
UserGuiding
Appcues
Userlane
Userpilot
Usetiful
Chameleon
HelpHero
Turbo-charge your user onboarding and convert more customers

HockeyStack
Google Analytics
Content Analytics by Dreamdata
Attributer
Mixpanel
Rockerbox
Bizible
Multi-touch attribution that shows the model behind the number. 8 models compared side-by-side, a SQL-like DSL to write your own, and open-source SDKs for Ruby, Node, Python, and PHP. Runs server-side. Your data, not theirs.

Which is more popular?
Based on our record, Userflow seems to be more popular. It has been mentioned 8 times since March 2021.
Website, pricing, platforms and company facts side by side.
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|---|---|---|
| Website | userflow.com | mbuzz.co |
| Pricing | ||
| Platforms | — | |
| Company | Startup from the United States | Startup from Australia · 1 - 9 employees · 2026 |
| Listed in |
In their own words, as submitted to SaaSHub.


No description of Userflow yet.
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...
What each product offers, as listed by its team.


Possible disadvantages
An editorial look at what each product does well and who it suits.


Overall verdict
Why this product is good
Recommended for
Userflow is ideal for product managers, customer success teams, and growth-focused SaaS companies that need to improve user onboarding, reduce churn, and enhance user engagement through personalized, in-app guidance.
Overall verdict
Why this product is good
Recommended for
How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing Userflow and mbuzz.co.
mbuzz.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.
mbuzz.co's answer:
Dreamdata, HockeyStack, and Northbeam all ship with a proprietary "data-driven" model you can't see inside. You pay $1,400–$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 $1–100M company spending $20K–$1M a month on ads, that's the difference between renting an attribution tool and owning an attribution stack.
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 $20K–$1M a month on paid media. Specifically the ones who've stopped trusting their dashboard — who want to audit the math themselves, not hear "trust our algorithm."
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 — 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.
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.
Share your experience with using Userflow and mbuzz.co. For example, how are they different and which one is better?
External articles and on-site reviews we used to compare the two products.


Taking a similar approach to UserGuiding, Userflow adds pop-ups, hotspots, checklists and other features on top of web app screens to guide the newcomer through the main product features. You must first install...
We have no reviews of mbuzz.co yet. Be the first one to post
Recommendations tracked on public social media and blogs since March 2021.


Are you able to share the main differences between yourselves and Userflow (https://userflow.com/)? Watching the video looked pretty similar. - Source: Hacker News / over 3 years ago
Last week I had the opportunity of talking to another great founder. Esben Friis-Jensen is the cofounder of Userflow and his company has a multimillion-dollar annual revenue with just 3 employees. Source: about 4 years ago
I’ve just put https://userflow.com/ into our product and I love it. We are bootstrapping - they have a bootstrappers plan $100/mo, a cost for onboarding I was happy to pay. Source: over 4 years ago
Tracking mbuzz.co since Apr 2026.
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