---
title: Coefficient Reviews
meta_title: 'Coefficient Reviews 2026: Details, Pricing, & Features | G2'
meta_description: Filter 195 reviews by the users' company size, role or industry
  to find out how Coefficient works for a business like yours.
aggregate_rating:
  rating_value: 4.7
  review_count: 195
  scale: '5'
date_modified: '2026-08-07'
parent_category:
  name: Marketing
  url: https://www.g2.com/categories/marketing
---


# Coefficient Reviews
**Vendor:** Coefficient  
**Category:** [Marketing Analytics Software](https://www.g2.com/categories/marketing-analytics)  
**Average Rating:** 4.7/5.0  
**Total Reviews:** 195
## About Coefficient
Coefficient is a new way to work with your company data better, faster, and more accurately without ever leaving your spreadsheet, integrating with the tools you already use. Install the Coefficient Excel or Google Sheets extension and use it in a new or existing sheet in seconds. Once installed, Coefficient lives as a sidebar companion so your company data is only a couple of clicks away at any time. Any data source that you work with is available directly in your Coefficient sidebar – such as Salesforce, HubSpot, Snowflake, NetSuite, QuickBooks, MySQL, and Looker – with the ability to consolidate your data from multiple systems into one spreadsheet. Use Coefficient filters to easily customize your imports to only work with the data you need, keeping your spreadsheets performant. Quickly go back anytime to add more data in the same report. Never rebuild the same analysis twice by keeping your data up to date with scheduled updates. And, use Coefficient alerts to trigger Slack or email messages anytime your spreadsheet updates. Now, you can turn your spreadsheet into the most flexible, powerful monitoring system across all of your company data. Say “goodbye” to manual data workflows and “hello” to connected spreadsheets.



## Coefficient Pros & Cons
**What users like:**

- Users appreciate the **ease of use** with Coefficient, enjoying seamless data extraction and hassle-free connectivity. (111 reviews)
- Users love the **automation capabilities** of Coefficient, which simplify data integration and save significant time. (61 reviews)
- Users appreciate the **seamless integrations** of Coefficient, effortlessly syncing data between Salesforce, QuickBooks, and Google Sheets. (47 reviews)
- Users love the **easy integrations** of Coefficient, drastically improving workflow and enabling hassle-free data syncing. (42 reviews)
- Users enjoy the **time-saving automation** of Coefficient, regaining hours each week with effortless data management. (42 reviews)
- Users find the **easy setup** of Coefficient enhances functionality, streamlining data handling significantly for better productivity. (38 reviews)
- Users appreciate the **seamless data integration** capabilities of Coefficient, enhancing efficiency and automating reports effortlessly. (35 reviews)
- Efficiency (30 reviews)
- Time-Saving (30 reviews)
- Reporting (29 reviews)

**What users dislike:**

- Users find the **feature limitations** of Coefficient frustrating, especially with filtering and data formatting issues. (33 reviews)
- Users face **limited features** with Coefficient, particularly regarding filter and import restrictions compared to Google Sheets. (21 reviews)
- Users are dissatisfied with the **missing features** in Coefficient, such as limited filter options and inadequate chart integration. (15 reviews)
- Users face **filter limitations** in Coefficient, impacting their ability to manage data efficiently across imports. (14 reviews)
- Users face **integration issues** with Coefficient, particularly lacking essential features and facing frustrating import formats. (13 reviews)
- Users report **data management issues** in Coefficient, including limitations with data range and performance slowdowns. (11 reviews)
- Users find Coefficient **expensive** , especially for non-profits, and desire a more capable free version. (11 reviews)
- Users find the **importing issues** frustrating, particularly the extra row complicating data filtering and updates. (9 reviews)
- Users experience **slow loading times** , especially with large data sets, leading to frequent freezes and interruptions. (9 reviews)
- Slow Performance (9 reviews)

## Coefficient Reviews
  ### 1. GAME CHANGER

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Broadcast Media | Mid-Market (51-1000 emp.)

**Reviewed Date:** January 27, 2026

**What do you like best about Coefficient?**

Easy to use for a very painful use case ! Changed my BI analysis for ever

**What do you dislike about Coefficient?**

Everything is perfect on our side! Nothing to change for our use case

**What problems is Coefficient solving and how is that benefiting you?**

Pulling HubSpot (CRM) data automatically into Google Sheet models

**Official Response from Hannah Recker:**

> GAME CHANGER is our favorite kind of review 😄 Thanks so much for sharing. Thrilled to hear Coefficient made BI analysis easier and that HubSpot data flowing automatically into Google Sheets has been such a win for your team! -Hannah

  ### 2. Best and fastest way to sync databases or tools with Google Sheets.

**Rating:** 5.0/5.0 stars

**Reviewed by:** Meenakshi P. | Strategy &amp; Operations Analyst, Mid-Market (51-1000 emp.)

**Reviewed Date:** May 14, 2025

**What do you like best about Coefficient?**

I like the idea of having a tool which automatically sync data between databases and Google Sheets. No more downloading/ Uploading, spending time on analysing or manipulating data. I directly linked it to Looker, and the time I used to spend without using Coefficient for my tasks has been reduced by 5 times. It automatically links and provides many more customisation features. I can setup sync schedule and also alerts, which is great.

**What do you dislike about Coefficient?**

So far, there is nothing that I dislike. It's just that under sync schedule, we can add more options like sync every month/quarter.

**What problems is Coefficient solving and how is that benefiting you?**

It allows us to pull data into Google sheets and set up alerts for metrics when they drop below the target which we can not do with our current BI tool.

**Official Response from Hannah Recker:**

> Thank you for the awesome review, Meenakshi! 🙌 I love hearing how Coefficient is saving you some serious time and extending features like alerts to you that weren't possible with your existing tech stack.

Sounds like you’re putting Coefficient to work exactly as intended! I'll pass your note on expanding the sync schedule options to the product team.

Would love for you to join us in our community at coefficient.io/community 🌀 -Hannah

  ### 3. Seamless Salesforce Updates Directly from Google Sheets

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Non-Profit Organization Management | Small-Business (50 or fewer emp.)

**Reviewed Date:** April 20, 2026

**What do you like best about Coefficient?**

I like that I am able to update Salesforce through Google Sheets.

**What do you dislike about Coefficient?**

Overall, I don't really have any dislikes.

**What problems is Coefficient solving and how is that benefiting you?**

It's great at using it to make live dashboards from SF reports.

**Official Response from Hannah Recker:**

> Thanks for the review! Glad to hear updating Salesforce directly from Google Sheets has been helpful, and that you’re building live dashboards off your SF data. Appreciate you sharing! -Hannah

  ### 4. Seamless Salesforce-Gsheet Integration with Outstanding Support

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.)

**Reviewed Date:** December 09, 2025

**What do you like best about Coefficient?**

Seamless integration between Salesforce and Gsheet
Customer support is fast, friendly and very helpful!
Really easy to use and adopt!

**What do you dislike about Coefficient?**

I would really appreciate having some data transformation features, such as the ability to automatically convert imported data into a preferred format. For example, it would be helpful if I could change date formats from MM/DD/YYYY to DD/MM/YYYY without having to manually adjust this in the destination source.

**What problems is Coefficient solving and how is that benefiting you?**

This is a detailed review focusing on sales performance and tracking. I examine how effectively the system monitors sales activities and provides insights into performance metrics.

**Official Response from Hannah Recker:**

> Thanks for the thoughtful review! We’re so glad to hear Coefficient has made your Salesforce-to-Google Sheets workflow seamless and that our support team has been quick and helpful along the way. 🙌

We also really appreciate your suggestion about built-in data transformation options like automatic date formatting. That’s great feedback and something we might just have something coming for to help! -Hannah

  ### 5. Easy to set-up, powerful to use

**Rating:** 5.0/5.0 stars

**Reviewed by:** Eric R. | Club Secretary and IT Administrator, Small-Business (50 or fewer emp.)

**Reviewed Date:** March 17, 2025

**What do you like best about Coefficient?**

We looked at Coefficient because the Membership system we are using for the Cambridge 50+  Woodworkers club is great but is very weak on reporting, and we need a fast way to get our data out of our MySQL Db and into Excel.  We were impressed with what we found.  

The installation was seamless. Once we entered our Db credentials, we connected securely and could see our tables.  Once we selected our tables, the import into Excel was very efficient.  Our Db is small, the largest table only has about 5,000 rows, but we were still surprised that the import time just took just a few seconds. 

With the tables in Excel, we were now able to create the relationships we needed and start developing our reports. The process from getting set up to seeing our first report took less than a day.

We scheduled daily refreshes so that we knew that our reports would be accurate up to the day prior which is more than adequate for our needs.  

Before retirement I worked in the design and development of enterprise  e-commerce systems.  There were times we could have really used a product like Coefficient to be able to produce ad-hos reports quickly.  I highly recommend this product.

**What do you dislike about Coefficient?**

As with any product, there are downsides, but I can honestly say that to date, we have not found any .  I suspect we might run into something, but for now it's up and running smoothy and have had no issues.

**What problems is Coefficient solving and how is that benefiting you?**

Our Membership System has very poor reporting and we needed a fast, easy way to bring our data in to Excel to allow us to develop the reports we need.

**Official Response from Hannah Recker:**

> Eric, it's so great to hear you've had such a good experience with our MySQL connector for Excel! Thanks for sharing your story. I also WISH that something like Coefficient had been around my entire career. It's definitely one of those... "where has this been all my life" kind of tools! -Hannah

  ### 6. Super easy to use, I love it!

**Rating:** 5.0/5.0 stars

**Reviewed by:** Alberto C. | Semi senior IT Analyst, Mid-Market (51-1000 emp.)

**Reviewed Date:** December 10, 2025

**What do you like best about Coefficient?**

It’s very easy for new users to adopt. It solves complex Salesforce query problems in an impressive way, and it allows me to work seamlessly between Salesforce and Excel.

**What do you dislike about Coefficient?**

I don’t like that it’s a paid tool, and sometimes it doesn’t clearly show the exact Salesforce error message.

**What problems is Coefficient solving and how is that benefiting you?**

It helps me accomplish my daily tasks.

