● Feedback intelligence for e-commerce

Turn every shopper conversation into valuable feedback

Scale Operations analyzes how shoppers interact with each store's AI agents — across every communication channel and every department — and transforms those conversations into clear, actionable insight that helps online stores grow.

24/7
Always-on listening
Multi-channel
Every store touchpoint
USD
Rewards for partners
Per-sector
Specialized AI insight

Feedback that actually moves the needle

Surveys get ignored and reviews tell only part of the story. The real signal lives in the conversations shoppers already have with a store's AI. We capture and structure that signal.

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Conversation-driven

We learn from genuine interactions between shoppers and each store's AI agents — not artificial surveys — so feedback reflects real intent and friction.

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Sector-aware AI

Each store deploys AI agents per department — support, sales, returns, product discovery — and we interpret each one in its own context.

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Every channel

Chat, messaging apps, on-site widgets and the other communication channels each store uses — unified into a single feedback stream.

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Actionable insight

We surface what's working, what's frustrating shoppers and where revenue leaks — prioritized so teams know what to fix first.

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Powered by partners

A global community of partners helps interpret, validate and enrich insights — and the best contributors get paid for it.

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Privacy-respecting

Data is handled responsibly, minimized and processed under clear policies — built to respect shoppers and store partners alike.

How Scale Operations works

From raw conversations to feedback that stores can act on — in four steps.

Connect

Stores connect their communication channels and the AI agents running across each sector.

Listen

Shopper–AI interactions are captured continuously, in context, across the full journey.

Interpret

Our system — supported by partners — structures conversations into themes, signals and priorities.

Act

Stores receive valuable, prioritized feedback and improve experience, conversion and retention.

Partner Program

Get rewarded for sharpening feedback

Anyone can sign up to become a Scale Operations partner. Partners help review, validate and enrich the feedback drawn from shopper–AI conversations. The partners who consistently stand out are paid in USD rewards.

  • Open registration — apply in minutes, no upfront cost.
  • Flexible contribution that fits your own schedule.
  • Transparent, merit-based recognition of your work.
  • Top contributors earn rewards paid in USD.
Apply to become a partner

Reward tiers

Contributor Base rewards
Standout Higher payouts
Top Partner Premium USD

Rewards are performance-based and depend on the quality and impact of contributions. See our Partner Program Terms for full details.

Become a Scale Operations partner

Tell us a bit about yourself. We'll follow up with next steps to get you onboarded into the Partner Program.