Best Analytics Tools of May 2026

1. 1

   1. SpotsNow

   472 upvotes

   Track who's advertising across podcasts w/ campaign insights

   Track who's advertising on every podcast, what they're spending, and where their campaigns are running — then buy open inventory directly from publishers, all in one place. The competitive intelligence layer for podcast ads.

   #2 on May 28, 2026spotsnow.io1 maker, 1 with an email
2. 2

   2. Zappy by ZapDigits

   191 upvotes

   Your AI reporting analyst

   Your clients don’t want dashboards. They want answers. Meet Zappy, the AI agent inside ZapDigits that turns marketing data into client-ready reports in seconds. Connect Google Analytics, Search Console, Google Business Profile, and more…

   #4 on May 9, 2026zapdigits.ai1 maker
3. 3

   3. Voker

   158 upvotes

   The Agent Analytics Platform for AI Product Teams

   Voker is the Agent Analytics Platform for AI product teams. It gives you the usage behavior and agent performance insights you need to monitor and optimize your production agents at scale. Install the lightweight, provider agnostic SDK…

   #9 on May 19, 2026YC S24voker.ai1 maker, 1 with an email
4. 4

   4. Mixpanel Headless

   130 upvotes

   Programmatic access to product analytics for agents and devs

   Mixpanel Headless is a Python SDK that makes the entire product surface programmable, so agents and devs can dig into data without leaving their IDE.

   #8 on May 21, 20261 maker
5. 5

   5. DodoForm

   127 upvotes

   Turn talking, pics, or scribbles into clean, structured data

   Voice, photos, messy notes — DodoForm turns however people communicate into clean structured data. 100+ templates, AI-powered analytics, native integrations, and branded forms. Done in seconds, not minutes. 14-day Pro trial, no card.

   #10 on May 26, 2026dodoform.com
6. 6

   6. Databerry

   111 upvotes

   Track all your business data in a single dashboard

   Track revenue, analytics, meetings, and more from a single dashboard. Connect Stripe, PostHog, Calendly and other tools in minutes.

   #10 on May 25, 2026databerry.app1 maker
7. 7

   7. TrafficClaw

   108 upvotes

   Have a conversation with your SEO & analytics data

   Your traffic dropped. Google Analytics says nothing useful. Search Console shows graphs. Cool. Now what? TrafficClaw lets you just ask - "Why did my traffic drop?" and actually get an answer. Backed by your real data, not some generic…

   #8 on May 1, 2026trafficclaw.com1 maker, 1 with an email
8. 8

   8. Known Agents

   94 upvotes

   Track the bots and AI agents crawling your website

   Known Agents is "Google Analytics for bots". AI agents, crawlers, and scrapers are now half of your website's traffic, and they're becoming more important to your business every day. They're silently buying your products, reading your…

   #17 on May 11, 2026knownagents.com1 maker, 1 with an email
9. 9

   9. Bruin

   84 upvotes

   The AI data agent that collaborates with your team

   The AI Data Agent that lives, breathes, and collaborates with your team. A data analyst agent that integrates into your Slack, Teams, etc. and built on top a strong context & semantic layer using Bruin's very own open-source tools or from…

   #40 on May 11, 2026getbruin.com1 maker, 1 with an email
10. 10

    10. Seemore Data

    83 upvotes

    40% autonomous cost reduction on Snowflake environments

    Seemoredata is a data context engine with trained agents and algorithms that identify cost performance and workload inefficiencies and automatically enforce the fix with Guardrails. Currently delivering an average of 40% cost…

    #20 on May 6, 2026seemoredata.io1 maker, 1 with an email
11. 11

    11. Cosmic Insights

    75 upvotes

    Cookieless web analytics built into your CMS

    Most CMS + analytics setups are two systems duct-taped together. You ship content, then squint at a separate dashboard trying to match slugs to posts. Cosmic Insights fixes that. Cookieless web analytics built directly into Cosmic. Every…

    #27 on May 19, 2026
12. 12

    12. Mitzu

    30 upvotes

    Agentic product analytics that runs on your data warehouse

    Mitzu is an agentic product analytics platform that runs on your data warehouse — built to answer the why, not just the what. Ask complex questions like "why did week-2 retention drop?" and the Analytics Agent investigates across funnels…

    #22 on May 21, 2026mitzu.io1 maker, 1 with an email
13. 13

    13. ResearchOS

    19 upvotes

    AI-native end-to-end market research

    Most AI research tools only handle one piece of the puzzle. ResearchOS is the first true AI-native end-to-end market research platform. From raw client brief → scoped proposal, smart questionnaire, sample targeting, data collection, AI…

    #34 on May 21, 20261 maker
14. 14

    14. Sleek Analytics

    16 upvotes

    Privacy-first Google Analytics alternative for modern web

    Sleek Analytics is a privacy-first Google Analytics alternative for the modern web. Real-time website analytics, cookieless tracking, and fast dashboards.