**Official Response from Hannah Recker:**

> Really appreciate your review, Alberto! Thank you for your support. Awesome to see you're seeing big value in the tool! -Hannah

  ### 7. Really helpful for big data. Easy to refresh data.

**Rating:** 4.5/5.0 stars

**Reviewed by:** Cyrus S. | FP&amp;A Associate, Enterprise (> 1000 emp.)

**Reviewed Date:** September 11, 2025

**What do you like best about Coefficient?**

Able to pivot the data and pull 100K rows within google sheets. And once its set up you can easily refresh.

**What do you dislike about Coefficient?**

Ran into some bugs, but the Coefficient team was very responsive and was able to fix the bugs.

**What problems is Coefficient solving and how is that benefiting you?**

Allows me to pull larger data and spits the data out in an easy to use format. Integrates easily into my models.

**Official Response from Hannah Recker:**

> Love to hear Coefficient has been super helpful for your FP&A workflows, Cyrus! Our support team always impresses me, so not surprised to hear they were able to help you out quickly! Appreciate your review, always here on the other side if you ever have any product feedback or requests! -Hannah

  ### 8. Effortless Salesforce Integration and Data Import

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Logistics and Supply Chain | Enterprise (> 1000 emp.)

**Reviewed Date:** December 01, 2025

**What do you like best about Coefficient?**

It is a very easy way to push data into salesforce and import reports from Salesforce.

**What do you dislike about Coefficient?**

Sometime it does not work and you have to start it all over again which wastes time

**What problems is Coefficient solving and how is that benefiting you?**

It is an easy way to push data to Salesforce and also to bring your reports to google sheets to do analysis.

**Official Response from Hannah Recker:**

> Thanks so much for the great review! We’re thrilled to hear Coefficient is helping you automate reports and create dashboards that bring your Salesforce data to life. 🙌

Appreciate you mentioning the occasional hiccup, too. We are actively working to make these moments more rare!

Thanks again for sharing your experience! -Hannah

  ### 9. Consistent performance improving analytics efficiency for my team

**Rating:** 5.0/5.0 stars

**Reviewed by:** Ashley R. | Director Project Management, Mid-Market (51-1000 emp.)

**Reviewed Date:** June 09, 2025

**What do you like best about Coefficient?**

Coefficient allows me to link data across different platforms enabling real-time analytics. It is user friendly and the performance is consistent which gives me more time to focus on other tasks, not having to repair data linkers that break intermittently.

**What do you dislike about Coefficient?**

It would be nice if data refresh could go down to 30min or even 15min intervals. I currently only see options to the hour, but this is not a deal breaker.

**What problems is Coefficient solving and how is that benefiting you?**

Allowing me to reformat data from sources during import so I don't need to manipulate it manually before or after. Consistently performs data imports so there are minimal manual triggers required.

**Official Response from Hannah Recker:**

> Thank you Ashley for the great review! We’re thrilled Coefficient is helping streamline your analytics and saving you time. Appreciate the suggestion on shorter refresh intervals. We’ve noted this to our product team. So glad to hear the consistent performance is making a difference for your team!

  ### 10. From No-Code Win to Pricing Trap

**Rating:** 2.5/5.0 stars

**Reviewed by:** Verified User in E-Learning | Small-Business (50 or fewer emp.)

**Reviewed Date:** January 06, 2026

**What do you like best about Coefficient?**

We took the bait and leveraged Coefficient to create several no-code solutions.  Solution was easy to integrate and solved a few immediate needs.

**What do you dislike about Coefficient?**

The low barrier to entry has now turned into a month over month escalation with some requiring 150% increases in pricing.   Functionality was disabled until we surrendered to new contract terms and a healthy fee.

**What problems is Coefficient solving and how is that benefiting you?**

Helps us use information in Tableau to trigger and manage parts of our business.

**Official Response from Hannah Recker:**

> Thank you for sharing your experience. We really appreciate the candid feedback. And, we’re glad Coefficient was able to help you quickly build no-code solutions and address immediate needs, especially with Tableau-driven workflows.

I'm genuinely sorry for the frustration around pricing. Some advanced connectors and capabilities (like Tableau) are part of our Enterprise offering. Lack of clarity here is fair feedback and is something we’re consistently working to improve so users aren’t caught off guard! -Hannah

  ### 11. Coefficient is your best friend for working out of sheets

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.)

**Reviewed Date:** July 16, 2025

**What do you like best about Coefficient?**

Love that it maintains the setup of a sheet as you add in additional columns for formulas and will carry the formulas to any additional lines that get added as you refresh your data.

**What do you dislike about Coefficient?**

We have had issues with the formulas carrying into all of the lines on some sheets, but they are rather large data sets, and it has not been a consistent problem.

**What problems is Coefficient solving and how is that benefiting you?**

We currently don't have an internal BI tool, so all of our major reporting happens in Sheets. Coefficient has taken a lot of the burden and inefficiency that can come with working out of Sheets off. Love that it can be set to automatically refresh at whatever desired frequency.

**Official Response from Hannah Recker:**

> Thanks so much for the thoughtful review! We’re glad to hear Coefficient has become your go-to sidekick in Sheets, especially for keeping formulas intact and automating data refreshes.

We really appreciate the note about formula carryover with large datasets. That kind of feedback is exactly what helps us keep improving.

It’s awesome to hear Coefficient is helping you run major reporting workflows without the need for a full BI tool atm. Thanks for being part of the journey! 🌀 -Hannah


  ### 12. Great for interdepartamental excel sheets - bit annoying to sort it out

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.)

**Reviewed Date:** April 29, 2025

**What do you like best about Coefficient?**

I've been using Coefficient for collaboration across departments, and it's been really helpful. Having all our data in a single Excel sheet that's always updated makes it easy for different teams to stay aligned (marketing-sales mostly). It’s simple to use, and the automatic updates save a lot of time

**What do you dislike about Coefficient?**

While Coefficient is great for centralizing data, it does have a bit of a downside. The data comes in a format that’s not always ideal, so you end up needing quite a few formulas to rearrange it into the structure you want—whether that's adjusting columns, rows, or KPIs.

**What problems is Coefficient solving and how is that benefiting you?**

Coefficient solves a big issue of having a clear overview of data across all departments. Instead of having data scattered in different places, it brings everything together in one spot, making it easier to track performance and keep everyone on the same page. It's a useful tool for getting a comprehensive view of how different teams are performing.

**Official Response from Hannah Recker:**

> Thanks so much for the thoughtful review! We love hearing how Coefficient is helping you keep marketing and sales aligned and making your cross-team collaboration smoother.

Appreciate you sharing some detail around the formatting quirks you've experience. We just launched a user community and it's very likely someone has run into this before and has worked through it and landed on a better experience. At minimum, if it's something that is 100% on our end that can't be worked around, we also have a feature request channel in the community as well! 

We'd love for you to pop in and join; we'd be happy to provide useful tips and tricks to help smooth your workflows as best as we can. Dropping our community link join here.

-Hannah

  ### 13. Amazingly useful and easy to use

**Rating:** 5.0/5.0 stars

**Reviewed by:** Yann Herve Francois d. | Sales Operation Specialist, Mid-Market (51-1000 emp.)

**Reviewed Date:** September 15, 2025

**What do you like best about Coefficient?**

It simplifies complex actions and guides you, shows you best practices and much more

**What do you dislike about Coefficient?**

Nothing ! I can just say its not free but the price is totally worth it

**What problems is Coefficient solving and how is that benefiting you?**

To be able to act upon data in a collaborative way

**Official Response from Hannah Recker:**

> Hi Yann, I'm super happy to hear you've simplified some of our sales ops data workflows and are able to collaborate more effectively with your team! Thanks so much for taking the time to leave a review. -Hannah

  ### 14. Great quick connection for Smartsheet report and sheet export

**Rating:** 4.0/5.0 stars

**Reviewed by:** Kevin M. | Logistics Coordinator, Small-Business (50 or fewer emp.)

**Reviewed Date:** September 25, 2025

**What do you like best about Coefficient?**

Being able to use on the free version and ease of use.

**What do you dislike about Coefficient?**

Somewhat expensive for our non-profit team to use.

**What problems is Coefficient solving and how is that benefiting you?**

Being able to export a Smartsheet report to Google Sheets repeatably with correct formatting

**Official Response from Hannah Recker:**

> Thanks so much for the review! We’re glad to hear Coefficient is making it easy to export Smartsheet reports into Google Sheets with the right formatting and that even the free version has been useful for your team.

We completely understand the budget considerations for nonprofits and appreciate you sharing that perspective. We do offer a non-profit discount that our sales team can add to your account if you reach out to sales@coefficient.io.

Thanks again for taking the time to share your experience!

-Hannah

  ### 15. Great Product!

**Rating:** 5.0/5.0 stars

**Reviewed by:** Ryan M. | Head of Finance, Small-Business (50 or fewer emp.)

**Reviewed Date:** September 17, 2025

**What do you like best about Coefficient?**

It connects from so many different data sources across our company. Every department uses it!

**What do you dislike about Coefficient?**

I can't think of any at this time. Really a great tool.

**What problems is Coefficient solving and how is that benefiting you?**

Loading my QuickBooks data and Inputs into Google Sheets.

**Official Response from Hannah Recker:**

> Thanks for the great feedback, Ryan! 🙌 Very cool to hear Coefficient is powering data workflows across your entire org. Sounds like it's a go-to tool for your team, and that makes us super proud. Let us know if you ever have any feedback. We're always here on the other side. -Hannah

  ### 16. Easy HubSpot Data Management in Google Sheets

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.)

**Reviewed Date:** January 13, 2026

**What do you like best about Coefficient?**

Primarily getting data from HubSpot with Coefficient. Absolute game changer being able to add/remove new data columns directly in Gsheets without needing to perform a HubSpot export each time.

Highly recommend if building live dashboards in Gsheets for whatever reason.

**What do you dislike about Coefficient?**

Pushing data back into HubSpot is a little less straightforward.

