Use Slack with an AI Browser for Client Reporting

Run client reporting in Strawberry using Slack as one of the inputs. Specific surfaces, example prompt, real output, and tradeoffs vs alternatives.

Diagram of Strawberry AI browser workflow using Slack for client reporting

If you use Slack and you regularly need to produce a client report, the bottleneck is usually the same: Slack holds part of the context, but client reporting also needs signals that live outside it - on the public web, in LinkedIn, in news, in other connected apps. Strawberry is built to combine the Slack context with the rest of the browser, and run the full workflow as a companion you can re-trigger every week.

This page describes specifically how Strawberry handles client reporting when Slack is one of the inputs. It names the Slack surfaces involved, the signals the workflow actually needs, an example prompt you can paste, and what a good output looks like.

The job a agency owner, account manager, founder serving clients is trying to do

The goal of client reporting is to produce a clean, on-brand recap of what was done, what worked, and what is next for a client. The success metric is concrete: report turnaround under 1 day, client approval without major revision. That definition matters because it shapes what Slack needs to contribute to the workflow.

What signals client reporting actually needs

For each signal below, here is whether Slack can contribute directly or whether Strawberry has to find it via the browser:

  • Campaign or activity data from connected ad/analytics tools - Slack does not contain this directly. Strawberry uses the browser plus public sources to fetch it.
  • Agreed KPIs and last-period comparison - Slack does not contain this directly. Strawberry uses the browser plus public sources to fetch it.
  • Qualitative wins or losses - Slack does not contain this directly. Strawberry uses the browser plus public sources to fetch it.
  • Next-period plan - Slack does not contain this directly. Strawberry uses the browser plus public sources to fetch it.
  • Open questions for the client - Slack does not contain this directly. Strawberry uses the browser plus public sources to fetch it.

What Strawberry can do inside Slack

Strawberry can read recent channel activity, summarize a thread, and post approved updates back to a channel.

Slack surfaces Strawberry uses for this workflow: channels, DMs, threads, saved items, user list.

How Strawberry runs client reporting with Slack

  1. Strawberry opens the Slack channels that contains the relevant context.
  2. The companion pulls related context from Slack (DMs, history, attached files) where it exists.
  3. For the parts Slack does not store, Strawberry uses the browser - web search, LinkedIn, news, the prospect's website.
  4. Strawberry synthesises the output in the shape this workflow needs: A PDF or Google Doc structured by section.
  5. A human reviews before any external action (send, update, post). Then the approved output is saved back to Slack or your system of record.

Example Strawberry prompt

Paste this in a new Strawberry chat with Slack connected. Adjust the specifics to your actual ICP, role, or topic.

Read this Slack channels and any linked context.
Then run a full client reporting workflow on it. Use the browser to fill any gaps not in Slack.
Return the output in the shape we use for client reporting: A PDF or Google Doc structured by section: summary, KPI table, highlights, plan, asks.
Do not send anything externally. Save the draft to me to review.

What a good client reporting output looks like

Here is what a finished output for client reporting should look like in practice. The specifics will change for your use case, but the shape should look similar:

  • Client: Sparbanken Skåne - May 2026
  • KPIs: CPC -12%, CTR +0.4pt, total leads +18%
  • Highlights: new creative angle on retention won 60% of impressions
  • Plan for June: scale the winning creative, test a second segment
  • Asks: confirm copy review SLA for new creative

Why Slack for this, and where to use a different tool

Slack is strong for this workflow because Strawberry can read recent channel activity, summarize a thread, and post approved updates back to a channel.

Where Slack falls short Sending in Slack requires explicit approval; private channels need explicit invitation; search retention depends on plan.

Consider also a CRM or project tool for tracked follow-up.

Common mistakes when running client reporting

  • Report is mostly screenshots of dashboards with no synthesis
  • Missing the comparison vs last period so the client can't tell if things are working
  • No 'what we're doing about it' section for bad KPI movements

Connecting Slack to Strawberry

Native OAuth, read + write scopes are separate. Once connected, the companion can read the surfaces above without re-authenticating, and any write action still requires explicit human approval the first time the workflow runs.

Caveats

Do not let any AI agent send emails, update CRM records, or change shared systems without a clear approval step. Strawberry is strongest when the workflow combines browser context with connected-app context and a human review for sensitive actions.

How Slack + Strawberry runs client reporting

1 Slack

Read

Open the relevant Slack channels; pull related context.

2 Browser

Augment

Use the browser, LinkedIn, news, and other connected apps for signals outside the CRM/tool.

3 Output

Compose

Synthesise into the client reporting shape: A PDF or Google Doc structured by section.

4 Human

Approve

Human reviews before any external action; approved output is saved back.

FAQ - Slack + AI browser for client reporting

Can Strawberry do client reporting entirely inside Slack?

No, and that is the point. client reporting needs signals Slack does not store - public web, LinkedIn, news, other apps. Strawberry combines Slack with the browser, which is where the real value comes from.

Does Slack need to be the primary CRM or system of record?

Not necessarily. Slack can be one input among several. Strawberry can read it as context even if your primary system of record is somewhere else.

What permissions do I need on Slack?

Read access to the surfaces you want Strawberry to use (channels, DMs, threads). Write permissions are only needed if you want Strawberry to update Slack after a human approves the change. Native OAuth, read + write scopes are separate.

What is the realistic success metric for client reporting?

report turnaround under 1 day, client approval without major revision - that is the target Strawberry helps you hit, not the only thing it measures.

What is the biggest mistake to avoid?

Report is mostly screenshots of dashboards with no synthesis.