    #6 on May 30, 20261 maker
15. 15

    15. Sakyura

    12 upvotes

    See who AI recommends in your category

    Sakyura measures how often your brand is cited by ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews — every day. See competitor share of voice, auto-generate fix-it content, and track AI-driven traffic in one tool.

    #11 on May 2, 20261 maker
16. 16

    16. Mirage Analytics

    11 upvotes

    Web analytics plateforme with heatmaps and session replay.

    Mirage Analytics is a GDPR-compliant web analytics solution that helps teams understand their full traffic without consent banners or complex setup. It captures 100% of visitors in real time and includes a clear dashboard with session…

    #33 on May 22, 2026mirage-analytics.com1 maker
17. 17

    17. SirDash.ai

    11 upvotes

    Ask your data anything. Get answers, not tickets.

    SirDash transforms natural language into semantic business reasoning across fragmented enterprise databases. Unlike traditional BI or text to SQL tools, SirDash generates a governed semantic layer, enriches metadata automatically, and…

    #38 on May 21, 2026sirdash.ai1 maker, 1 with an email
18. 18

    18. Gossipic

    10 upvotes

    Be the brand AI recommends

    As AI replaces Google, your brand needs to show up in ChatGPT, Perplexity, Gemini & more. Gossipic is the only GEO platform that doesn't just track your AI visibility it analyzes every response and gives you simple daily tasks to improve…

    #22 on May 17, 2026gossipic.com1 maker, 1 with an email
19. 19

    19. AppStoreStatistics

    7 upvotes

    App Store Analytics, revenue signals and ASO data

    Get access to powerful App Store analytics, ASO tools, competitor insights, trending apps, and historical performance data — all in one platform. Everything you need to grow your apps for a one-time payment of just $19.99.

    #23 on May 17, 2026appstorestatistics.com1 maker, 1 with an email
20. 20

    20. Azmth CMS

    6 upvotes

    AI calls in Hindi, Bengali & 8 more Indian Languages.

    Automate outbound and Inbound calling using our comprehensive AI Call Management System with Indic languages and supports marketplace to bur local and International market. We have introduced features like 'Weekly Schedule' which help…

    #38 on May 1, 20261 maker
21. 21

    21. Apollo Deploy

    4 upvotes

    Ship releases faster. Control risk in real time.

    AI is shipping code faster than ever. Most teams are still flying blind during rollouts.Apollo Deploy delivers real-time release intelligence. It aggregates live signals from Sentry and your SDK telemetry, detects anomalies as they…

    #30 on May 3, 2026
22. 22

    22. Recoonlytics

    4 upvotes

    Fastest AI cleaning and analyzing platform

    Recoonlytics helps you clean, organize, and analyze messy spreadsheets using AI. Upload CSV or Excel files to automatically fix formatting issues, remove duplicates, detect missing values, and generate useful insights in seconds. Built…

    #36 on May 17, 20261 maker
23. 23

    23. Sales Pulse Dashboard

    4 upvotes

    Dark-themed analytics dashboard for WooCommerce stores

    WooCommerce store owners waste time clicking through multiple pages just to see basic sales numbers. Sales Pulse Dashboard solves this — see all your key metrics in one beautiful dark-themed screen: - Total Sales, Orders, Customers -…

    #25 on May 2, 20261 maker
24. 24

    24. Il Frullatore Carlà (Buffett-style App)

    4 upvotes

    A revolutionary app: a Buffett-style analysis in two minutes

    My app is built on a proprietary system that incorporates over 35 years of analytical methodology. The quality of the output depends by skills that require decades of practical experience to develop. “Anyone can ask a general-purpose AI…

    #16 on May 2, 20261 maker
25. 25

    25. Loopnote

    4 upvotes

    Behavioral feedback widget that asks the right question

    Most feedback tools ask everyone the same question. Loopnote doesn't. The Neural Logic Engine analyses 20+ real-time behavioral signals — scroll depth, rage clicks, dwell time, cursor movement — and selects the one question most likely to…

    #38 on May 16, 20261 maker

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 May 2026 and ranks them by their upvotes. It refreshes daily.

• Best Productivity Tools214
• Best Design Tools76
• Best Open Source Tools67
• Best Developer Tools58
• Best Mac Apps46
• Best Android Apps37
• Best Marketing Tools38
• Best AI Tools41
• Best SaaS Tools27
• Best iOS Apps23
• Best APIs36
• Best Chrome Extensions28
• Best Health & Fitness Apps23
• Best Social Media Tools13
• Best Sales Tools20
• Best Fintech Tools25

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

What was the top Analytics launch of May 2026?

SpotsNow ("Track who's advertising across podcasts w/ campaign insights"), with 472 upvotes on May 28, 2026, where it finished #2 of the day.

How many Analytics Tools launched in May 2026?

27 on Product Hunt, with 1,780 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 (22 makers across this list). Junior adds their verified work emails, LinkedIn and X profiles for subscribers.