**What problems is Coefficient solving and how is that benefiting you?**

Operational efficiency

**Official Response from Hannah Recker:**

> Thanks so much for the review! We’re glad Coefficient has made working with HubSpot data in Google Sheets easier and more flexible. Appreciate the feedback on pushing data back into HubSpot too, that’s a core feature we’re always looking to improve. Thanks again for the recommendation! -Hannah

  ### 17. Automation Features Make This a Standout Tool

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Electrical/Electronic Manufacturing | Enterprise (> 1000 emp.)

**Reviewed Date:** October 28, 2025

**What do you like best about Coefficient?**

all the manual update work is automated and it is super friendly

**What do you dislike about Coefficient?**

I would prefer more flexibility, on the refresh option. It is great that data can be updated hourly. But for some reports I would like to have end date of the updates, like for Quarterly data. So I can set up the last working day of the Q, and allow for the data to not get changed any more.

**What problems is Coefficient solving and how is that benefiting you?**

removes manual work

**Official Response from Hannah Recker:**

> Thanks for the review! We’re so glad to hear Coefficient’s automation is saving you from all that manual updating, literally music to our ears. 🙌

We can actually support your need for flexibility with our Snapshots functionality. If you click on Automations on your home screen and then Data Snapshots, you can automatically store historical snapshots of data in your sheet! Hope this helps.

Thanks again for sharing your experience - we’re thrilled Coefficient is helping streamline your reporting!

  ### 18. Makes life easier: fills the gaps in the Sheets API

**Rating:** 5.0/5.0 stars

**Reviewed by:** JP A. | Marketing Operations, Mid-Market (51-1000 emp.)

**Reviewed Date:** December 20, 2024

**What do you like best about Coefficient?**

Coefficient has given me hours of my life back. I handle Marketing Ops at my company, which involves a good deal of ensuring that partners within the company and outside of it have the data they need in the tools they already use. An agency partner needed data in a spreadsheet; where we used to use clunky workarounds, Coefficient has enabled us to sync data from the CRM to the spreadsheet for the agency with a miniscule amount of setup. Worth every penny.

**What do you dislike about Coefficient?**

Tiny quibble, may be impossible to resolve: I wish Coefficient could create sheets synced from another tool (e.g., a CRM) without the blue Coefficient banner as the first row. Some products look for column headers in the first row, and they won't find them with the Coefficient banner there.

**What problems is Coefficient solving and how is that benefiting you?**

Coefficient is the best way to send data from a CRM to a Google sheet and keep it up to date. We use it only for that purpose and it works better than any alternative we've considered.

**Official Response from Hannah Recker:**

> Thanks a ton for your review! It's incredible to hear you've gotten hours back with your new Coefficient-powered workflows! Appreciate the feedback as well. You can always manually remove the banner row if you'd like for now! -Hannah

  ### 19. Great for Teams — Simple, Fast, and No Heavy Setup Needed

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Motion Pictures and Film | Enterprise (> 1000 emp.)

**Reviewed Date:** May 21, 2025

**What do you like best about Coefficient?**

Even if you're already familiar with spreadsheet formulas, Coefficient is super easy to pick up. It doesn’t take long to get used to, and it runs really smoothly even on laptops that aren't super powerful. I also like that you can keep everything in one file instead of juggling multiple tools. It’s a great way to get your team up and running without needing a lot of training or onboarding time.

**What do you dislike about Coefficient?**

The auto-refresh feature doesn’t always work when you use certain filters, and there’s no clear message explaining why it failed. It’d be helpful to have more detailed error messages so users aren’t stuck guessing. Also, I tend to build similar Looker setups across different spreadsheets, so having a way to copy and paste configurations or create reusable templates would save a lot of time.

**What problems is Coefficient solving and how is that benefiting you?**

I use Coefficient to pull in data and quickly create summaries that are easy to share with other teams. It helps centralize everything in one place, so I don’t have to jump between tools or manually update reports. It saves time, reduces errors, and makes it easier to share clear insights across the company.

**Official Response from Hannah Recker:**

> We really appreciate your review and feedback! For the error messaging, our Dev team is currently focused on leveling up there, so you should be experiencing improvements soon! If you're mentioning similar setups of your imports, you are able to save your imports as import templates. You can find the documentation here: https://help.coefficient.io/hc/en-us/articles/19984355531547-Import-Templates Thanks again for your thoughtful review! -Hannah

  ### 20. Makes linking Salesforce data extremely easy

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.)

**Reviewed Date:** July 29, 2025

**What do you like best about Coefficient?**

Automatic linking between Salesforce and Google sheets means it is easy to undertake analysis on Salesforce data that is continually updated

**What do you dislike about Coefficient?**

Not everyone at our organization is familiar with Coefficient and so when handing over analysis files it can be a pain to train them up on the software

**What problems is Coefficient solving and how is that benefiting you?**

Automatic data extraction to Google Sheets for further manipulation. It means we are always using the latest data from Salesforce and don't need to continue pdate Salesforce reports manually

**Official Response from Hannah Recker:**

> Thanks so much for the review! We're glad Coefficient is making it easy to keep your Salesforce data live and ready for analysis in sheets!

Totally understand the challenge of getting new teammates up to speed. For most that are just viewing reports based on Coefficient imports, they won't even need to know it's there, but it sounds like your team members are wanting to do some last mile analysis and other data pulls and workflows on their own? 

I'd definitely recommend having them join the Coefficient user community on Slack: https://coefficient.io/community It's a great resource for folks just getting started as well. We have users in the community that have built out internal documentation for their teams so they don't have to go through how their team leverages Coefficient over an over! We'd love to see you there! -Hannah

  ### 21. Automated Reports and Stunning Dashboards Made Easy

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Accounting | Mid-Market (51-1000 emp.)

**Reviewed Date:** November 25, 2025

**What do you like best about Coefficient?**

It helps me create automated reports connected to my business system, and it can also generate super useful dashboards to visualize numbers in an incredible way.

**What do you dislike about Coefficient?**

Sometimes he makes mistakes when passing on information or creating things.

**What problems is Coefficient solving and how is that benefiting you?**

It creates incredible reports and dashboards without having to create them daily; you can automate it.

**Official Response from Hannah Recker:**

> Thanks so much for the great review! We’re pumped to hear Coefficient is helping you automate reports and create dashboards that bring your data to life.

Appreciate you mentioning the occasional data hiccup, too. While those moments are rare, your feedback helps us continue tightening accuracy.

Thanks again for sharing your experience!

-Hannah

  ### 22. User Friendly

**Rating:** 4.0/5.0 stars

**Reviewed by:** Ana A. | Accounting Assistant, Mid-Market (51-1000 emp.)

**Reviewed Date:** August 01, 2025

**What do you like best about Coefficient?**

It was user friendly and customer support is very responsive.

**What do you dislike about Coefficient?**

Limited number of rows to import and sometimes when the data is large, it gets stuck.

**What problems is Coefficient solving and how is that benefiting you?**

Being a substitute to Importrange formula of google sheets.

**Official Response from Hannah Recker:**

> Thanks for the review, Ana! We’re glad to hear Coefficient has been a user-friendly alternative to IMPORTRANGE, and that our support team has been helpful along the way. Appreciate the heads-up on row limits and large imports getting stuck, we’re always working to improve performance for bigger datasets and have a big push on that this quarter. Thanks for sharing your experience! -Hannah

  ### 23. Works well for my team

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.)

**Reviewed Date:** July 15, 2025

**What do you like best about Coefficient?**

I’ve been using Coefficient to connect HubSpot and Google Ads data directly into Google Sheets, and it’s saved me a huge amount of manual work. Instead of exporting CSVs and cleaning them up every week, I have automated reports. Setup was straightforward. I linked our HubSpot account and pulled in pipeline and campaign data alongside Google Ads performance. Now I can build combined reports and see how marketing activities are impacting revenue in near real time. Love that you can feed reports/charts back into HubSpot as well. I like the flexibility for smaller teams.

**What do you dislike about Coefficient?**

I’ve noticed that large imports can slow down performance or occasionally timeout, sometimes it can fail altogether, when refreshing.

**What problems is Coefficient solving and how is that benefiting you?**

Easily pull data into spreadsheets.

**Official Response from Hannah Recker:**

> Thank you for the kind words! 🙌 We're so glad Coefficient is helping your team cut down on manual work and bring HubSpot and Google Ads data together seamlessly. Seeing how you're using it to connect campaign performance to revenue in real time—that’s exactly the kind of impact we hope to make. AND is exactly how we do it between for our own Ads campaigns between HubSpot and Google Ads! 

Appreciate the heads-up on refresh performance for larger imports, too. We're continuously working to improve stability and speed, especially for bigger datasets.

Thanks again for sharing your experience. We’re thrilled Coefficient is working well for your team! 🌀 -Hannah

  ### 24. Works very well for syncing QBO to Google Sheets

**Rating:** 5.0/5.0 stars

**Reviewed by:** Marlin S. | Executive Director, Small-Business (50 or fewer emp.)

**Reviewed Date:** April 16, 2025

**What do you like best about Coefficient?**

Coefficient makes it easy to sync QuickBooks reports into Google Sheets. From there I can use Google Sheets charts to visually display data. Compared to another sync service I have used I found this more intuitive and auto refresh workflows worked well. I only used auto-refresh on the trial period, because my use case does not justify a $50/month subscription.

**What do you dislike about Coefficient?**

I have not run into downsides yet. My use case is extremely simple with 4 or 5 QBO reports that I pull into Google Sheets. Doubtless, I would find some downsides if I used more of the features.

**What problems is Coefficient solving and how is that benefiting you?**

I can easily update reports with a single refresh rather than exporting and copying and pasting csv files. This could be automated with the paid version.

**Official Response from Hannah Recker:**

> So glad to hear that Coefficient has simplified your workflows, Marlin! Thanks for sharing your experience!

  ### 25. Seamless Experience, but Missing SFDC Chart Integration

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Security and Investigations | Mid-Market (51-1000 emp.)

**Reviewed Date:** October 16, 2025

**What do you like best about Coefficient?**

I like how seamless it is. I like the autorefresh, I like the link to the report, I like the connection.

**What do you dislike about Coefficient?**

Nothing! Actually, there might be one thing, I really like the charts from SFDC and I would like it to move over to sheets.

