mbuzz.co
Google Analytics
Mixpanel
HockeyStack
Rockerbox
Triple Whale
Attributer
Digital Analytics
PulsePanda.dev
Userpilot
Hotjar
Usersnap
Canny.io
ClickTale
FullStory
Google Analytics
mbuzz is multi-touch attribution for technical marketers who've stopped trusting their dashboard. Here's the thing nobody selling you attribution wants to say out loud: every tool runs a model under the hood, and the number it reports isn't "the data." It's that model's opinion of the data. Same touchpoints, different model, completely different "best channel."
mbuzz runs eight of them at once. First-touch, last-touch, linear, time-decay, position-based, Markov, Shapley, data-driven. You can compare them, argue with them, and write your own in a SQL-like DSL if none of the stock eight fit how your business actually works.
PulsePanda is an all-in-one product analytics platform for SaaS teams tired of duct-taping their stack together. Understanding your users usually means paying for a separate tool for every question: one for web analytics, another for session replay, a third for heatmaps, more for surveys, feedback boards, and announcements. Each adds its own tracking script, dashboard, login, and invoice. PulsePanda replaces that tangle with one workspace and one integration.
At its core is privacy-conscious web analytics showing who visits, where they come from, and how they move through your product. Funnel analysis reveals exactly where users drop off and quantifies the impact of every fix you ship.
To understand the "why" behind the numbers, session replay lets you watch real sessions and spot friction, confusion, and rage-clicks. Heatmaps aggregate behavior across visitors, showing what people click, how far they scroll, and what they ignore.
Where most tools stop at observation, PulsePanda lets you talk to users directly. Surveys and forms support both standalone and inpage embeds โ capture leads, run NPS, validate ideas, or collect feedback anywhere. Feedback popups trigger the right question at the right moment. Public voting boards let users submit and upvote ideas so your roadmap evolves with them. And announcements close the loop, telling users about the features they asked for, right inside your product.
The thread tying it together is consolidation. Every module shares one workspace, so quantitative data and qualitative feedback live side by side. Spot a funnel drop-off, watch the replays, survey those users, ship a fix, and announce it โ without leaving PulsePanda or stitching together five tools. One script, no performance penalty.
Built for founders, PMs, growth teams, and designers who want the full picture โ the what and the why โ in one place, at a fraction of the cost and complexity.
mbuzz.co PulsePanda.devmbuzz.co's answer
Every attribution tool runs a model under the hood and reports its number like it came from physics. mbuzz is the only one that shows the model. Eight of them side by side, plus a SQL-like DSL to edit or write your own. You stop arguing about which channel works and start arguing about which model you should trust.
PulsePanda.dev's answer:
PulsePanda brings web analytics, session replay, heatmaps, funnels, surveys, forms, voting boards, feedback popups, and announcements into a single workspace โ set up with one integration. No need for 5 different tools.
mbuzz.co's answer
Dreamdata, HockeyStack, and Northbeam all ship with a proprietary "data-driven" model you can't see inside. You pay $1,400โ$5,000 a month to trust their math. mbuzz runs eight models you can inspect, lets you edit the logic in a SQL-like DSL, keeps your data exportable on every plan, and starts at $0. For a $1โ100M company spending $20Kโ$1M a month on ads, that's the difference between renting an attribution tool and owning an attribution stack.
PulsePanda.dev's answer:
You do not need to put different sdks for different tasks. One lightweight sdk handles all the features.
mbuzz.co's answer
Technical marketers, marketing ops, growth engineers, and data-savvy CMOs at startups and mid-market SaaS, DTC, fintech, and healthtech companies spending $20Kโ$1M a month on paid media. Specifically the ones who've stopped trusting their dashboard โ who want to audit the math themselves, not hear "trust our algorithm."
PulsePanda.dev's answer:
A product manager or performance marketer who requires session replay, heatmaps, web page load times, geographic data, forms, surveys, announcements, voting board and much more.
mbuzz.co's answer
Years of wrestling with the limitations of various existing solutions, platform-inflated ROAS, and enterprise attribution tools that cost more than the budgets they were measuring. Every tool I tried picked one model and hid the math. I wanted to compare models, argue with them, and write my own rules โ so I built one. mbuzz is the attribution platform I wished existed when I was trying to explain channel performance to a CFO who didn't believe the Meta pixel.
PulsePanda.dev's answer:
I'm the maker of PulsePanda. We got tired of juggling separate subscriptions for analytics, session replay, surveys, and feedback boards โ so we put them all in one workspace behind a single integration. The goal: everything you need to understand and talk to your users, without the tool sprawl. Would genuinely love your feedback and feature requests. Log into pulsepanda.dev
mbuzz.co's answer
Ruby on Rails (backend + dashboard), PostgreSQL, Sidekiq for background jobs, Stimulus/Turbo for the frontend. Open-source SDKs in Ruby, Node, Python, and PHP. Deployed via Kamal on DigitalOcean.
PulsePanda.dev's answer:
VanillaJs for SDK, React for FE & Golang for BE
PulsePanda.dev's answer:
Google Analytics - Improve your website to increase conversions, improve the user experience, and make more money using Google Analytics. Measure, understand and quantify engagement on your site with customized and in-depth reports.
Userpilot - Product user experience software for product & UX teams
Mixpanel - Mixpanel is the most advanced analytics platform in the world for mobile & web.
Hotjar - The #1 Leader in Heatmaps, Recordings, Surveys & More. Sign up for a 15-day free trial and start learning from real user behavior today!
HockeyStack - Not just another simple analytics tool.
Usersnap - Usersnap is a customer feedback software for SaaS companies that need to constantly improve and grow their products.
