LY

Laxmi Y.

Manager - Data & AI Engineering

Enterprise (> 1000 emp.)

6/23/2026

"Works Seamlessly with Our Ecosystem and No-Code Bridge"

4.5/5

What do you like best about Coefficient?

It not just another bi tool, it works well with your existing ecosystem and has no code bridge. Review collected by and hosted on G2.com.

What do you dislike about Coefficient?

It has performance scale limit as spreadsheets are not the best option for larger data, human error factor would always be there Review collected by and hosted on G2.com.

UC

Verified User in Consulting

Enterprise (> 1000 emp.)

5/5/2026

"Coefficient Automatically Pulls Snowflake & Salesforce"

4.5/5

What do you like best about Coefficient?

Coefficient has been super helpful for automatically pulling Snowflake and Salesforce data, and also allows the equivalent (but more robust version of) importrange() for Google Sheets. This has saved me a lot of time, and improved the reports I can build.

The UIX is intuitive, and the support team has been very helpful with questions and issues that we have had. Review collected by and hosted on G2.com.

What do you dislike about Coefficient?

We ran into some 2K limit issues for Salesforce initially, but when we discussed this with the support / product team, this was quickly resolved. Review collected by and hosted on G2.com.

Response from Hannah Recker of Coefficient

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Thank you so much for sharing this! It's cool to hear Coefficient is powering Snowflake and Salesforce reporting for your team and that you're saving a lot of time! Really glad the support team could get the 2K Salesforce limit sorted quickly for you. They are incredible!

Enjoy the time back! -Hannah

UE

Verified User in E-Learning

Small-Business (50 or fewer emp.)

3/4/2026

"This product has revolutionized our data-driven no-code solutions."

4/5

What do you like best about Coefficient?

The way it has revolutionized the usage of no-code solutions at my organization by creating opportunities to utilize live data. Additionally, I have had really great experiences with the customer support team! Review collected by and hosted on G2.com.

What do you dislike about Coefficient?

A lack of notifications around when my syncs do not refresh. I normally only find out about data not syncing when there is a breakdown in the data flow, which can be problematic when we are using the feature to support live solutions. Review collected by and hosted on G2.com.

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

Coefficient has helped support the need for live data to inform the usage of the no-code solutions our organization uses. These scheduled syncs ensure data is live and that no-code solutions can trigger without the time needing to manually supply data, freeing up capacity for our team to work on more strategic projects. Review collected by and hosted on G2.com.

Response from Hannah Recker of Coefficient

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Thank you so much for sharing this! It means a lot to hear how the team is using live data to power your no-code workflows.

Your feedback on sync failure notifications has been shared with our product team - we're always working to improve.

Enjoy the freed up capacity to focus on higher-leverage work!

Thanks again! -Hannah

UM

Verified User in Marketing and Advertising

Mid-Market (51-1000 emp.)

7/6/2026

"Seamless, Easy-to-Use UI with Strong Functionality"

5/5

What do you like best about Coefficient?

Ease of use, functionality, UI - all comes together to make using coefficient a seamless experience Review collected by and hosted on G2.com.

What do you dislike about Coefficient?

Not much but there can be a few quirks. For example we had a few issues with sheet ownership when we migrated to new emails. Review collected by and hosted on G2.com.

SD

Steffan D.

Sales Executive

Mid-Market (51-1000 emp.)

5/7/2026

"Speeds Up My Work and Automates Tasks Effortlessly"

5/5

What do you like best about Coefficient?

It speeds up my work and saves me time, and it also helps automate tasks. Review collected by and hosted on G2.com.

What do you dislike about Coefficient?

There aren’t many templates available to use on the go, like there are in other similar apps. Review collected by and hosted on G2.com.

Response from Hannah Recker of Coefficient

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Thank you so much for sharing this, Steffan! Love hearing that the Salesforce connection is making it easier to get reports in front of the rest of your team.

Many of our templates are not directly linked in product. Have you found our library of templates here? https://coefficient.io/dashboard-examples Additionally, our Sheets Assistant can essentially build anything for you. You could simply tell it what you're looking to report on and it'll auto-build for you!

I hope this helps and thanks again for your review! -Hannah

UC

Verified User in Computer Software

Mid-Market (51-1000 emp.)

12/31/2025

"Seamless Reporting Made Effortless and Stress-Free"

5/5

What do you like best about Coefficient?

Seamless has truly changed the way I handle recurring reports. I no longer need to export Salesforce reports and then spend time pasting them elsewhere or stressing over column formatting. This improvement has made a significant difference for me. Review collected by and hosted on G2.com.