**What problems is Coefficient solving and how is that benefiting you?**

I need to pull all the open opportunities for the sales reps and I don't need to continually refresh, coefficient does that for me

**Official Response from Hannah Recker:**

> Thanks so much for the kind review! We’re thrilled to hear Coefficient is making your Salesforce reporting seamless with auto-refresh and easy connections. 🙌

On the charts piece, this would be amazing, you're right! Unfortunately, the Salesforce API only exposes the raw data, not the charts or dashboards themselves, so they can't be captured through the API. If this ever becomes available, we most certainly will add the capability!

Thanks again for sharing your experience!

-Hannah

  ### 26. Great Integration, But UI Needs Improvement

**Rating:** 3.5/5.0 stars

**Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.)

**Reviewed Date:** January 06, 2026

**What do you like best about Coefficient?**

Connecting platform we work with such as SF & Looker

**What do you dislike about Coefficient?**

UI could be improved to better navigate.

**What problems is Coefficient solving and how is that benefiting you?**

Automatically pulling data

**Official Response from Hannah Recker:**

> Thanks for the feedback! We’re glad Coefficient is helping you connect key platforms like Salesforce and Looker and automate your data pulls. That’s exactly the kind of workflow we aim to make easy!

We also appreciate the note on UI navigation. We're always improving here, and have some updates coming soon!

Thanks again for taking the time to share your experience! -Hannah

  ### 27. Reliable data syncs & updates for Salesforce and Google Sheets

**Rating:** 5.0/5.0 stars

**Reviewed by:** Colleen F. | VP Revenue Operations, Mid-Market (51-1000 emp.)

**Reviewed Date:** November 04, 2024

**What do you like best about Coefficient?**

1- Easy to use (the extension in Google Sheets is very intuitive)
2- Flexible settings to schedule updates (regular updates on set days or every few hours, also includes a snapshots option for historical purposes)
3- Report connections and settings can easily move to new sheets if you copy the sheet or tab, making it easy to keep what you've set up if you need the data in another sheet
4- Customer support is great

**What do you dislike about Coefficient?**

1- Cannot use 'POST' method in the connect any API tool
2- Can only schedule writebacks to Salesforce for updates, cannot do this for inserts (yet!)
3- not much else to dislike, great product!

**What problems is Coefficient solving and how is that benefiting you?**

Streamlines reporting by removing manual steps needed in other platforms. Other solutions typically require a manual action to update data sets, but with Coefficient we can set up scheduled updates on Salesforce records based on set criteria. The reporting itself is more flexible and very intuitive, and ensures we have the data we need available in sheets for teams to view and update.

**Official Response from Hannah Recker:**

> We really appreciate the review, Colleen! So happy to hear the tool has been simple to use and flexible for your needs! Our support team is great, aren't they?! We will continue to add new functionality at a rapid pace in our product, hopefully we'll catch all of your needs very soon! -Hannah

  ### 28. Streamlining HubSpot Data Integration with Coefficient

**Rating:** 4.5/5.0 stars

**Reviewed by:** Abhinav Kumar T. | Sales and Marketing Operations, Information Technology and Services, Small-Business (50 or fewer emp.)

**Reviewed Date:** August 28, 2024

**What do you like best about Coefficient?**

I am using extension, with a single click i can export / import details from hubspot

**What do you dislike about Coefficient?**

in extension if we add filtering of properties will be helpful

**What problems is Coefficient solving and how is that benefiting you?**

it saved my time in importing / exporting the data from hubspot.

**Official Response from Hannah Recker:**

> Hi Abhinav! We really appreciate your review. We're so happy to hear it's helped speed up your workflows between HubSpot and Google Sheets. Isn't it an incredible feeling to get that manual work out of the way? Tell me more about the pre-defined column headers? You are able to pick and choose the data you're pulling in and have the capability of filtering that data as well. I'd love to pass detailed feedback to our product team on what you're looking for! -Hannah

  ### 29. Nimble likes Coefficient

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Logistics and Supply Chain | Small-Business (50 or fewer emp.)

**Reviewed Date:** May 05, 2025

**What do you like best about Coefficient?**

I really like the seamless integration to pull live data from tools like Salesforce,  Google Analytics, and more directly into Google Sheets, without writing any code. That real-time connection is a game-changer for data analysts and operations teams.

**What do you dislike about Coefficient?**

While it supports many popular tools, some niche or industry-specific platforms aren’t integrated yet, and adding custom API connectors can be cumbersome for non-developers.

**What problems is Coefficient solving and how is that benefiting you?**

Benefit: With automatic data refresh and scheduled updates, your spreadsheet always reflects the latest numbers.
→ This ensures decision-making is based on real-time data without manual intervention.

**Official Response from Hannah Recker:**

> Thanks so much for the review! Coefficient likes Nimble, too! So glad you're able to both streamline workflows and decision-making! -Hannah

  ### 30. The name says it all, since I sue Coefficient makes my work esy and efficient.

**Rating:** 5.0/5.0 stars

**Reviewed by:** Alejandra A. | Supervisor, Mid-Market (51-1000 emp.)

**Reviewed Date:** April 10, 2025

**What do you like best about Coefficient?**

Seamless integration with sales force and google sheets. I am able to have information in an easy and clear way to make decisions and put efforts were needed.

**What do you dislike about Coefficient?**

Time to load and process reports could be quicker.

**What problems is Coefficient solving and how is that benefiting you?**

Easy way to share data with the team. Helps to take quicker and efficient decisions, helps with updates in real time saving time on managing big reports.

**Official Response from Hannah Recker:**

> Thanks for your review, Alejandra! So happy Coefficient has been so helpful for your workflows. So much value in efficient decision-making! -Hannah

  ### 31. easy to push data to Gsheets!

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.)

**Reviewed Date:** May 13, 2025

**What do you like best about Coefficient?**

lots of integrations. easy to set up, and able to configure refreshes. some of our favorites are Tableau and Salesforce integrations. Support is also readily available.

**What do you dislike about Coefficient?**

Some of the integrations are missing fields so we still have to manually pull. Some integrations we wish they had, e.g. Gainsight, and better jira integration. Pulling from API is also not easy, and documentation is vague.

**What problems is Coefficient solving and how is that benefiting you?**

very easy to use google sheets as a temporary data warehouse. This helps us streamline and automate data and analysis.

**Official Response from Hannah Recker:**

> Thanks so much for the thoughtful review! We’re glad to hear Coefficient is making it easy to push data to Google Sheets!

We really appreciate the feedback as well. There’s always room to grow, and these notes help us prioritize what matters most to our users!

Would love to have you join our community, there might just be other user that have tackled some of these things and can give some insight. -Hannah

  ### 32. Swift data import and Scheduled Snapshots

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Automotive | Small-Business (50 or fewer emp.)

**Reviewed Date:** August 20, 2025

**What do you like best about Coefficient?**

Importing data in very minimal time rather than investing time in writing forumula

**What do you dislike about Coefficient?**

Multiple Filter options from one column is not available

**What problems is Coefficient solving and how is that benefiting you?**

Scheduled Data imports and Scheduled Email/Slack snapshots delivery

**Official Response from Hannah Recker:**

> Thanks for the review! Great to hear Coefficient is helping you cut down on time with fast imports and scheduled snapshots. That’s exactly what we want to deliver.  Appreciate you calling out the need for multiple filter options from a single column. That’s valuable feedback and something we plan to explore. -Hannah

  ### 33. Coefficient has been a game changer

**Rating:** 5.0/5.0 stars

**Reviewed by:** Siobhan A. | Customer Success, Small-Business (50 or fewer emp.)

**Reviewed Date:** March 18, 2025

**What do you like best about Coefficient?**

Coefficient is one of the best tools (hands down) that I've ever come across for enabling ops practitioners in the startup world. 
It's capabilities make my day-to-day so much easier, whether it's creating a simple report, drafting bulk updates, or building complex reports that our entire leadership team relies on. 
I couldn't do half the work I do today without Coefficient, and would highly highly recommend

Also - they are constantly adding thoughtful new features that are always a surprise and delight!

**What do you dislike about Coefficient?**

I can't think of anything I don't like about their tool

**What problems is Coefficient solving and how is that benefiting you?**

Coefficient helps me extract, manipulate and distribute data effectively across my organization

**Official Response from Hannah Recker:**

> This makes me so happy to hear, Siobhan. It's pretty neat to know we are making your day so much more efficient and doable! Special shout to our product team for doing a TON of speaking live with our users. It's exactly why everything we add seems so thoughtful.  -Hannah

  ### 34. Coefficient has been a lifesaver

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Non-Profit Organization Management | Small-Business (50 or fewer emp.)

**Reviewed Date:** June 27, 2025

**What do you like best about Coefficient?**

Coefficient makes importing reports and analyzing data so seamless and user-friendly. It also allows you to update information in real time, as often as you would like.

**What do you dislike about Coefficient?**

I haven't run into any issues with Coefficient.

**What problems is Coefficient solving and how is that benefiting you?**

Coefficient has allowed me to connect to salesforce, improving our data analyst process and decision-making process.

**Official Response from Hannah Recker:**

> Thanks for your review! We’re so happy to hear Coefficient has been a lifesaver for you! Great to hear it’s helping with your Salesforce workflows and decision-making. -Hannah

  ### 35. simple way to bring information from hubspot

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.)

**Reviewed Date:** July 11, 2025

**What do you like best about Coefficient?**

easy and simple, fast and concrete. very useful

**What do you dislike about Coefficient?**

Sometimes I have problems with the format in which the information is brought

**What problems is Coefficient solving and how is that benefiting you?**

It allows me to bring information from different objects and cross-reference it to have specific data and apply it to sales analysis.

**Official Response from Hannah Recker:**

> Thanks so much for the kind words! We’re glad Coefficient is making it fast and simple to bring in HubSpot data and helping you power better sales analysis.

Appreciate the note on formatting too. We're always looking to improve. Would love to have you in our user community: https://coefficient.io/community

-Hannah

  ### 36. Easy integration and automate workflow

**Rating:** 4.5/5.0 stars

**Reviewed by:** Sisi C. | Growth Marketing Lead, Enterprise (> 1000 emp.)

**Reviewed Date:** April 20, 2025

**What do you like best about Coefficient?**

Simply integrating with Google sheets for data outputs.

