Use Dropbox with an AI Browser for Prospect Research

Run prospect research in Strawberry using Dropbox as one of the inputs. Specific surfaces, example prompt, real output, and tradeoffs vs alternatives.

Diagram of Strawberry AI browser workflow using Dropbox for prospect research

If you use Dropbox and you regularly need to research a prospect, the bottleneck is usually the same: Dropbox holds part of the context, but prospect research 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 Dropbox 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 prospect research when Dropbox is one of the inputs. It names the Dropbox surfaces involved, the signals the workflow actually needs, an example prompt you can paste, and what a good output looks like.

The job a sales rep, founder, or account executive is trying to do

The goal of prospect research is to decide whether a prospect is worth a calendar slot and prepare a personalised first touch. The success metric is concrete: first reply rate above 8% and a meeting booked in under 14 days from first touch. That definition matters because it shapes what Dropbox needs to contribute to the workflow.

What signals prospect research actually needs

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

  • Role tenure and seniority on LinkedIn - Dropbox does not contain this directly. Strawberry uses the browser plus public sources to fetch it.
  • Recent funding rounds or M&A activity - Dropbox does not contain this directly. Strawberry uses the browser plus public sources to fetch it.
  • Headcount growth or layoffs in the last 6 months - Dropbox does not contain this directly. Strawberry uses the browser plus public sources to fetch it.
  • Tech stack and procurement signals - Dropbox does not contain this directly. Strawberry uses the browser plus public sources to fetch it.
  • Recent content the prospect has published or commented on - Dropbox does not contain this directly. Strawberry uses the browser plus public sources to fetch it.
  • Open job postings that reveal team priorities - Dropbox does not contain this directly. Strawberry uses the browser plus public sources to fetch it.

What Strawberry can do inside Dropbox

Strawberry can find files by name, read text-based files, and follow shared links.

Dropbox surfaces Strawberry uses for this workflow: folders, files, shared links, Paper docs.

How Strawberry runs prospect research with Dropbox

  1. Strawberry opens the Dropbox folders that contains the relevant context.
  2. The companion pulls related context from Dropbox (files, history, attached files) where it exists.
  3. For the parts Dropbox 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 one-page brief.
  5. A human reviews before any external action (send, update, post). Then the approved output is saved back to Dropbox or your system of record.

Example Strawberry prompt

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

Read this Dropbox folders and any linked context.
Then run a full prospect research workflow on it. Use the browser to fill any gaps not in Dropbox.
Return the output in the shape we use for prospect research: A one-page brief: name, role, company, ICP fit (yes/no with reason), top 3 talking points, suggested first message, 1-2 source links.
Do not send anything externally. Save the draft to me to review.

What a good prospect research output looks like

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

  • Anna Lindqvist - VP Marketing, Voi Technology
  • ICP fit: yes (Series D scooter co, EU expansion, 1500 employees)
  • Talking point 1: hired 4 paid-acquisition managers in last 90 days - clear shift toward performance marketing
  • Talking point 2: spoke at SuperVenture last month on scooter unit economics
  • Talking point 3: company just announced Germany pull-out - retention focus is likely a priority
  • Suggested first message: short, references the SuperVenture talk, asks one specific question, no calendar link

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

Dropbox is strong for this workflow because Strawberry can find files by name, read text-based files, and follow shared links.

Where Dropbox falls short Binary previews don't translate to text; large team folders need pagination.

Consider also a structured CRM or Sheet for tracking actions.

Common mistakes when running prospect research

  • Researching prospects who don't match ICP - the brief is wasted
  • Generic talking points ("impressive growth") that don't reference any real signal
  • Copying public bio text instead of synthesising fit

Connecting Dropbox to Strawberry

Dropbox OAuth. 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 Dropbox + Strawberry runs prospect research

1 Dropbox

Read

Open the relevant Dropbox folders; 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 prospect research shape: A one-page brief.

4 Human

Approve

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

FAQ - Dropbox + AI browser for prospect research

Can Strawberry do prospect research entirely inside Dropbox?

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

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

Not necessarily. Dropbox 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 Dropbox?

Read access to the surfaces you want Strawberry to use (folders, files, shared links). Write permissions are only needed if you want Strawberry to update Dropbox after a human approves the change. Dropbox OAuth.

What is the realistic success metric for prospect research?

first reply rate above 8% and a meeting booked in under 14 days from first touch - that is the target Strawberry helps you hit, not the only thing it measures.

What is the biggest mistake to avoid?

Researching prospects who don't match ICP - the brief is wasted.