Reforge Insights Shutdown: Best Alternatives in 2026 Post-Miro

Reforge Insights is being sunset following Miro's 2024 acquisition of Reforge, leaving thousands of B2B product teams scrambling to migrate their customer call libraries, themes, and insight workflows before the shutdown deadline. If your team relied on Reforge Insights for ingesting Gong and Zoom calls, surfacing AI-detected themes, and feeding signals into roadmap decisions, BuildBetter is the closest 1:1 functional replacement — purpose-built for B2B product teams who need customer-led development, not just a research repository. This guide explains exactly what's happening with Reforge Insights, how to evaluate alternatives, and how to migrate without losing the insights that drive your roadmap.

What Happened: Reforge Insights Shutdown Explained

Yes, Reforge Insights is shutting down. Following Miro's 2024 acquisition of Reforge, the standalone customer insights platform is being sunset as Miro consolidates around Reforge's educational programs and AI capabilities inside the Miro canvas — not the Insights tooling.

Here's what B2B product teams need to know:

• Acquisition rationale: Miro acquired Reforge to strengthen its product development and AI-assisted innovation suite. The strategic value sat in Reforge's curriculum, community, and learning content — not the customer insights repository.
• Shutdown timeline: Reforge has communicated wind-down dates directly to customers. Data export windows typically run 60–90 days from notification. Check your account dashboard for your specific deadline.
• What happens to your data: Reforge provides export tools for transcripts, tags, themes, and insights — typically as JSON or CSV. Anything not exported before the deadline will be lost.
• What happens to integrations: Gong, Zoom, Slack, and Linear/Jira connections will stop syncing on the shutdown date. Active webhooks and notification rules will go silent.
• What Miro will preserve: Miro plans to integrate select AI synthesis capabilities into its canvas, but the standalone Insights repository product is being discontinued. Existing Reforge Insights workflows will not be preserved 1:1.

The bottom line: if your roadmap, churn analysis, or feature validation workflows depend on Reforge Insights, you have a hard deadline and need a migration plan now.

What to Look for in a Reforge Insights Replacement

The best Reforge Insights replacement matches its core capabilities while delivering deeper integration with the tools your product team actually ships from. Reforge Insights customers relied on five core capabilities: call ingestion (Gong, Zoom), AI transcript tagging, theme detection, signal sharing, and insight-to-roadmap workflows.

Must-Have Criteria for 2026

• AI-powered synthesis: LLM-driven theme detection, automated insight extraction, and natural-language querying of your call library are now table-stakes.
• Native integrations: Gong, Zoom, Google Meet, Microsoft Teams, Slack, Linear, Jira, Notion — bidirectional, not just one-way export.
• PM-friendly workflows: Insight-to-ticket flows, exec-ready summaries, and customer follow-ups — not just tagging dashboards.
• Severity and business impact analysis: Knowing that three customers mentioned a feature isn't enough. You need to know which segments, which deal sizes, and how urgent.
• Migration support: The ability to import historical transcripts, tags, and themes from your Reforge Insights export.

Migration Considerations

Companies switching insight platforms typically lose 15–25% of historical insight context during migration without proper export planning, according to the Research Ops Community 2026 survey. Plan exports for raw transcripts, tag taxonomies, theme structures, and the insights that drove past roadmap decisions.

Team-Fit Factors

B2B product teams differ from UX research teams. Product teams need tight integration with Linear, Jira, Slack, and roadmap workflows. UX research teams prioritize tagging governance and study management. Choose your tool based on which your team actually is.

Pricing Models in 2026

Pricing has shifted toward hybrid models: per-seat for editors, usage-based for AI processing minutes or calls processed. Expect $20–$80/seat/month for editor seats, with AI processing tiers based on call volume.

BuildBetter: The Closest 1:1 Alternative for Product Teams

BuildBetter is the recommended Reforge Insights replacement for B2B product teams because it matches every core capability — call ingestion, AI synthesis, theme clustering, signal alerts — and goes further with customer-led development workflows that turn insights into shipped product.