**What do you dislike about Coefficient?**

Nothing yet based on how I currently use the tool.

**What problems is Coefficient solving and how is that benefiting you?**

automatically updating daily salesforce data on google sheets so I can connect various datapoints into one end-to-end view to analyse performance.

**Official Response from Hannah Recker:**

> Happy to hear you've had a great experience with our Salesforce connector. It's awesome when something is simple and just works so you can do the analysis you need, when you need! Can't wait until you have the opportunity to explore more of the tool! We're always here if you have any feedback. -Hannah

  ### 37. Sleek Integration from Postgres to Google Sheets

**Rating:** 5.0/5.0 stars

**Reviewed by:** Sandro B. | CTO, Small-Business (50 or fewer emp.)

**Reviewed Date:** January 30, 2025

**What do you like best about Coefficient?**

Coefficient makes it incredibly easy to set up seamless integrations between Postgres and Google Sheets. The setup process is quick and intuitive, allowing for smooth data syncing without the need for complex configurations. So far, everything works perfectly, and I haven’t encountered any issues. Highly recommend for anyone looking for a hassle-free data integration solution!

**What do you dislike about Coefficient?**

For now everything looks and works great.

**What problems is Coefficient solving and how is that benefiting you?**

Coefficient makes it incredibly easy to set up seamless integrations between Postgres and Google Sheets.

**Official Response from Hannah Recker:**

> Thanks so much for your review, Sandro! It's awesome to hear your setup was quick and easy and you haven't had any issues! Hassle comes with a big price tag for our time, so I'm happy to hear it's been hassle-free! -Hannah

  ### 38. Innovative Tool

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Food & Beverages | Enterprise (> 1000 emp.)

**Reviewed Date:** September 17, 2025

**What do you like best about Coefficient?**

Makes reporting even easier and very easy to use! Makes my life easier.

**What do you dislike about Coefficient?**

Nothing. It's an awesome tool that I'm glad I was introduced to.

**What problems is Coefficient solving and how is that benefiting you?**

Helps make tracking and combining data from salesforce reports very quick and easy.

**Official Response from Hannah Recker:**

> Thanks for the review! We’re so glad Coefficient is making your reporting faster, easier, and less of a headache for you! Hearing that it simplifies tracking and combining Salesforce data is exactly what we love to see. -Hannah

  ### 39. Fastest Salesforce Export Tool into Google Sheets

**Rating:** 4.5/5.0 stars

**Reviewed by:** Eric B. | Marketing Ops, Mid-Market (51-1000 emp.)

**Reviewed Date:** January 07, 2025

**What do you like best about Coefficient?**

Coefficient is the right fit for my needs.  It's fast, efficent and super simple to use.  The free version isn't heavily gated with limited functionality so I could test many use cases before recommending to other in the organization.

**What do you dislike about Coefficient?**

The Append New Data for Salesforce is a bit confusing.  When you check the box, it looks like you need to "save and run" which basically duplicates the report you already ran underneath.

**What problems is Coefficient solving and how is that benefiting you?**

Data consolidation and limitations of Salesforce report creation knowledge.

**Official Response from Hannah Recker:**

> Really appreciate the review, Eric! So glad to hear Coefficient has been super easy and efficient to plug into and optimize your Salesforce workflows. We launched Append New Data about a month ago by user demand! If you keep it unchecked, when your import refreshes, your data will simply update and overwrite historical values and append any new rows of data that fall into your query. With it checked, it allows for simplified historical data tracking by placing current and timestamped data below your initial import. I've added a link to our help center if you'd like to learn more! Really appreciate this feedback, because I can see how Append "New" Data could be a bit confusing. Will send it over to our product team! -Hannah

  ### 40. An easy and dynamic tool

**Rating:** 4.5/5.0 stars

**Reviewed by:** Diego Alexander M. | Sales Operation, Enterprise (> 1000 emp.)

**Reviewed Date:** March 12, 2025

**What do you like best about Coefficient?**

The ease of connection and the simple way to connect

**What do you dislike about Coefficient?**

The selection interface is complex because it does not have the same structure as HubSpot, and in the translation, it generates errors in the headers. Sometimes it is difficult to find the variables.

**What problems is Coefficient solving and how is that benefiting you?**

Identify the variables and it has intermittency in synchronization.

**Official Response from Hannah Recker:**

> We really appreciate your review and comments and are pleased to know that Coefficient has been easy to connect and keep your data updated. -Hannah

  ### 41. Taming My Mongo Data With a Few Clicks!

**Rating:** 5.0/5.0 stars

**Reviewed by:** Priyanshu M. | Software Developer, Small-Business (50 or fewer emp.)

**Reviewed Date:** January 03, 2025

**What do you like best about Coefficient?**

Honestly, Coefficient has been a lifesaver! It's incredibly easy to use -  I was able to connect to my Mongo database and automate data imports into Google Sheets in just a few clicks. No more messy manual exports or complicated scripts! It's a huge time-saver and lets me focus on what really matters.

**What do you dislike about Coefficient?**

To be honest, I haven't found anything major to dislike yet. It just works!

**What problems is Coefficient solving and how is that benefiting you?**

Coefficient solves the problem of easily and automatically getting data from MongoDB into Google Sheets.

**Official Response from Hannah Recker:**

> So happy to hear we've helped you clean up your Mongo workflows, Priyanshu! "It just works" is always a good feeling! -Hannah

  ### 42. Great, easy and effective

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.)

**Reviewed Date:** May 26, 2025

**What do you like best about Coefficient?**

Because of its simplicity, it is a very effective and reliable connection. I also use it a lot and am accountable for keeping the connection live and updated.

**What do you dislike about Coefficient?**

Opening the integration with Sheets sometimes takes a minute, but it's still awesome.

**What problems is Coefficient solving and how is that benefiting you?**

The integrations of all the data quickly

**Official Response from Hannah Recker:**

> Thanks so much for the kind words! We’re so glad to hear Coefficient has been a simple, reliable sidekick for your data workflows, and that you trust it to keep things live and up to date.

Appreciate you flagging the slight delay when opening Sheets. We know every second counts and are always working to make things faster.

Thanks again, we're lucky to have you! -Hannah

  ### 43. So easy to use, it's almost too good to be true!

**Rating:** 5.0/5.0 stars

**Reviewed by:** Justin D. | SVP, Advertising, Marketing and Advertising, Small-Business (50 or fewer emp.)

**Reviewed Date:** April 30, 2025

**What do you like best about Coefficient?**

Connecting to data sources in Google Sheets is very user friendly, quick, and accurate. I was able to build multiple account data connections within a few minutes.

**What do you dislike about Coefficient?**

Nothing really, it's a great solution that works as expected.

**What problems is Coefficient solving and how is that benefiting you?**

Allowing cost-effective data connectors that are secure, trustworthy and accurate to Google Sheets, which does not offer quality extensions.

**Official Response from Hannah Recker:**

> Almost too good to be true and "just works"?! Best compliments ever!

Thanks so much for the kind words, Justin. Super happy everything has been smooth, secure, and cost-effective for you! 

Appreciate you taking the time to share your experience! -Hannah

  ### 44. A great way to automate

**Rating:** 5.0/5.0 stars

**Reviewed by:** Floyd R. | Data MAnager, Small-Business (50 or fewer emp.)

**Reviewed Date:** January 14, 2025

**What do you like best about Coefficient?**

It is very easy and it has cut my work by about 50%. I am so happy i discovered it. It is able to update and integrate my spreadsheets and I am able to do so much in so little time.

**What do you dislike about Coefficient?**

I think so far I am liking everything. There can be slight improvements in terms of automation.

**What problems is Coefficient solving and how is that benefiting you?**

They are helping me linked a google sheet and excel spreadsheet

**Official Response from Hannah Recker:**

> So happy to hear we're speeding up your workflows, Floyd! And, really appreciate your review. -Hannah

  ### 45. The best cost/benefit tool. Even better than Supermetrics

**Rating:** 5.0/5.0 stars

**Reviewed by:** Sebastián B. | Growth Product Manager, Small-Business (50 or fewer emp.)

**Reviewed Date:** December 04, 2024

**What do you like best about Coefficient?**

Coefficient is easy to use, implement and integrate. Even my grandma could do it. The interface is intuitive; you can take snapshots of your data and save them by date, week, or month. Of course, you can autorefresh data daily (or at other periods). I use it with Facebook Ads, Google Ads, GA4 and Hubspot.

**What do you dislike about Coefficient?**

In the 3 months I was using this tool I didn´t find anything to complain about.

**What problems is Coefficient solving and how is that benefiting you?**

I needed to integrate Hubspot and Meta Ads data with Looker Studio to build reports to my company.

**Official Response from Hannah Recker:**

> Funny thing, my MIL does use it - not my grandma, but my kiddo's grandma. LOL. Really appreciate the review, Sebastián. So happy to hear Coefficient has made your data workflows between systems more seamless than ever! As a growth marketer myself, I actually don't know what I would do without it at this point. Have a happy holiday season! -Hannah

  ### 46. very smart improvement, bridging the gap for ad-hoc analysis & data viz system

**Rating:** 4.5/5.0 stars

**Reviewed by:** Fabien R. | Global Sales Finance - Cross Channel Analytics Lead at Logitech, Enterprise (> 1000 emp.)

**Reviewed Date:** January 03, 2025

**What do you like best about Coefficient?**

really cut repetitive updates, enabling custom reports for ad-hoc analytics, while still using the data viz system for everyday reporting. A really important gap bridging between the two needs! 
and added features are a plus! really useful! 
I use it almost daily, weekly for sure! Easy to implement & use

**What do you dislike about Coefficient?**

Just the limit of Google sheet (# of cells) is a limitation for now.

**What problems is Coefficient solving and how is that benefiting you?**

bridging between Tableau data viz & ad-hoc requests & analytics

**Official Response from Hannah Recker:**

> Really appreciate the review, Fabien. This is awesome to hear you've found even more than you were looking for in Coefficient. I feel the same about it myself every day, don't know what I'd do without it now! -Hannah

  ### 47. Hubspot Integration

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.)

