Best Analytics Tools of April 2026

1. 1

   1. Sleek Analytics

   270 upvotes

   See who's on your site. Right now.

   We built Sleek because analytics shouldn't require a PhD. Paste one line of code, and within seconds you're watching real visitors move through your site live. No setup headaches, no cookie banners, no noise. Just your data, clean and…

   #2 on April 4, 20261 maker
2. 2

   2. Wellows

   202 upvotes

   See how AI talks about your brand — and fix it

   Wellows helps your customers find you via AI, earning you trust, traffic, and conversions.

   #9 on April 23, 2026wellows.com1 maker, 1 with an email
3. 3

   3. Predflow AI

   182 upvotes

   Your AI agent for ad performance

   Predflow is an AI agent for performance marketers. It tells you what's happening with your ads, why it's happening, and what to do next. Connect your Meta, Google, and Shopify accounts and get actionable recommendations on creatives…

   #5 on April 6, 20261 maker
4. 4

   4. ClayHog

   169 upvotes

   See what AI says about your brand and competitors

   See what ChatGPT, Gemini, Perplexity, Claude & AI Overviews really say about your brand. Track your visibility, measure sentiment, and uncover why competitors rank above you in AI answers. Free 7-day trial.

   #8 on April 16, 2026clayhog.com1 maker, 1 with an email
5. 5

   5. Convert or Not

   165 upvotes

   Simulate first-time users. See why they drop off

   Convert or Not simulates first-time user sessions on your site. It clicks, scrolls, and attempts to complete key actions like signup, revealing where your target users hesitate, drop and why. Use it to understand and fix conversion gaps…

   #14 on April 9, 20261 maker
6. 6

   6. Dreambase Data Agent Skills

   147 upvotes

   Analytical skills for data agents running on Supabase

   Today we're introducing Dreambase Skills, a composable layer that bundles your data sources (Supabase tables, Stripe, PostHog, any API or MCP), business logic, and visualization rules into reusable units our agents use to build accurate…

   #8 on April 29, 20261 maker
7. 7

   7. OrcaSheets AI Reports

   141 upvotes

   Query data to build dashboards and generate detailed reports

   OrcaSheets AI Reports lets you query your data to build dashboards and generate detailed reports. One prompt gives you an executive summary, KPIs, insights and recommendations, ready to share in seconds. Stop building reports manually.

   #8 on April 28, 20261 maker
8. 8

   8. CatBar

   136 upvotes

   RevenueCat stats in your macOS menu bar.

   Track your RevenueCat revenue from the macOS menu bar. See MRR, subscribers, and transactions at a glance.

   #7 on April 5, 2026catbar.app1 maker
9. 9

   9. GhostlyX

   130 upvotes

   Privacy-first analytics without cookies or clutter

   GhostlyX is a lightweight, privacy-first web analytics platform built for modern websites. No cookies, no trackers, and no invasive data collection. Just fast, reliable, and actionable insights that help you understand your traffic…

   #12 on April 10, 2026ghostlyx.com1 maker, 1 with an email
10. 10

    10. Clickport

    130 upvotes

    The modern, powerful Google Analytics alternative

    Clickport is a modern, powerful analytics suite that lets you track, analyze, and improve your website's performance. It is simple to use, privacy-friendly (no cookies, no consent banners) yet packed with features: engagement metrics…

    #22 on April 9, 2026clickport.io
11. 11

    11. Basedash Dashboard Agent

    99 upvotes

    Builds entire dashboards from a single prompt

    The Dashboard Agent builds entire dashboards from a single prompt. Describe what you want to see — "Everything about new user signups" or "MRR and churn this quarter" — and the agent picks the charts, writes the SQL, and lays them out for…

    #13 on April 30, 20261 maker
12. 12

    12. Revenue by Sleek Analytics

    82 upvotes

    See your revenue alongside your traffic. In real time.

    Connect Stripe with a restricted key and watch your payments land live in your Sleek dashboard. Real-time revenue attribution, any time range, zero tab switching. Finally know if that traffic spike actually made you money.

    #17 on April 13, 20261 maker
13. 13

    13. Anamap

    82 upvotes

    Finally, an AI that actually understands your analytics.

    Most analytics tools tell you what happened. Anamap tells you why. Cartos is an AI agent that investigates your dashboards, site behavior, and code releases to find the root cause of metric drops in plain English. Not a dashboard, a…

    #20 on April 14, 20261 maker
14. 14

    14. My!hū

    79 upvotes

    See global environmental data in one real-time platform.