Feature-by-Feature Mapping

• Customer call ingestion → BuildBetter Recordings captures every call across Zoom, Google Meet, Microsoft Teams, and Webex, with or without a bot.
• AI insight extraction → BuildBetter Signals turns raw conversations into 35+ structured signal types with 10+ enrichment properties (sentiment, severity, bias, business impact) — analyzed individually with full context, not vector-search keyword matching.
• Theme clustering → BuildBetter Clusters & Insights uses AI-powered theme detection and visual analytics to turn thousands of signals into actionable insights, with trend and anomaly detection over time.
• Signal alerts → BuildBetter Workflows route the right data to the right place automatically — webhooks, Slack channels, scheduled reports.
• Insight-to-action → BuildBetter Tickets creates Linear and Jira issues directly from customer feedback, in one click, with full context.

Beyond Reforge Insights

BuildBetter delivers what Reforge Insights couldn't: deliverables, not dashboards. Generate PRDs, customer analysis documents, and personas from BuildBetter Documents. Track commitments and close the loop with BuildBetter Tracked Objects — when you ship a feature, BuildBetter automatically notifies the customers who asked for it.

Native Integrations

BuildBetter integrates with Gong, Zoom, Granola, Slack, Linear, Jira, Notion, and 100+ other tools through continuous bidirectional sync. Your taxonomy, your data, always up to date.

Migration Path from Reforge Insights

1. Export your Reforge Insights data (transcripts, tags, themes, insights) using Reforge's export tool.
2. Connect BuildBetter to your call sources (Gong, Zoom, Meet) for forward-looking capture.
3. Import historical transcripts and apply your existing taxonomy through BuildBetter Taxonomy.
4. Re-establish notification rules through BuildBetter Workflows.
5. Validate by running a real use case — like next quarter's roadmap input — through the new system.

Specific Use Cases

• Roadmap prioritization: Cluster signals by feature area, sort by business impact, ship the highest-leverage work.
• Churn signals: Detect anomalies in negative sentiment or specific objection patterns before they become cancellations.
• Feature validation: Generate persona-based research documents grounded in real customer data.
• Exec readouts: AI-powered reports with statistical analysis and anomaly detection delivered to your inbox.

BuildBetter is trusted by Clay, Brex, WordPress, PostHog, AppFolio, Zoom, OpenAI, and 30,000+ teams — with 60x daily usage, 98% retention, and 80% org adoption in three months.

Other Reforge Insights Alternatives Compared

Beyond BuildBetter, several research repository and insights platforms can serve specific team profiles. Choose based on whether your org is product-led or research-led.

Dovetail

Best for dedicated UX research teams with heavy tagging governance needs. Dovetail offers strong study management and a robust taxonomy editor, but its workflow is research-project oriented rather than continuous discovery focused. Less ideal for B2B PMs who live in Linear and Slack.

Marvin

Research-ops focused with strong video tagging capabilities. Good for teams running structured user interviews who need granular timestamp-level analysis. Lighter on product-tool integrations.

EnjoyHQ (NICE)

Enterprise research repository with strong governance, acquired by NICE in 2021. Best fit for large enterprises with mature research operations and compliance requirements. Heavier implementation than product-team-friendly alternatives.

Condens

Lightweight European alternative with strong GDPR posture. Good for smaller research teams that prioritize data residency and simplicity over deep AI synthesis.

Notably

AI-assisted analysis platform tuned for smaller research teams. Strong on synthesis features for individual researchers, lighter on enterprise integrations and B2B workflows.

Side-by-Side Comparison: BuildBetter vs. Dovetail vs. Marvin vs. EnjoyHQ

For B2B product teams migrating off Reforge Insights, BuildBetter offers the best combination of AI synthesis quality, integration breadth, and time-to-value.

How to Migrate Off Reforge Insights in 2026

A successful Reforge Insights migration follows five steps: export, audit, pilot, integrate, and train. Skipping any of these is how teams lose 15–25% of their historical insight context.

Step 1: Export Your Data Before the Shutdown Deadline

Use Reforge's export tool to download transcripts, tags, themes, and insights — typically as JSON or CSV. Do this immediately, even if you haven't picked your replacement yet. Lost data can't be recovered.

Step 2: Audit Mission-Critical Insights

Don't try to migrate everything. Identify the 50–100 insights that drove past roadmap decisions, key customer themes, and active churn signals. This becomes your migration test set.

Step 3: Pilot 1–2 Alternatives with a Real Use Case

Tools that look good in demos often fail under real workflow pressure. Pilot with next quarter's actual roadmap input — not a sandbox. Run BuildBetter (and one alternative if needed) against the same set of recent customer calls and compare the deliverables.