**Reviewed Date:** June 06, 2025

**What do you like best about Coefficient?**

Its just easy, I never thought a tool will be this wasy to use

**What do you dislike about Coefficient?**

A bit more about activity is needed, Its not enough now.

**What problems is Coefficient solving and how is that benefiting you?**

Data integration

**Official Response from Hannah Recker:**

> We really appreciate the review and LOVE to hear how Coefficient has been ridiculously easy to use and implement in your workflow. I'll pass your activity data feedback to the product team as well. -Hannah

  ### 48. Useful tool to easily import, filter and update data in Google Sheets

**Rating:** 3.5/5.0 stars

**Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.)

**Reviewed Date:** August 29, 2024

**What do you like best about Coefficient?**

Coefficient simplifies the process of importing, managing, and analyzing data from various sources without requiring extensive technical expertise. It is a great tool for businesses and individuals who need to consolidate data from multiple platforms directly into Google Sheets. It enables efficient automation of reports and documents by automatically updating data, copying down any formulas added to the data and importing multiple datasets seemlessly.

**What do you dislike about Coefficient?**

Basic finctionalities are user-friendly and easy to learn, the more complex features require some additional learning. Importing data from a CRM system is seamless however, integrations with other tools such as google analytics is not as logical. The added row at the top of each dataset imported by coefficient, above the heading row is very frustrating when it comes to filtering data.

**What problems is Coefficient solving and how is that benefiting you?**

Coefficient eliminates the manual aspect of data management and automatically updates large datasets and copies down formulas which has made reporting a lot easier and more efficient.

  ### 49. Use of Coefficient for efficiency in finance routine operations

**Rating:** 3.5/5.0 stars

**Reviewed by:** Syed Aale A. | Financial Controller, Mid-Market (51-1000 emp.)

**Reviewed Date:** December 01, 2024

**What do you like best about Coefficient?**

Ease of Use
Ease of implementation 
Ease of Integration
Customer Suport

**What do you dislike about Coefficient?**

The cost and feature difference in starter and enterprise plan

Since trail is given for the enterpise plan, so the first time user start buidling expectation around the same.

for small organizations, the budget is limiting factor

**What problems is Coefficient solving and how is that benefiting you?**

Since we have the multiple entities from a legal stand, but for management point of review, they want to see reports in a consilidatated way. so either is aging analysis or sales analysis, coefficient help to get all in googlesheets, upon which we buid a consolidated version.

**Official Response from Hannah Recker:**

> Thanks for the review, Syed! Really glad to hear everything has been smooth sailing for your use case as far as usage and support goes! Awesome to have an easy way your management team can view your reports in one spot. Appreciate the feedback as well on pricing and trial structure. Our trial is on the Pro plan as a reference. Thanks again! -Hannah

  ### 50. Coefficient helped me a lot, while connecting applications directly as salesforce and snowflake.

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.)

**Reviewed Date:** May 12, 2025

**What do you like best about Coefficient?**

The best part is you can refresh the data in one click.

**What do you dislike about Coefficient?**

I found it bit slow while connecting to sources as snowflake, this may happen because of large datasets also.

**What problems is Coefficient solving and how is that benefiting you?**

I used coefficient for data validations from multiple sources, directly connecting with any particular source like snowflake, salesforce and tableau.

**Official Response from Hannah Recker:**

> Thanks so much for the kind words! We're glad Coefficient is helping you connect your apps and refresh data with ease. Access to tools especially tools like Snowflake in a spreadsheet is super powerful. We appreciate the note on Snowflake speed. It could definitely be the large datasets, but your feedback helps us get better. Grateful to have you with us! -Hannah



- [View Coefficient pricing details and edition comparison](https://www.g2.com/products/coefficient/reviews?page=2&qs=pros-and-cons&section=pricing&secure%5Bexpires_at%5D=2026-08-07+16%3A24%3A15+-0500&secure%5Bsession_id%5D=450e9a4f-5f53-4bfe-b28c-f4150522d68c&secure%5Btoken%5D=675d43f63adb4d2c36cb9e51a60a1f232ca372d7e953cec02cf15ef5d34b6e03&format=llm_user)
## Coefficient Integrations
  - [ActiveCampaign](https://www.g2.com/products/activecampaign/reviews)
  - [Agentforce Sales (formerly Salesforce Sales Cloud)](https://www.g2.com/products/agentforce-sales-formerly-salesforce-sales-cloud/reviews)
  - [Amplitude Analytics](https://www.g2.com/products/amplitude-analytics/reviews)
  - [Apollo](https://www.g2.com/products/search-discovery-apollo/reviews)
  - [Asana](https://www.g2.com/products/asana/reviews)
  - [Basecamp](https://www.g2.com/products/basecamp/reviews)
  - [Bigin by Zoho CRM](https://www.g2.com/products/bigin-by-zoho-crm/reviews)
  - [Bing Ads](https://www.g2.com/products/bing-ads/reviews)
  - [Calendly](https://www.g2.com/products/calendly/reviews)
  - [Chargebee](https://www.g2.com/products/chargebee/reviews)
  - [ClickUp](https://www.g2.com/products/clickup/reviews)
  - [Databricks](https://www.g2.com/products/databricks/reviews)
  - [Fin](https://www.g2.com/products/fin/reviews)
  - [Freshdesk](https://www.g2.com/products/freshdesk/reviews)
  - [Gong](https://www.g2.com/products/gong/reviews)
  - [Google Ads](https://www.g2.com/products/google-ads/reviews)
  - [Google Analytics](https://www.g2.com/products/google-analytics/reviews)
  - [Google Search Console](https://www.g2.com/products/google-search-console/reviews)
  - [Google Sheets for Confluence - Workspace Connector](https://www.g2.com/products/google-sheets-for-confluence-workspace-connector/reviews)
  - [Greenhouse](https://www.g2.com/products/greenhouse/reviews)
  - [Harvest](https://www.g2.com/products/harvest/reviews)
  - [HubSpot Data Hub](https://www.g2.com/products/hubspot-data-hub/reviews)
  - [HubSpot Marketing Hub](https://www.g2.com/products/hubspot-marketing-hub/reviews)
  - [HubSpot Sales Hub](https://www.g2.com/products/hubspot-sales-hub/reviews)
  - [Jira](https://www.g2.com/products/jira/reviews)
  - [Jotform](https://www.g2.com/products/jotform/reviews)
  - [Klaviyo](https://www.g2.com/products/klaviyo/reviews)
  - [Lever](https://www.g2.com/products/lever/reviews)
  - [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews)
  - [MongoDB](https://www.g2.com/products/ibm-mongodb/reviews)
  - [MySQL](https://www.g2.com/products/mysql/reviews)
  - [NetSuite](https://www.g2.com/products/oracle-netsuite/reviews)
  - [Notion](https://www.g2.com/products/notion/reviews)
  - [Outreach](https://www.g2.com/products/outreach/reviews)
  - [Pipedrive](https://www.g2.com/products/pipedrive/reviews)
  - [PostgreSQL](https://www.g2.com/products/postgresql/reviews)
  - [QuickBooks Online](https://www.g2.com/products/quickbooks-online/reviews)
  - [Quora Ads](https://www.g2.com/products/quora-ads/reviews)
  - [Razorpay](https://www.g2.com/products/razorpay/reviews)
  - [Redshift](https://www.g2.com/products/redshift/reviews)
  - [Rippling](https://www.g2.com/products/rippling/reviews)
  - [Sage Intacct](https://www.g2.com/products/sage-intacct/reviews)
  - [Salesforce Agentforce](https://www.g2.com/products/salesforce-agentforce/reviews)
  - [Salesforce Headless 360 Platform (formerly Salesforce Platform)](https://www.g2.com/products/agentforce-360-platform-formerly-salesforce-platform/reviews)
  - [Salesforce Spiff](https://www.g2.com/products/salesforce-spiff/reviews)
  - [ShipRocket](https://www.g2.com/products/shiprocket/reviews)
  - [Shopify](https://www.g2.com/products/shopify/reviews)
  - [Slack](https://www.g2.com/products/slack/reviews)
  - [Smartlead](https://www.g2.com/products/smartlead/reviews)
  - [Smartsheet](https://www.g2.com/products/smartsheet/reviews)
  - [Snowflake](https://www.g2.com/products/snowflake/reviews)
  - [Stripe Billing](https://www.g2.com/products/stripe-billing/reviews)
  - [Superhuman Docs](https://www.g2.com/products/superhuman-docs/reviews)
  - [Trello](https://www.g2.com/products/trello/reviews)
  - [Typeform](https://www.g2.com/products/typeform/reviews)
  - [Webflow](https://www.g2.com/products/webflow/reviews)
  - [WooCommerce](https://www.g2.com/products/woocommerce/reviews)
  - [WordPress.com](https://www.g2.com/products/wordpress-com/reviews)
  - [Xero](https://www.g2.com/products/xero/reviews)
  - [Zendesk for Customer Service](https://www.g2.com/products/zendesk-for-customer-service/reviews)
  - [Zoho Books](https://www.g2.com/products/zoho-books/reviews)
  - [Zoho CRM](https://www.g2.com/products/zoho-crm/reviews)

## Coefficient Features
**Reports**
- Reports Interface
- Steps to Answer
- Graphs and Charts
- Score Cards
- Dashboards
- Customizable Reports
- Marketing Reports
- Sales Reports
- Activity Dashboard
- Interactive Reports
- Customizable Reports
- Customizable Reports
- Activity Dashboard
- Customizable Dashboard

**Additional Functionality**
- Third-Party Integrations
- To-Do List
- @mentions
- Single Sign On
- File Management
- Activity Dashboard
- Drag & Drop
- Alerts/Notifications
- Prioritization
- Access Controls/Permissions
- Screen Sharing
- Content Management
- Brainstorming
- AI Copilot
- File Transfer
- Calendar Management
- Status Tracking
- Real-Time Notifications
- Version Control
- Task Management
- Activity Tracking
- Real Time Editing
- Communication Management
- Chat/Messaging
- Tagging
- Generative AI
- Assignment Management
- Task Scheduling
- Project Management
- Collaboration Tools
- Workflow Management
- Secure Data Storage
- File Sharing
- Document Storage
- Task Progress Tracking
- Discussions/Forums
- Commenting/Notes
- Reporting & Statistics
- Contact Management
- Video Conferencing
- Progress Tracking
- Mobile Access
- API
- Document Management
- Customizable Branding

