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LearnGuides, comparisons and templates

Ask better questions. Get better answers.

Practical guides to conversational analytics: how to chat with your data, which BI tool fits your team, and templates you can run on the demo dataset in seconds.

For the complete AI-readable content index, see /llms.txt.

5 topic hubs27 articles3 runnable templates

Topic hubs

Five topics, each with a complete guide

Each hub opens with a pillar guide and links to every article in its cluster. Start with the one closest to the question you have today.

Chat with your data· 4 articles

Chat with your data: the complete guide to AI data analysis

How natural-language analytics works, where it beats pivot tables and SQL, and how to phrase questions so the answer is a chart you can trust.

  • Upload a CSV or Excel file and ask your first question
  • How follow-ups keep context on the canvas
  • Checking an AI answer against the source numbers
Read the guide
Alternatives· 7 articles

The best conversational BI tools in 2026, compared

A side-by-side look at chat-first, enterprise and developer-first analytics tools, judged on setup time, pricing and how answers are kept.

  • Canvas vs chat thread: where answers live
  • Pricing for a 10-person team, tool by tool
  • Which tools let you bring your own AI key
Read the guide
Superset + AI· 7 articles

Apache Superset + AI: adding natural language to your BI stack

DashboardGPT runs its queries and charts on Apache Superset. This hub covers text-to-SQL on Superset, semantic profiling and what to expect in production.

  • How a question becomes a Superset query
  • Column profiling and semantic types
  • Where text-to-SQL breaks, and the guardrails
Read the guide
Use-case templates· 3 articles

Analytics templates: the questions to ask your business data

Ready-made question sets for SaaS, marketing, sales and finance. Each template opens the matching sample dataset in the playground.

  • SaaS: MRR, churn and cohort retention
  • Marketing: spend, CAC and channel ROI
  • Sales: pipeline, win rate and cycle time
Read the guide
Privacy & BYOK· 6 articles

Bring your own key: private AI analytics, explained

How customer-owned AI keys work, what data reaches the model provider, and how tenant isolation keeps workspaces separate.

  • What BYOK means for cost and data control
  • Which data a model sees, and which it never sees
  • Tenant isolation and access control
Read the guide

All articles

Browse the library

Every article ends with a link to try the idea on real data in the playground. No account needed.

Chat with your dataHow-to

How to chat with a CSV file and get charts, not paragraphs

Upload, ask, follow up: a walkthrough with a 40,000-row orders file.

DashboardGPT Team5 min read
Chat with your dataExplainer

Natural language to chart: how AI turns a question into a visual

What happens between your question and the chart, step by step.

DashboardGPT Team4 min read
Chat with your dataHow-to

Excel pivot tables vs asking a question: a side-by-side test

The same five questions answered both ways, with the time each took.

DashboardGPT Team4 min read
Chat with your dataTest kit

How to test an AI data analyst: 50 questions and the ways answers go wrong

A 50-question test kit and the eight ways AI answers usually go wrong.

DashboardGPT Team5 min read
AlternativesComparison

DashboardGPT vs Julius AI: canvas or chat thread?

Where answers live, how follow-ups work, and what each costs.

DashboardGPT Team5 min read
AlternativesComparison

ThoughtSpot and Power BI Copilot alternatives for teams under 200

Enterprise-grade questions without enterprise setup or pricing.

DashboardGPT Team4 min read
AlternativesComparison

ChatGPT data analysis vs DashboardGPT: when each one wins

One-off analysis or a workspace you come back to.

DashboardGPT Team3 min read
AlternativesListicle

Free Tableau alternatives for teams that don't write SQL

Six tools compared on free plans, data limits and learning curve.

DashboardGPT Team3 min read
AlternativesChecklist

How to run a team trial of an AI analytics tool (and decide with confidence)

Who to invite, what to test and how to decide before the trial ends.

DashboardGPT Team5 min read
AlternativesHow-to

Your free Team trial: what you get, and how to choose what comes next

What the free Team trial includes, and how to choose Explore or Team when it ends.

DashboardGPT Team5 min read
AlternativesGuide

Per-user BI pricing: choosing Team seats, monthly vs annual

Count users, compare monthly and annual, and see what a Team plan really costs.

DashboardGPT Team4 min read
Superset + AITechnical

Adding natural-language questions to Apache Superset

Architecture, prompts and query validation on a real Superset stack.

DashboardGPT Team5 min read
Superset + AITechnical

Superset text-to-SQL: what works and what breaks

Joins, date grains and ambiguous columns, with fixes for each.

DashboardGPT Team4 min read
Superset + AIExplainer

Semantic profiling: how the AI learns what your columns mean

Types, units and relationships detected before the first question.

DashboardGPT Team3 min read
Superset + AIExplainer

From Superset dashboards to an infinite canvas

Why a grid of tiles struggles with follow-up questions.

DashboardGPT Team3 min read
Superset + AIExplainer

Your Apache Superset dashboards, right inside your workspace

Superset dashboards inside your app, with no Superset accounts to manage.

DashboardGPT Team4 min read
Superset + AIHow-to

From AI canvas to Superset dashboard in one click

Turn a canvas of answers into a Superset dashboard laid out the same way.

DashboardGPT Team3 min read
Superset + AIExplainer

Why the canvas chart and the Superset chart always match

One question, one query: why two views of a chart never disagree.

DashboardGPT Team3 min read
Use-case templatesTemplate

5 questions every SaaS founder should ask their Stripe export

MRR, churn, expansion, cohort and payback, each as one question.

DashboardGPT Team4 min read
Use-case templatesTemplate

Marketing spend analysis in 3 questions

Find the channel that is quietly eating your budget.

DashboardGPT Team3 min read
Use-case templatesTemplate

Sales pipeline analysis without SQL

Walk through a CRM export: stage conversion, win rate, cycle time.

DashboardGPT Team3 min read
Privacy & BYOKOpinion

Why your analytics tool shouldn't mark up AI tokens

The economics of bring-your-own-key, with real per-question costs.

DashboardGPT Team3 min read
Privacy & BYOKHow-to

How to get an OpenAI or Anthropic API key in 2 minutes

Create a key, set a spend limit and connect it to your workspace.

DashboardGPT Team3 min read
Privacy & BYOKExplainer

Is my data used to train models? A plain-English answer

What reaches the model provider and what their policies say.

DashboardGPT Team3 min read
Privacy & BYOKGuide

No surprise AI bills: tracking AI usage and cost in your workspace

See AI usage at a glance and keep every bill predictable.

DashboardGPT Team4 min read
Privacy & BYOKHow-to

Run DashboardGPT on your own AI model: Ollama, vLLM and LM Studio

Connect Ollama, vLLM, LM Studio or your own gateway in Settings.

DashboardGPT Team4 min read
Privacy & BYOKChecklist

Self-hosting DashboardGPT: an evaluation checklist for your team

Where it runs, which AI to use, who sees what, and what it costs.

DashboardGPT Team4 min read

Ask your data a question.

Open the playground and ask about revenue, churn or campaign spend. Charts, metrics and written insights appear on an infinite canvas.

  • No account, no install
  • Free plan with CSV and Excel uploads
  • Bring your own AI key