How do I use Structify in Slack to ask a question and get a formatted table or chart back in the thread?

Most teams live in Slack, but their revenue answers are still trapped in dashboards and half-updated spreadsheets. Structify’s Slack bot flips that: you ask a plain-English question in a channel, and it replies in the thread with a formatted table or chart you can use in the next leadership meeting—without leaving Slack, writing SQL, or opening a BI tool.

Quick Answer: To get a formatted table or chart from Structify in Slack, mention the Structify bot in a channel or DM, ask your question in plain English (e.g., “@Structify show pipeline by stage and owner for this quarter”), and specify the format you want (“as a table” or “as a bar chart”). Structify finds the right data across your connected sources and replies in-thread with a structured, shareable output you can refine with follow-up questions.

Why This Matters

When the CEO asks “What’s causing enterprise deals to slow down?” no one wants to say, “Give me a week to pull the report.” The speed and clarity of your answer directly affects pipeline decisions, budget shifts, and forecast confidence. If you can pull a clean table or chart inside Slack in seconds, you turn every ad-hoc question into a real-time decision moment instead of a data ticket.

Key Benefits:

• Faster decisions in the tools you already use: Answer “why” questions about pipeline, ROI, or churn directly in Slack, instead of waiting on exports and dashboards.
• Fully formatted tables and charts, not wall-of-text answers: Get structured outputs you can screenshot, export, or pin—without building a report.
• A conversation, not a query builder: Ask follow-up questions in the thread to refine the table or chart until it answers exactly what leadership needs.

Core Concepts & Key Points

Concept	Definition	Why it's important
Slack-native questions	Asking Structify directly in Slack channels or DMs using natural language and mentions (e.g., @Structify)	You work where you already are, so RevOps and GTM leads don’t have to context-switch into tools they rarely open.
Formatted output (tables & charts)	Structify’s ability to turn answers into structured tables or visual charts, not just text summaries	Makes it easy to scan trends, share with execs, and reuse in decks or docs without rebuilding visuals elsewhere.
Conversation-based refinement	Iteratively refining an answer in the same thread with follow-up prompts (filtering, grouping, changing chart type)	You don’t need to “get the query perfect” the first time; you iterate like a conversation until you land on the right view.

How It Works (Step-by-Step)

Below is the typical flow to go from Slack question to a clean table or chart in-thread. Details can vary slightly based on your workspace configuration and permissions, but the core workflow is the same.

1. Confirm Structify is installed and in your channel

   • Make sure Structify’s Slack app is installed in your workspace (your admin or data/RevOps team usually owns this).
   • Add Structify to the relevant channel if it isn’t there yet:
     • In Slack, go to the channel where you want to ask questions.
     • Click the channel name → Integrations → Add apps → search for Structify → Add.
   • You can also DM Structify directly if you want a private thread (e.g., pre-reads before sharing with your exec channel).

2. Ask a clear, contextual question

   Structure your question so Structify can map it to your connected data:

   • Always mention the bot:
     @Structify at the start or end of the message.
   • Ask in plain English, describing:
     • What you want (table or chart)
     • Which metric(s) you care about
     • How to group/segment
     • Time frame
     • Any filters

   Examples:

   • “@Structify show a table of open opportunities by stage and owner for this quarter.”
   • “@Structify give me a bar chart of pipeline by source for the last 90 days.”
   • “@Structify table of churned customers by segment and primary reason in the last 6 months.”
   • “@Structify compare CAC vs LTV by channel as a chart for the past 12 months.”

   Structify uses your maintained semantic layer (fields, definitions, and business terms) to interpret questions like “pipeline,” “enterprise,” or “churned” without you mapping fields manually.

3. Specify the format you want

   To make sure you get exactly what you need in-thread, tell Structify the output type:

   • For tables, include phrases like:
     • “as a table”
     • “in a table”
     • “show me a table of…”
   • For charts, include phrases like:
     • “as a bar chart”
     • “as a line chart over time”
     • “visualize … by month as a chart”

   Examples with format included:

   • “@Structify show win rate by segment for the last 3 quarters as a bar chart.”
   • “@Structify give me a table of active customers with ARR > $50k and their CSM.”