**Metrics**
- Sessions - Digital Analytics
- Engagement
- Entry and Exit Pages
- Standard Event Tracking
- Custom Event Tracking
- Retention
- Return
- Conversions
- Funnels

**Data Management**
- Data Import
- Data Consolidation
- Data Validation

**Functionality**
- Diverse Extraction Points
- Data Structuring
- Consolidation
- Data Cleaning
- Cloud Extraction
- Visualization
- Data Extraction
- Real-Time Data
- Image Extraction
- IP Address Extraction
- Email Address Extraction
- Metadata Extraction
- Document Extraction
- Phone Number Extraction
- Auto Extraction
- IP Address Extraction
- Email Address Extraction
- Image Extraction
- Web Data Extraction

**Management**
- Reporting
- Auditing

**Calculating**
- Functions
- Auto Recalculation

**Cash Flow Management**
- File Exports
- Income and Expenses
- Track Cash Flow

**Data Preparation**
- Connectors
- Data Governance

**Financial Planning**
- Extended Planning
- Reporting
- Integration
- Self-Service Reporting

**Revenue Sourcing and Forecasting**
- Revenue History
- Pipeline Management
- Dashboard Analytics
- Multi-Device Data Visualization
- Data Segmentation
- Predictive Forecasting
- Revenue Operations Cadence

**Reports**
- Reports Interface
- Share Reports
- Steps to Answer

**Generative AI**
- AI Text Generation
- AI Text Summarization
- Generative AI

**Agentic AI - Salesforce AppExchange Apps**
- Autonomous Task Execution
- Multi-step Planning
- Cross-system Integration
- Adaptive Learning
- Natural Language Interaction
- Proactive Assistance
- Decision Making

**Agentic AI - Google Workspace for Marketing**
- Autonomous Task Execution
- Multi-step Planning
- Cross-system Integration

**Agentic AI - Google Workspace for Sales**
- Autonomous Task Execution
- Multi-step Planning
- Cross-system Integration
- Natural Language Interaction
- Proactive Assistance

**Agentic AI - Sales Analytics**
- Autonomous Task Execution
- Cross-system Integration
- Adaptive Learning
- Natural Language Interaction
- Proactive Assistance
- Third-Party Integrations
- CRM Integration

**Agentic AI - Accounting & Finance**
- Autonomous Task Execution

**Agentic AI - FP&A (Financial Planning & Analysis) **
- Proactive Assistance
- Decision Making

**Data Connectivity and Prep - Agentic Analytics**
- Data Source Connectivity
- Automated Data Preparation

**Reporting**
- Real-Time Reporting
- Trending
- Retroactive Reporting
- Segmentation
- Mobile Reporting
- Unification Across Devices
- Custom Reports and Dashboards

**Data Sourcing**
- Data Sourcing
- Exporting & Sharing Data
- Multi-Device Data Visualization
- Interactive Dashboards
- Data Segmentation

**Marketing Operations**
- ROI Tracking
- Data Collection
- Customer Insights
- Multi-User Access
- Spend Management
- White Label
- Multi-Channel Data Collection
- Engagement Tracking
- Keyword Tracking
- Behavior Tracking
- Campaign Tracking
- Conversion Tracking
- SEO Management
- Tag Management
- Real-Time Data
- Activity Tracking
- Click Tracking
- Contact Management
- Content Management
- Lead Management
- Email Management
- Campaign Management
- Channel Management
- Template Management
- Workflow Management

**Financial Insight**
- Budgeting
- Forecasting
- Planning
- Budgeting/Forecasting

**Reporting Structure**
- Reporting Hierarchy
- Report Templates
- Report Types

**Functionality**
- Extraction
- Transformation
- Loading
- Automation
- Scalability
- Non-Relational Transformations
- Data Extraction

**Insights**
- Charts and Graphs
- Tables

**Cash Flow Forecasting**
- Historical Data
- Reforecast
- Forecast Types
- Rolling Forecasts
- AI

**Data Modeling and Blending**
- Data Querying
- Data Filtering
- Data Blending
- Data Capture and Transfer

**CRM Data Enrichment**
- Calendar Sync
- Email Activity Capture
- Conversation Intelligence
- Marketing Leads
- Contact Capture

**Visualization**
- Graphs and Charts
- Score Cards
- Dashboards
- Formats
- Mobile Dashboards
- Public Dashboards
- Private Dashboards

**Diverse Extraction Points**
- Diverse Extraction Points

**Autonomous Insight Generation - Agentic Analytics**
- Continuous Pattern Detection
- Multi‑Step Reasoning
- Predictive & Prescriptive Analytics

**Additional Functionality**
- Data Storage Management
- Customizable Templates
- Multiple Data Sources
- Forecasting
- Reminders
- Multi-Language
- Visual Discovery
- Mobile Access
- Rules-Based Workflow
- API
- Customizable Forms
- Drag & Drop
- Third-Party Integrations
- Workflow Management
- Data Mapping
- Trend Analysis
- Compliance Management
- Data Connectors
- Multi-Channel Distribution
- Search/Filter
- Data Transformation
- Data Import/Export
- Data Synchronization
- Reporting/Analytics
- Surveys & Feedback
- Customizable Fields
- Forms Management
- Multi-Channel Data Collection
- HIPAA Compliant
- Metadata Management
- Secure Data Storage
- Generative AI
- Access Controls/Permissions
- Multi-Device Support
- AI Copilot
- Visual Analytics
- Audience Targeting
- Offline Response Collection
- Data Capture and Transfer
- Customizable Reports
- Activity Dashboard
- Dashboard Creation
- Version Control
- Query Builder
- IP Rotation
- AI/Machine Learning
- Data Verification
- Optical Character Recognition
- Batch Processing
- Data Aggregation and Publishing
- Job Scheduling
- Data Mining
- Proxy Rotation
- Geotargeting
- Data Aggregation
- JavaScript Rendering
- HTML Parsing
- Multiple File Format Support
- Data Cleansing
- Reporting & Statistics
- Natural Language Processing
- CAPTCHA Solving
- Integration Management
- Website Crawling
- Scheduling
- Bot Mitigation
- User Management
- Customization
- Proactive Error Detection

**Additional Functionality**
- Data Mapping
- Monitoring
- Charting
- Integration Management
- Reporting/Analytics
- Ad hoc Analysis
- Access Controls/Permissions
- API
- Match & Merge
- Real-Time Monitoring
- Metadata Management
- Pipeline Management
- Job Scheduling
- Dashboard Creation
- Data Storage Management
- Multiple Data Sources
- Data Import/Export
- Generative AI
- Data Quality Control
- Data Connectors
- Customizable Reports
- Single Sign On
- Version Control
- Visual Analytics
- Accounting Integration
- Real-Time Data
- eCommerce Management
- AI Copilot
- CRM
- Data Visualization
- SSL Security
- Search/Filter
- Real-Time Analytics
- Data Capture and Transfer
- Collaboration Tools
- Performance Management
- Data Synchronization
- Drag & Drop
- Data Replication
- Activity Dashboard
- Database Support
- Workflow Management
- Alerts/Notifications
- Predictive Analytics
- Data Migration
- Third-Party Integrations
- Reporting & Statistics
- Data Analysis Tools

**Other**
- User Data
- Site Search Reporting
- Load Time Monitoring
- Campaign Tracking
- E-Commerce
- Promotional Messages
- Administration Alerts

**Predictive Analytics**
- Lead Scoring
- Opportunity Scoring
- Risk Analysis
- Live Forecasting
- Budgeting/Forecasting
- Correlation Analysis
- Competitive Analysis
- Sales Trend Analysis
- Statistical Analysis

**Data**
- Data Visualization
- Data Analysis
- Custom Reporting
- Reporting Templates
- Real-Time Data

**Standard Analytics**
- Standard KPIs
- Standard Reports
- Financial Statements
- Drill Down

**Editing**
- Templates
- Collaborative Editing
- Filtering
- Customizable Templates

**Analytics**
- Variance Analysis
- Reports
- Forecast Comparison
- Forward Looking

**Account Management**
- Nonengaged Accounts
- Account optimization
- Historical Patterns
- Rep Performance
- Account Engagement
- Historical Win/Loss Patterns

**Data Updates**
- Historical Snapshots
- Real-Time Updating

**Generative AI**
- AI Text Generation
- AI Text Summarization
- Generative AI

**Interaction and Workflow - Agentic Analytics**
- Natural Language Query and Conversational Analytics
- Action Triggering & Workflow Orchestration
- Explainability & Audit Trails

**Sales Management**
- Live Pipeline Management
- Sales Gamification
- Account-Based Analytics
- Activity Tracking
- Predictive Analytics
- Visual Analytics
- Task Management
- Contact Management
- Lead Management
- Opportunity Management
- Workflow Management

**Campaign Activity**
- Campaign Insights
- Reports and Dashboards
- Campaign Stickiness
- Multichannel Tracking
- Brand Optimization
- Predictive Analytics
- Multi-Campaign
- Campaign Analytics
- Website Analytics
- Conversion Rate Optimization
- Drip Campaigns
- Visual Analytics
- Real-Time Analytics
- Customizable Reports

**Status Communication**
- Collaboration
- Version Control
- Real-Time Data Updates
- Scorecards
- Approval Process Control

**Custom Analytics**
- Dashboards
- Custom KPIs
- Custom Reports
- Self Service
- Multiple Entities

**Functionality**
- Addons
- Multi Device Functionality
- Importing and Exporting
- Autosave

**Financial Data Transfer**
- Data Transfer
- Data Exchange
- Reporting
- Access
- Integration

**Collaboration**
- Sharing
- Co-Editing
- Devices

**Agentic AI - Marketing Analytics**
- Autonomous Task Execution
- Cross-system Integration
- Proactive Assistance
- Third-Party Integrations
- Social Media Integration

