Export queue manager for sales data exports

When a sales ops manager or team lead needs to pull a report — activity logs, enriched contact lists, call stats — they submit the export and then wait. Sometimes 20-30 minutes, sometimes longer. There's no visibility into why it's slow, no progress indicator, no way to schedule it for off-hours, and no notification when it's done. They either babysit the browser tab or forget and come back to a failed export.

This gap exists because export functionality is always a secondary concern inside a sales tool. The vendor's incentive is to make the core workflow — calling, sequencing, AI coaching — feel fast. Export is an afterthought bolted onto a data warehouse query that nobody optimized. The buyer of the dialer is usually sales leadership, not ops, so the person most hurt by export slowness (the analyst or ops manager pulling weekly reports) has the least voice in the purchasing decision.

What users are actually experiencing: no job queue visibility, no retry logic on failure, no scheduling, no email or Slack notification on completion. They describe waiting 20-30+ minutes and not knowing if it's still running. For large lists, the enrichment queue compounds the problem — 'the list feature takes a while to enrich' with no indication of progress.

This is a business because sales ops teams run these exports on a recurring schedule — weekly pipeline reports, monthly enrichment refreshes, daily activity logs for manager review. Every export cycle is a potential failure point. A team running exports three times a week and losing 30 minutes each time to babysitting or retrying failed jobs has a concrete, recurring cost that compounds with headcount.

What to build

Build a lightweight job scheduler that connects to sales tools via their export APIs, queues large exports to run during off-peak hours, retries on failure, and sends a Slack or email notification with a direct download link when the file is ready.

Where to start

Target RevOps teams already using a specific dialer with a known painful export bottleneck, offer a free connector for that one tool, and charge once they're running scheduled exports reliably — the first successful automated export that saves an analyst 30 minutes sells itself.

The hard part

Export APIs across different sales tools are inconsistent — some trigger async jobs, some time out on large pulls, and some don't expose job status at all, which means you may have to screen-scrape or poll endpoints not designed for external orchestration.

How it makes money

Flat monthly fee per workspace ($49-149/month depending on export volume and number of connected tools), with usage-based overage for exports exceeding a threshold row count.