   Structify will:

   • Find the relevant data across CRM (Salesforce/HubSpot), support tools, call logs, marketing platforms, documents, and web data.
   • Normalize and merge records (e.g., “Acme Corp” vs “ACME Corporation”).
   • Build the requested table or chart.
   • Post it back in the Slack thread.

4. Review, then refine with follow-up questions

   In the same thread, you can tighten the answer instead of starting over:

   • Filter further:
     • “Only show enterprise accounts.”
     • “Filter to EMEA.”
     • “Exclude internal test accounts.”
   • Change the view:
     • “Group by owner instead of segment.”
     • “Show this as a table instead of a chart.”
     • “Add column for average days in stage.”
   • Adjust timeframe:
     • “Change timeframe to last 30 days.”
     • “Compare to same period last year.”

   Structify treats this like a conversation, not a static query: it understands context from the previous answer and updates the output accordingly.

5. Share, export, or turn into a dashboard

   Once the table or chart looks right:

   • Share in-channel: The answer is already in-thread for everyone to see and react to.
   • Pin the message so the chart/table becomes the reference for that conversation.
   • Screenshot or export (depending on your workspace setup) to drop into:
     • Board decks
     • Notion/Confluence docs
     • Email updates to leadership
   • Optionally promote the view to a Structify dashboard so you don’t have to rebuild it next time. Structify keeps dashboards in sync as data sources change—no manual refreshes.

Common Mistakes to Avoid

• Vague questions with no context:
  Saying “@Structify what’s happening?” isn’t helpful. Instead, anchor questions around a metric, dimension, and timeframe:
  “@Structify show a table of enterprise pipeline by stage for this quarter compared to last quarter.”

• Forgetting to specify format when you care:
  Structify can infer a reasonable format, but if you need a chart for execs, say it.
  Use: “as a chart,” “as a table,” or “visualize … over time,” so you don’t have to ask twice.

• Overloading one mega-question instead of iterating:
  You don’t have to get it perfect in one prompt. Start simple (“pipeline by stage this quarter”), then refine in-thread (“filter to deals > $50k,” “now show as a bar chart”).

Real-World Example

You’re the RevOps lead, and your CRO drops this in the #leadership channel at 9:15am:

“Feels like enterprise deals are dragging. Can we see what changed in the last two quarters?”

Instead of disappearing into Salesforce and a BI tool for three hours, you reply directly in the same channel:

1. Initial question:

   @Structify show a table of enterprise opportunities by stage and average days in stage for the last two quarters, broken out by quarter.

2. Structify replies in-thread with a clean table:

   • Rows: stages (Discovery, Evaluation, Legal, etc.)
   • Columns: Q1 avg days in stage, Q2 avg days in stage, delta
   • Filters already applied to enterprise segment

3. Leadership immediately sees:

   • Legal and Security Review ballooned from 9 → 21 days.
   • Evaluation is flat; earlier stages didn’t slow down.

4. Follow-up refinement in-thread:

   • You ask:
     @Structify show this as a bar chart of average days in Legal by owner for Q2.
   • Structify posts a chart highlighting two owners where Legal is consistently slower.

5. In under 10 minutes, you’ve:

   • Diagnosed the real bottleneck (Legal, not early-stage qualification).
   • Isolated owners and accounts related to the drag.
   • Given your CRO a chart they can screenshot into the weekly exec deck—without leaving Slack.

Pro Tip: When you know the question will trigger a bigger discussion (like “Why are enterprise deals taking longer?”), start in a public channel and tag Structify there. That way, the whole leadership team sees both the question and the evolving table/chart, and you avoid repeat requests for the same analysis.

Summary

Using Structify in Slack to get formatted tables and charts turns “Can someone pull a quick report?” into a 60-second conversation. You ask in plain English, specify the output format, and iterate in-thread until the answer is ready for exec eyes. Behind the scenes, Structify is connecting CRM data, support tickets, call logs, documents, and even competitor web data—so your table or chart reflects the full reality, not just one system.

Instead of waiting on dashboards to be updated or rebuilding the same pivot for the tenth time, you keep the analysis in Slack where the questions start, and you move from scattered data to revenue decisions in real time.

Next Step

Get Started