Catch the conversion-killing failures your funnel can't see.
We shop your store the way your buyers do, from the markets that actually drive your revenue. And we tell you the second your assistant recommends the wrong product, stalls at checkout, or talks customers out of the cart.
User-side validation isn't theory.We've been running it.
Agents continuously monitored across the global network.
User-side validations run from real residential devices.
Countries covered on real home ISPs.
The failure modes your current stack misses
The recommendation agent returns out-of-stock items.
Inventory drifted. The agent did not. Customers add to cart, hit a 'sold out' screen, and bounce.
Checkout assist is slow in your second-biggest market.
P95 latency in São Paulo is 4× New York. Your central monitoring averages it away. Your São Paulo conversion rate does not.
A model update changed the upsell tone.
Yesterday it was helpful. Today it is pushy. Your CSAT survey will catch it in two weeks.
Per-region latency
Know which market is slow before your funnel does.
P95 latency tracked per region, per prompt, with alerts when a market drifts off SLA.
- Residential exits in 30+ markets
- Per-prompt latency budgets
- Alerts to ops and product
Funnel-aware validations
Validate the chain, not just the agent.
Validations walk the full funnel: greeting, product Q&A, add-to-cart, checkout assist, post-purchase. One broken link surfaces immediately.
- Multi-step validation sequences
- Per-step verdict
- Replay any failed walk
Pre-launch smoke
Gate launches and sales events on a passing verdict.
Schedule a smoke run before Black Friday, a product launch, or a deploy. CI integration blocks the release if the verdict is DOWN.
- GitHub Actions, GitLab, CircleCI
- Signed verdict in under 60s
- Webhook to your deploy pipeline
From first validation to signed report in two weeks
Connect
Point Agent Status at the user-facing surface of your agent. No SDK, no instrumentation. Average setup is under five minutes.
Watch
Live verdicts stream in from every region you serve. Drift and latency alerts route to PagerDuty or Slack, with a signed report on every run.
Frequently asked
| Question | Answer |
|---|---|
| Can we throttle validation volume during peak? | Yes. Validation cadence is configurable per agent and per region, and pauses automatically if you signal a freeze window. |
| How do you handle product catalog churn? | Validations reference catalog SKUs you nominate. When a SKU is retired, the validation rotates automatically. |
| Does it integrate with our analytics? | Verdicts and latency events stream to webhooks, Segment, and Snowflake. Most teams join validation verdicts to funnel data in their warehouse. |
| What about international SKUs and currencies? | Per-region validation variants handle currency, language, and SKU availability so verdicts reflect what local shoppers see. |