Amplitude is open in one tab, a dashboard full of funnels and cohorts staring back at you, and a stakeholder wants to know why signups dipped last week. A chart won’t settle that — you need an answer. That’s the gap this Amplitude AI integration with HotBot fills. You connect Amplitude inside HotBot once you’re signed in, then ask plain-English questions, get anomalies explained, and draft your weekly report without rebuilding anything.
Dashboards show you what happened. They’re worse at telling you what to do about it before the meeting starts. Below is how to connect Amplitude to HotBot, plus the handful of workflows that save real time.
What You’ll Need
A short list before you start:
- A HotBot membership. Connectors are a members-only feature, so you’ll need to sign in or subscribe. Pricing is a free tier, $7.95/week, or $39.95/quarter — details on the pricing page.
- An active Amplitude account with data flowing and, ideally, clean event tracking. Per Adasight’s setup guide, Amplitude AI produces “confident sounding noise” when you feed it messy events. The same principle applies here.
- A rough idea of your key metrics — the funnels, retention numbers, and KPIs your team cares about.
- Ten minutes. That’s the whole setup.
Estimated time: 10–15 minutes to connect and run your first workflow. Difficulty level: Beginner. If you can ask a question in a chat box, you can do this.
Step 1: Sign In and Connect Amplitude Inside HotBot
Connectors are members-only, so start by signing in. Go to the HotBot login page and get into your account, or subscribe if you haven’t yet.
Once you’re in, you connect Amplitude from inside HotBot. I won’t walk you through fake menu screens or OAuth buttons I can’t verify. You connect it from inside HotBot once signed in, and the assistant then works directly with your Amplitude data. No CSV exports, no copy-paste gymnastics.
The connector does one thing: instead of you playing middleman between Amplitude and your questions, HotBot talks to your Amplitude data for you.
Step 2: Ask Plain-English Questions of Your Metrics
This is the workflow I use most. Once Amplitude’s connected, you ask.
Amplitude’s own Global Agent docs frame plain-language querying the same way: ask a product question, get an answer grounded in your data. HotBot does this against your connected data. A few example prompts:
- “What’s our signup-to-first-purchase conversion over the last 30 days?”
- “Show me retention by cohort for new users who joined in March.”
- “Which feature had the biggest adoption jump this quarter, and by how much?”
Model tier: Use HotBot Chat for these. They’re fast, everyday lookups where you want a quick, accurate answer, not a philosophy essay. HotBot Chat is built for that pace.
Be specific about time windows and segments. “How’s retention?” gets you a shrug. “30-day retention for mobile users vs. desktop, last quarter” gets you something you can act on.
Step 3: Explain Anomalies Before They Blow Up the Meeting
Most anomaly alerts tell you a number moved but not why. That’s where deeper reasoning earns its keep.
Say your weekly active users dropped 12%. Instead of guessing, ask HotBot to investigate:
- “WAU dropped 12% week-over-week. Walk me through the likely causes — segment it by platform, new vs. returning, and acquisition channel.”
- “Conversion fell on Tuesday. Is this a tracking issue, a real drop, or seasonality? Show your reasoning.”
Model tier: This is the job for HotBot Chat Plus (step-by-step thinking) or HotBot Chat Pro (deep reasoning, 1M-token context). Anomaly explanations need the model to chain several checks together. Chat Pro’s larger context means it can hold more of your data and history at once while it reasons through it.
For a while I reached for the fastest model on everything. For “why did this happen,” though, a model that shows its work beats a model that answers instantly. Amplitude’s Global Agent may take 30–60 seconds to research a comprehensive answer. Deep reasoning takes a beat, and that’s the right trade.
Step 4: Draft Your Weekly Report
Weekly reporting is the classic time sink. As Adasight notes, most product teams spend hours pulling data, writing summaries, and formatting reports stakeholders skim once and forget.
With Amplitude connected, hand HotBot the goal instead:
- “Draft this week’s product report. Cover WAU, signup conversion, and feature adoption. Flag anything that moved more than 10% and explain it in plain English. Keep it to one page for a non-technical exec.”
- “Turn these numbers into three bullet points and one recommended action.”
Model tier: HotBot Chat Plus is my sweet spot here. It structures the narrative well without overthinking. If your report needs to synthesize a lot of context or a long history, bump up to Chat Pro.
One step most teams skip: end every report with a decision, not just a description. Ask HotBot to include a “so what — do this next” line. Insights that don’t connect to action are trivia.