What do you dislike about Coefficient?

There is a limitation on the number of rows—if my base report contains too many rows, even when I apply filters using coefficient, it still doesn't process the entire dataset. What's more, it doesn't notify me that some data is missing. Review collected by and hosted on G2.com.

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

What I value most are the ongoing dashboards and reports I create for management and external stakeholders. The ability to control precisely what my stakeholders see, and to refresh these reports regularly with minimal effort, is truly impressive. Previously, we spent a significant amount of time exporting reports and copying them into old templates. The roll-forward process was always tedious and stressful, as we had to ensure everything was done correctly before starting any analysis. I especially appreciate how dynamic the reporting is now, allowing us to easily adjust the structure with filters and by including specific columns. Review collected by and hosted on G2.com.

Response from Hannah Recker of Coefficient

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Thanks so much for sharing your experience! We’re really glad to hear Coefficient has taken the stress out of recurring Salesforce reporting and eliminated all the manual exporting and formatting. That’s exactly the pain we aim to remove. 🙌

We also appreciate you calling out the row-limit behavior and lack of notification when datasets are too large. That’s important feedback, and we agree that clearer visibility and messaging around partial data is critical when specific APIs have limitations that we have to abide by. We’ll be sharing this with the team as we continue improving how Coefficient handles large reports.

Thanks again for the thoughtful review! -Hannah

PK

Pratiyush K.

MIS Executive

Small-Business (50 or fewer emp.)

5/4/2026

"Excellent Data Source Integrations"

4.5/5

What do you like best about Coefficient?

Having a lot of data sources to integrate with is the best thing. Review collected by and hosted on G2.com.

What do you dislike about Coefficient?

Some of its limitations in extracting data from meta, like i wasn't able to extract the preview link Review collected by and hosted on G2.com.

Response from Hannah Recker of Coefficient

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Pratiyush - thank you so much for sharing this! It's awesome to hear the breadth of integrations is making a real difference in how you pull together data from Meta and Shopify!

Appreciate the note on the Meta preview link limitation. We'll have to check if this is available in the API.

Enjoy the easier reporting and the time back from manual exports! -Hannah

SV

Sofia V.

Admin Support

Mid-Market (51-1000 emp.)

4/22/2026

"Fast, Efficient Bulk Updates That Save Manual Work"

4.5/5

What do you like best about Coefficient?

Update, delete, or add information in bulk quickly and effectively Review collected by and hosted on G2.com.

What do you dislike about Coefficient?

Actually, nothing, it's pretty efficient and saves a lot of manual work Review collected by and hosted on G2.com.

Response from Hannah Recker of Coefficient

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Thank you so much for sharing this, Sofia! Love hearing that bulk updates in Salesforce are saving you real time. Those contact field updates add up fast when you're doing them manually.

Enjoy the hours back to focus on the work that actually moves the needle! -Hannah

RL

Ram L.

SEO Executive

Information Technology and Services

Small-Business (50 or fewer emp.)

6/15/2026

"The Best Platform for Managing Google Sheets Easily"

5/5

What do you like best about Coefficient?

This is the best platform for managing Google Sheets easily. Review collected by and hosted on G2.com.

What do you dislike about Coefficient?

Sometimes it doesn’t work on older versions of Chrome. Review collected by and hosted on G2.com.

Response from Artem Chetverykov of Coefficient

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Thank you so much for the kind words and the 5 stars! Glad Coefficient is making it easy to manage your data right inside Google Sheets.

Thanks for flagging the older Chrome issue too. I've shared it with our product team, and if you ever run into it, our support team is happy to help get you sorted quickly.

Really appreciate you taking the time to review us.

JP

John P.

Underwriter

Mid-Market (51-1000 emp.)

2/19/2026

"Quick Setup and a Straightforward UI with Clear Features"

4/5

What do you like best about Coefficient?

Quick setup, clear features, and straightforward UI Review collected by and hosted on G2.com.

What do you dislike about Coefficient?

Little customizability for use with Salesforce from what I have used. Pulling data from multiple reports into Google Sheets would be nice. Review collected by and hosted on G2.com.

Response from Hannah Recker of Coefficient

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Thanks for the review! Glad the quick setup and straightforward UI made it easy to get started, and that pulling Salesforce data into Google Sheets is speeding up your analysis.

Appreciate the feedback on customization and combining multiple reports, too. Have you tried pulling from Objects & Fields or with SOQL? Those import types provide a lot more flexibility than pulling from just reports you've already built in SFDC. -Hannah

Coefficient Reviews (195)

Coefficient Reviews (195)

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