | ✓ | ✓ |
| Self-serve (no vendor dependency) | ✗ | ✓ | ✓ | ✗ |
| Time to complete | 2-6 weeks | 1-3 days | 2-3 weeks | 6-12 weeks |
| Cost (mid-market) | $50-150k/yr | ~$500-1,000 | $12-16k eng. cost | $10-50k |
| Compliance-grade manifest | ✗ | ✓ | DIY | ✓ |
Our Recommendation
For most mid-market teams (50-500 seats), Option 2 — export and move is the right call. The cost of staying is compounding. Every additional year on Chorus at inflated rates is money that could go toward a better platform. And the export cost with portshift is low enough that even if you’re not sure yet whether you’re leaving, it’s worth doing a protective export now.
The decision matrix is simple:
- If you’re actively migrating: Start the export now, before your contract end date
- If you’re renegotiating: Start the export anyway as negotiating leverage and data insurance
- If you’re staying but uncomfortable: Start the export as a protective measure
The data you’ve generated is yours. Getting it into your own storage is a one-time task with a permanent payoff.