Step 5: Write Queries and Structure Analysis
Not everything is plain English. Sometimes you need help building the analysis itself — defining a cohort, structuring a funnel, or shaping a query.
Try prompts like:
- “Help me define a cohort of power users: 3+ sessions per week for the last month.”
- “Structure a funnel from landing page → signup → activation → paid. What events should I be tracking at each step?”
Model tier: For this, a third-party model on HotBot is often the better pick — a strong coding or reasoning model from the 800+ available in your subscription. If you’re writing SQL against exported data or wrangling the Amplitude HTTP API (POST to https://api2.amplitude.com/2/httpapi, and note that insert_id isn’t optional in practice — Amplitude uses it for deduplication within a 7-day window), pick a model that specializes in code.
That’s the advantage of one subscription: you switch models to match the job instead of forcing one model to do everything.
Without the Connector: The Free-Tier Workaround
No membership yet? You can still get value on the free tier. It just takes an extra step.
Copy the relevant Amplitude content — a chart’s underlying numbers, a summary, an exported table — and paste it into HotBot with your question. Something like: “Here’s my weekly active users by week for the last 8 weeks: [paste]. What changed and why might that be?”
It works. It’s just manual. The connector removes the copy-paste, which is the point of upgrading. But the free tier is a fine way to test whether the workflow fits how you work before you commit.
Common Issues
HotBot’s answer is generic or vague. Usually a data-context problem. As Adasight found with Amplitude AI itself, generic output means your event tracking or context is thin. Tighten your prompt with specific metrics, segments, and time ranges.
The numbers look off. Validate against Amplitude directly before you ship a report. AI-drafted summaries are a starting point, not gospel. Reconcile the headline numbers every time.
The model over-explains. You’re probably on a heavy reasoning tier for a light task. Drop back to HotBot Chat for quick lookups and save Chat Pro for the “why.”
Nothing connects. Make sure you’re signed in — connectors are members-only. Sign in here and connect Amplitude from inside HotBot.
A Quick Note on Limits and Privacy
The connector works with the Amplitude data you connect — treat it like any tool touching product analytics. Validate outputs before decisions ride on them (Amplitude’s own docs stress validating data), and follow your organization’s data-handling rules.
To be clear about one thing: HotBot is an independent AI service. It isn’t an official Amplitude product and isn’t affiliated with or endorsed by Amplitude or any model provider. Third-party names just identify the apps and models available to you. HotBot gives you one subscription across 800+ models plus its own HotBot Chat, Chat Plus, Chat Pro, and Image engine.
What’s Next
Once you’ve run a couple of plain-English queries, try automating a rhythm: the same weekly report prompt every Monday, an anomaly check whenever a metric feels off, and a cohort-building session when you’re planning your next experiment.
From there, experiment with model tiers. You’ll develop a feel for when Chat is enough and when you want Chat Pro chewing on something gnarly. That instinct is where the real time savings live.
Ready? Sign in or subscribe, connect Amplitude, and ask your first question.
FAQ
Do I need to be a member to connect Amplitude?
Yes. Connecting Amplitude inside HotBot is a members-only feature, so you’ll need to sign in or subscribe first. You can sign in here and connect it from inside HotBot once you’re in.
Is HotBot an official Amplitude product?
No. HotBot is an independent AI chat service and isn’t affiliated with or endorsed by Amplitude. Third-party names like Amplitude simply identify the apps and models you can work with inside HotBot.
Is this a good Amplitude ChatGPT alternative?
It can be. Rather than locking you to one model, HotBot gives you access to 800+ models plus its own HotBot Chat tiers under a single subscription, so you pick the best model for AI data analysis with Amplitude on a per-task basis.
What if I’m on the free tier?
You can still do AI data analysis by pasting Amplitude content (charts, tables, summaries) directly into HotBot and prompting. The native connector, which skips the copy-paste, is a members feature — see pricing for the free tier, $7.95/week, or $39.95/quarter.
Which HotBot model should I use for anomalies?
For explaining anomalies, reach for HotBot Chat Plus or Chat Pro. These handle step-by-step and deep reasoning, which anomaly investigations need since the model has to chain several checks together to explain why a metric moved.
Can HotBot write Amplitude queries for me?
Yes. Ask it to help define cohorts, structure funnels, or shape queries in plain English. For heavier code or API work against the Amplitude API, pick a code-focused third-party model from the 800+ available.
