For teams running AI support bots

Your customers are telling your bot things. Are you listening?

In every conversation with your support bot, real customers leave cues — a bug they mention in passing, a feature they wish existed, a deal about to walk away. CueLens reads every conversation, catches the cues worth acting on, and hands them to you as a queue you can clear in minutes a day.

Works with your existing bot. Read-only access. First cues within the hour.

94% confidence High severity Business opportunity

Customer asked about an annual contract for their agency's 30 clients. The bot linked the pricing FAQ and closed the chat. Customer's last message: "ok, we'll compare a few vendors this week."

Waiting for your verdict
88% confidence High severity System bug

Customer reported the checkout page freezing after applying a discount code — tried twice, then gave up on the purchase…

Plugs into Intercom today · Zendesk and custom bots coming

From thousands of conversations to a short list of things worth doing

No dashboards to study, no reports to schedule. CueLens works like a colleague who read everything overnight and left you a short list.

1

Connect your bot

Authorize read-only access to your Intercom workspace. CueLens starts with your recent history, then watches new conversations as they close.

2

Every conversation is read

A two-stage classifier separates routine chats from the ones carrying a cue — then labels each cue with a lens, a severity, and a confidence score.

3

It learns your team's judgment

The subtlest cues take an experienced eye — so when your team confirms or dismisses one, CueLens learns from it in real time. Every interaction makes the next detection sharper: more of the real thing, less noise, less to review each week.

Everything worth acting on, sorted by lens

CueLens finds the conversations worth acting on — problems, opportunities, frustration, buying intent. Lenses are how you focus on one kind at a time: engineering looks through the bug lens, sales through opportunities, product through gaps. A built-in set covers most teams, and you can add your own in plain language.

System bugs

Customers report breakage to bots that they'd never file a ticket for. Catch it before it hits your churn numbers.

"The export button just spins forever — anyway, can you send me the file manually?"

Feature requests & product gaps

The roadmap your customers would write for you, assembled from what they actually asked your bot to do.

"Is there a way to filter by businesses started in the last two weeks?"

Business opportunities

Buying intent your bot answered politely and let walk away. Route it to a human while the customer is still warm.

"We'd need about 40 seats — does the price change at that volume?"

Unsatisfied customers

Frustration that never reaches a CSAT survey. Find the customers quietly deciding to leave, and reach out first.

"Never mind, I'll figure out something else."

Your own lens

Describe what you're looking for the way you'd brief a teammate, and CueLens starts flagging it in every new conversation. Compliance mentions, competitor names, a feature you just launched — if you can say it, you can watch for it.

"Flag any conversation where a customer mentions GDPR, data deletion, or where their data is stored."

Not another analytics dashboard

Dashboards tell you the mood. CueLens hands you a queue — specific conversations, specific customers, specific things to fix, build, or chase.

A queue, not a chart

Specific conversations, ready to act on — nothing to interpret, nothing that scrolls by unread.

It gets sharper the longer you use it

Some cues are so subtle only an experienced person catches them. CueLens learns from every confirmation and dismissal in real time — trained on your business, by your team, so there's less to review every week.

Clusters turn noise into priorities

One complaint is an anecdote. CueLens groups related cues so you see "14 customers, same missing filter" — with every transcript attached.

Built inside a real support operation

CueLens wasn't dreamed up in a pitch deck. It was built to triage a live production bot's conversations — and then made available to you.

Find out what cues your bot heard this week

Connect your Intercom workspace and get your first cues within the hour. Early access is free while we onboard the first teams.