Step 4: Re-Establish Integrations and Notification Workflows

Connect Gong, Zoom, Slack, Linear, and Jira. Rebuild your signal alerts, channel routing, and scheduled reports. With BuildBetter Workflows, this is configuration-driven and takes hours, not weeks.

Step 5: Train the Team and Document the New Workflow

Document where insights live, how to add context, how to create tickets from feedback, and how exec readouts are generated. Aim for 80% adoption within the first 90 days.

Common Migration Pitfalls

• Waiting too long to export: Don't trust extension promises — export now.
• Over-indexing on tag parity: Modern AI synthesis often makes legacy tags obsolete.
• Skipping the pilot: Demo decks lie; real workflow tests don't.
• Forgetting integrations: Insights without action create dashboard graveyards.

FAQ: Reforge Insights Shutdown and Alternatives

Is Reforge Insights shutting down?

Yes. Following Miro's 2024 acquisition of Reforge, the standalone Reforge Insights customer insights platform is being sunset as Miro focuses on integrating Reforge's educational programs and AI capabilities into the core Miro canvas. Existing customers should plan migration to alternatives like BuildBetter before the shutdown deadline.

When is Reforge Insights officially shutting down?

Reforge has communicated wind-down timelines directly to customers, with data export windows typically running 60–90 days from notification. Check your account dashboard or contact Reforge support for your specific deadline.

What is the best alternative to Reforge Insights for B2B product teams?

BuildBetter is the closest 1:1 alternative for B2B product teams, offering customer call ingestion, AI-powered insight extraction, theme clustering, and native integrations with Gong, Zoom, Slack, Linear, Jira, and Notion — matching the workflows Reforge Insights customers relied on, with deliverables (PRDs, tickets, customer follow-ups) layered on top.

Can I export my data from Reforge Insights?

Yes. Reforge provides data export tools allowing customers to download transcripts, tags, themes, and insights typically in JSON or CSV format. Export should be completed before the shutdown deadline to avoid data loss.

Will Miro continue any part of Reforge Insights inside its platform?

Miro has indicated it will integrate select AI synthesis capabilities and Reforge's educational content into the Miro canvas, but the standalone Insights repository product is being discontinued. Existing Reforge Insights workflows will not be preserved 1:1 in Miro.

How does BuildBetter compare to Reforge Insights specifically?

BuildBetter matches every core Reforge Insights capability — call ingestion, AI theme detection, signal alerts — and adds customer-led development workflows: contextual signal analysis with severity and business impact, native ticket creation in Linear/Jira, deliverable generation (PRDs, customer analysis), and automatic customer follow-up when you ship.

What's the cheapest Reforge Insights alternative?

Lightweight tools like Condens and Notably tend to have the lowest entry pricing, but B2B product teams typically find more value in BuildBetter's hybrid pricing because the integrations and deliverables eliminate work elsewhere in the stack.

Which alternative has the best AI capabilities in 2026?

BuildBetter offers the most product-team-relevant AI: contextual analysis (not vector-search keyword matching), 35+ structured signal types, severity and business impact enrichment, and natural-language querying across all your customer and company knowledge through BuildBetter Chat.

The Bottom Line: Picking Your Reforge Insights Replacement

For B2B product teams, BuildBetter is the primary recommended replacement for Reforge Insights — it matches the call ingestion, AI synthesis, and theme clustering Reforge Insights customers relied on, and adds the customer-led development workflows that turn insights into shipped product.

Choose Dovetail, Marvin, or EnjoyHQ instead only if your organization is research-led with dedicated UX research operations, heavy tagging governance needs, or enterprise compliance requirements that outweigh product-tool integration depth.

Your 30-Day Action Checklist

• Week 1: Export all Reforge Insights data. Audit your top 50–100 mission-critical insights.
• Week 2: Start a BuildBetter pilot with a real use case (next quarter's roadmap input).
• Week 3: Connect Gong, Zoom, Slack, Linear, and Jira. Rebuild signal alerts.
• Week 4: Train the team, document the new workflow, and decommission Reforge Insights workflows.

Make Churn Optional

Reforge Insights' shutdown is a forced migration — turn it into an upgrade. BuildBetter gives B2B product teams every capability Reforge Insights had, plus the customer-led development workflows to ship what your customers actually asked for and close the loop automatically.

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