**Agentic AI - Revenue Operations & Intelligence (RO&I)**
- Autonomous Task Execution
- Cross-system Integration
- Adaptive Learning
- Proactive Assistance
- Decision Making
- Third-Party Integrations
- Social Media Integration
- Website Integration

**Agentic AI - Digital Analytics**
- Autonomous Task Execution
- Cross-system Integration
- Proactive Assistance
- Decision Making

**Agentic AI - Analytics Platforms**
- Autonomous Task Execution
- Multi-step Planning
- Cross-system Integration
- Adaptive Learning
- Natural Language Interaction
- Proactive Assistance
- Decision Making
- Third-Party Integrations

**AI Agent Management - Agentic Analytics**
- Agent Configuration & Goals
- Continuous Learning & Feedback

**Additional Functionality**
- Dynamic Modeling
- Lead Qualification
- Lead Capture
- Real-Time Reporting
- Contact Database
- API
- Reporting & Statistics
- Role-Based Permissions
- Collaboration Tools
- Dashboard Creation
- Modeling & Simulation
- Exception Reporting
- Generative AI
- Sales Reports
- Performance Metrics
- "What If" Scenarios
- Customizable Reports
- Data Import/Export
- AI Copilot
- Graphical Data Presentation
- Drag & Drop
- Access Controls/Permissions
- Alerts/Notifications
- Business Process Control
- Multi-Currency
- Pipeline Reports

**Additional Functionality**
- Predictive Analytics
- Multi-Language
- Generative AI
- Currency Management
- AI Copilot
- User Management
- Project Management
- Risk Management
- Real-Time Analytics
- Audit Trail
- Tax Management
- Investment Management
- Transaction History
- Data Import/Export
- Fixed Asset Management
- Mobile Access
- Transaction Monitoring
- API
- Project Time Tracking
- Projections
- Consolidation/Roll-Up
- General Ledger
- Purchasing & Receiving
- Real-Time Monitoring
- Configurable Workflow
- Dashboard Creation
- Accounting
- Electronic Payments
- Revenue Recognition
- Invoice Management
- Compliance Management
- "What If" Scenarios
- Workflow Management
- Multi-Currency
- Planning Tools
- Visual Analytics
- Cash Management
- Customizable Reports
- Bank Reconciliation
- Invoice Processing
- Multi-Company
- For Investors & Traders
- Expense Tracking
- Purchase Order Management
- Access Controls/Permissions
- Activity Dashboard
- Reporting/Analytics
- Alerts/Notifications
- Billing & Invoicing
- Receipt Management
- Profit/Loss Statement
- Income & Balance Sheet
- Cash Flow Management

**Additional Functionality**
- Event Marketing
- Social Promotion
- Multi-Channel Marketing
- Generative AI
- Data Import/Export
- Lead Generation
- Campaign Segmentation
- Customizable Forms
- Reporting & Statistics
- Monitoring
- AI Copilot
- Customizable Templates
- Email Templates
- Web Forms
- Lead Capture
- Customizable Branding
- Real-Time Reporting
- Campaign Planning
- A/B Testing
- CRM
- Customer Segmentation
- Campaign Scheduling
- Alerts/Notifications
- Autoresponders
- Drag & Drop
- Event Triggered Actions
- Email Marketing
- API
- Customizable Fields
- Contact Database
- Data Visualization
- Ad hoc Reporting
- Performance Metrics
- Data Source Connectors
- Search/Filter
- Multi-Channel Attribution
- Customer Journey Mapping
- KPI Monitoring
- Cohort Analysis

**Additional Functionality**
- Generative AI
- Customizable Reports
- File Transfer
- Offline Access
- AI Copilot
- Activity Tracking
- Formula Management
- Communication Management
- @mentions
- Workflow Management
- Real-Time Updates
- Data Tabulation
- Multiple Projects
- Document Management
- Version Control
- API
- Multi-Language
- Project Management
- Collaboration Tools
- Full Text Search
- Data Visualization
- Drag & Drop
- Real-Time Data
- Commenting/Notes
- Single Sign On
- Activity Dashboard
- Reporting/Analytics
- Data Import/Export
- User Management
- Multiple Format Support
- Charting
- Access Controls/Permissions
- Data Synchronization
- Search/Filter
- Third-Party Integrations
- Functions/Calculations
- What-if Analysis
- Data Extraction

**Self Service **
- Calculated Fields
- Data Column Filtering
- Data Discovery
- Search
- Collaboration / Workflow
- Automodeling
- Natural Language Search
- Visual Discovery
- Data Blending
- Data Blending

**Agentic AI -  Cash Flow Management**
- Autonomous Task Execution

**Deployment & Integration - Analytics Platforms**
- No-code Dashboard Builder
- Report Scheduling and Automation
- Embedded Analytics and White-labeling
- Data Source Connectivity
- Multiple Data Sources
- Query Builder

**Agentic AI - Financial Analysis**
- Cross-system Integration
- Decision Making

**Advanced Analytics**
- Predictive Analytics
- Data Visualization
- Big Data Services
- Real-Time Analytics
- Reporting/Analytics
- Real-Time Analytics
- Reporting/Analytics
- Visual Analytics

**Performance & Scalability - Analytics Platforms**
- Large data handling and Query Speed
- Concurrent User Support
- Database Support

**Advanced Analytics & Modeling - Analytics Platforms**
- Data Modeling and Governance
- Notebook and Script Integration
- Built-in Predictive and Statistical Models

**Agentic AI Capabilities - Analytics Platforms**
- Auto-generated Insights and Narratives
- Natural Language Queries
- Proactive KPI Monitoring and Alerts
- AI Agents for Analytical Follow-ups

**Administration**
- API / Integrations
- QA Testing
- Performance and Reliability
- User, Role, and Access Management

**Personalized Intelligence - Analytics Platforms**
- Behavioral Learning for Contextual Query Refinement
- Role-based Insight Personalization
- Conversational and Prompt-based Analytics
- Ad hoc Query
- Visual Analytics

**Building Reports**
- Data Transformation
- Data Modeling
- WYSIWYG Report Design
- Integration APIs
- Real-Time Data
- Real-Time Data
- Third-Party Integrations
- Third-Party Integrations

**Platform**
- Mobile User Support
- Customization 
- User, Role, and Access Management
- Internationalization
- Sandbox / Test Environments
- Performance and Reliability
- Breadth of Partner Applications
- Mobile Access
- Metadata Management

**Data Updates**
- Historical Snapshots
- Real-Time Updating
- Scheduled/Automated Reports
- Customizable Reports
- Predictive Analytics
- Data Management
- Real-Time Data

**Additional Functionality**
- Drag & Drop
- Secure Data Storage
- Data Import/Export
- Customizable Branding
- Dashboard Creation
- Access Controls/Permissions
- Real-Time Reporting
- Metadata Management
- Forecasting
- Data Storage Management
- Ad hoc Analysis
- Ad hoc Reporting
- Data Migration
- AI Copilot
- Self Service Data Preparation
- Search/Filter
- Data Mapping
- Monitoring
- Sentiment Analysis
- User Management
- Sales Trend Analysis
- Charting
- Reporting & Statistics
- Performance Metrics
- Alerts/Notifications
- Data Extraction
- Widgets
- Storytelling
- Trend Analysis
- Collaboration Tools
- Financing Management
- Self-service Analytics
- KPI Monitoring
- Dashboard
- API
- Data Integration
- Scorecards
- Data Management
- Task Management
- Progress Tracking
- Data Connectors
- Data Visualization
- Profitability Analysis
- Project Tracking
- Strategic Planning
- Goal Setting/Tracking
- Publishing/Sharing
- Predictive Analytics
- Real-Time Monitoring
- Templates
- Mobile Access
- Customizable Templates
- Workflow Management
- Financial Reporting
- Audit Management
- OLAP
- Single Sign On
- Data Synchronization

**Additional Functionality**
- Customizable Branding
- Natural Language Processing
- Data Extraction
- AI Copilot
- Ad hoc Reporting
- Real-Time Reporting
- Publishing/Sharing
- Collaboration Tools
- Strategic Planning
- Self Service Data Preparation
- Trend Analysis
- Text Analysis
- Real-Time Monitoring
- Data Synchronization
- Widgets
- Benchmarking
- Performance Metrics
- Data Mapping
- Generative AI
- Trend/Problem Indicators
- Customizable Templates
- Access Controls/Permissions
- Data Import/Export
- Profitability Analysis
- OLAP
- Alerts/Notifications
- Search/Filter
- Drag & Drop
- Data Connectors
- Multiple Data Sources
- Key Performance Indicators
- Dashboard Creation
- Role-Based Permissions
- Data Mining
- Forecasting
- Ad hoc Query

**Additional Functionality**
- KPI Monitoring
- Secure Data Storage
- Multiple Data Sources
- Data Visualization
- Single Sign On
- Natural Language Search
- Search/Filter
- Alerts/Notifications
- AI Copilot
- Real-Time Notifications
- Collaboration Tools
- Widgets
- Performance Metrics
- Ad hoc Reporting
- Activity Tracking
- Reporting/Analytics
- Customizable Branding
- Data Aggregation
- Dashboard Creation
- Data Connectors
- Customizable Templates
- Data Synchronization
- API
- Forecasting
- Interactive Elements
- Single Page View
- Data Import/Export
- Drag & Drop
- Access Controls/Permissions
- Trend Analysis
- Workflow Management
- Third-Party Integrations
- Functions/Calculations
- Historical Reporting
- Data Capture and Transfer
- Visual Discovery
- Real-Time Updates
- Real-Time Reporting
- Data Mapping
- Relational Display
- Visual Analytics
- OLAP
- Ad hoc Query
- Reporting & Statistics

## Top Coefficient Alternatives
  - [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) - 4.5/5.0 (1,145 reviews)
  - [Supermetrics](https://www.g2.com/products/supermetrics/reviews) - 4.4/5.0 (816 reviews)
  - [Data Studio](https://www.g2.com/products/data-studio/reviews) - 4.4/5.0 (456 reviews)