    My!hū unifies fragmented climate and disaster data into one real-time, global platform. Unlike tools that are siloed or focus on one domain, it delivers clear, map-based insights across the world. By turning complex data into simple…

    #28 on April 15, 20261 maker
15. 15

    15. AppSignals

    79 upvotes

    App store connect data + subscription insights

    AppSignals helps app founders understand their subscription revenue using the data already available in App Store Connect. Say goodbye to SDKs and hello to key subscription insights that you can actually use. See install → trial → paid…

    #26 on April 7, 2026appsignals.io1 maker
16. 16

    16. sneo.ai

    77 upvotes

    Chat with your SEO data

    Your Search Console data already knows what's working and what's broken. sneo AI helps you ask the right questions and get actionable answers in seconds. Get enterprise-level SEO insights without the enterprise team—turn hours of analysis…

    #24 on April 22, 2026sneo.ai1 maker, 1 with an email
17. 17

    17. Formo

    74 upvotes

    Formo makes analytics simple for DeFi so you can grow.

    Data is the lifeblood of any business. It helps you understand your customers, make impactful decisions, and drive growth. Without data, you’re lost in a dark forest. Formo makes analytics and attribution easy for onchain apps, so you can…

    #27 on April 1, 2026formo.so1 maker, 1 with an email
18. 18

    18. DealForge

    73 upvotes

    Analyze real estate deals in seconds

    Professional underwriting software for acquisition entrepreneurs. Analyze real estate, business, and hybrid deals in seconds with metrics like IRR, DSCR, and cash-on-cash — plus scenario modeling, sensitivity analysis, and clean…

    #30 on April 2, 2026usedealforge.com1 maker, 1 with an email
19. 19

    19. VoiceZeroAI

    72 upvotes

    AI voice feedback that catches complaints before bad reviews

    Surveys miss 90% of what people mean. VoiceZero captures anonymous voice feedback via QR code, WhatsApp or phone — no app needed. Customers share 3x more detail than any written survey. AI decodes tone, sentiment, urgency & themes from…

    #37 on April 1, 20261 maker
20. 20

    20. folio

    72 upvotes

    data analysis workspace for Claude Code/Codex

    A free, desktop app that helps you and your agents analyze your documents and unstructured data. Review all your files in a tabular document review UI, create multi-step research pipelines and extract insights. Bring your own AI key…

    #34 on April 7, 20261 maker
21. 21

    21. Net AI

    69 upvotes

    AI that revolutionises critical infrastructure management

    Our AI transforms critical infrastructure efficiency by slashing operational expenditure and streamlining operations.

    #50 on April 27, 20261 maker
22. 22

    22. Your Site Is Fucked

    11 upvotes

    You heard me

    Find out exactly how fucked your website is. We check broken links, SEO, performance, accessibility, and more. No sugarcoating.

    #25 on April 11, 20261 maker
23. 23

    23. GutGraph

    9 upvotes

    Find your food triggers in 14 days — not 14 months.

    Struggling with bloating, food sensitivities, or unexplained gut issues? GutGraph is the health journal that connects the dots. Log meals and symptoms in seconds, then let beautiful visualizations reveal which foods trigger how you feel.…

    #22 on April 19, 2026gutgraph.com1 maker, 1 with an email
24. 24

    24. App Vulture

    8 upvotes

    Find app market gaps through user reviews

    Your competitors' users are telling you exactly what to build, in their reviews. AppVulture uses AI to analyze reviews across thousands of iOS and Google Play apps, surfacing the complaints and feature requests competitors miss. Plus…

    #12 on April 5, 2026appvulture.com1 maker, 1 with an email
25. 25

    25. ZleeBit

    6 upvotes

    Discord analytics with drill-downs that explain why

    ZleeBit helps Discord server admins understand growth, retention, engagement, voice activity, and moderation through drill-down analytics. Instead of showing surface-level charts, it lets you click into the details behind each metric. We…

    #23 on April 5, 2026zleebit.com1 maker, 1 with an email

Junior imports every day's Product Hunt leaderboard. Each launch is filed under the first topic its makers chose, so it appears in one category only. This list takes the Analytics launches dated in April 2026 and ranks them by their upvotes. It refreshes daily.

• Best Productivity Tools228
• Best Design Tools77
• Best Open Source Tools86
• Best Developer Tools54
• Best Mac Apps42
• Best Android Apps31
• Best Marketing Tools43
• Best AI Tools41
• Best SaaS Tools40
• Best iOS Apps29
• Best APIs43
• Best Chrome Extensions31
• Best Health & Fitness Apps27
• Best Social Media Tools22
• Best Sales Tools26
• Best Fintech Tools17

• All Analytics Tools262
• Every launch in April 2026
• All best-of lists

What was the top Analytics launch of April 2026?

Sleek Analytics ("See who's on your site. Right now."), with 270 upvotes on April 4, 2026, where it finished #2 of the day.

How many Analytics Tools launched in April 2026?

30 on Product Hunt, with 2,581 upvotes between them. This list shows the 25 most upvoted.

How is this list ranked?

By Product Hunt upvotes, as recorded on launch day. Ties go to the launch with the better daily rank. Every launch is counted once, in the category its makers listed first.

How do I reach the makers of these Analytics Tools?

Each launch links to its page on Junior, with the people behind it (24 makers across this list). Junior adds their verified work emails, LinkedIn and X profiles for subscribers.