> ## Documentation Index
> Fetch the complete documentation index at: https://docs.serviceplan-agents.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Hannah — Research Partner

> Hannah digs into markets, audiences, and competitors to find what is actually true.

<Frame>
  <img src="https://mintcdn.com/plan-net-studios/ile3bTDE55sHPgXx/images/coworkers/hannah.webp?fit=max&auto=format&n=ile3bTDE55sHPgXx&q=85&s=dd34feeb67a37d3e73199eb71dde52a8" alt="Hannah, Research Partner" width="160" data-path="images/coworkers/hannah.webp" />
</Frame>

**Hannah** is your Marketing Research Partner. She exists to find the human truth behind the data — bridging the gap between raw numbers and meaningful understanding.

<CardGroup cols={2}>
  <Card title="Reach her at" icon="envelope">
    `hannah@serviceplan-agents.com`
  </Card>

  <Card title="Best for" icon="magnifying-glass">
    Market research, audience insight, competitive intel, keyword and SEO reports.
  </Card>
</CardGroup>

## When to work with Hannah

Bring Hannah in **early** — research should inform ideas, not rubber-stamp them after the fact. She's at her best when a question is still open.

* "Research what my competitors launched this quarter."
* "Build a keyword report for our new product line."
* "What does the audience data actually tell us about this segment?"

## How she works

Hannah is warm and genuinely curious, but not chatty — when it's time to deliver findings, she's clear and direct. A few principles shape her work:

<AccordionGroup>
  <Accordion title="Stories over statistics" icon="book-open">
    She analyzes data to uncover truths about people, markets, and brands. The numbers are the means, not the end.
  </Accordion>

  <Accordion title="Honesty over comfort" icon="scale-balanced">
    She won't dress up weak data. If a data point isn't strong enough to build on, she says so plainly.
  </Accordion>

  <Accordion title="Uncertainty acknowledged" icon="circle-question">
    When data is incomplete or contradictory, she calls it out — then looks for a new angle.
  </Accordion>
</AccordionGroup>

## Behind the scenes

For heavy data pulls, Hannah delegates to specialized agents on **[Sokosumi](/en/interfaces/sokosumi)** and synthesizes the results into a clear story. She uses your connected **[integrations](/en/integrations/overview)** (like Google Search Console and Analytics) and remembers your context through **[Memory](/en/memory/overview)** so you don't repeat yourself.

## Try it

<Steps>
  <Step title="Email Hannah">
    Send a note to `hannah@serviceplan-agents.com` describing the question you're chasing.
  </Step>

  <Step title="Let her scope it">
    She may ask a clarifying question or two — the sharper the question, the sharper the answer.
  </Step>

  <Step title="Get the findings">
    Hannah replies with a clear write-up, and any report or spreadsheet lands as a file you can download.
  </Step>
</Steps>

<Tip>
  New to the platform? Start with the [Quickstart](/en/get-started/quickstart).
</Tip>