If you live in spreadsheets — and let’s be honest, most of us do — then you’ve probably wasted hours manually copying data from your CRM, database, or analytics platform into Google Sheets. It’s tedious, error-prone, and completely outdated in 2025.
That’s where Coefficient comes in. It’s not just another data connector. It’s the cleanest, fastest way to bring live data into Google Sheets — without writing code, setting up APIs, or relying on fragile scripts.
And after using it for a week? I’ve already replaced half my manual reports with automated syncs. For the first time, my spreadsheets feel alive .
What Is Coefficient?
Coefficient is a no-code integration tool that connects Google Sheets to hundreds of business tools like Salesforce, HubSpot, PostgreSQL, Airtable, and Snowflake — all within a few clicks.
Instead of exporting CSV files or running complex queries, you pull real-time data directly into your sheets. Set it up once, schedule automatic refreshes, and forget about it. Whether you’re tracking sales pipelines, marketing performance, or product metrics, Coefficient keeps your data current without lifting a finger.
One of its best features is the Live Query Mode . You can write simple SQL-like filters or use the visual builder to pull only the data you need. No more dumping thousands of rows and filtering manually.
It also supports two-way sync , so updates made in Sheets can be pushed back to the source (with proper permissions). This is a game-changer for teams using Sheets as a lightweight operations layer.
This is the kind of tool that makes you wonder: why didn’t Google build this themselves?

Why It Feels Different From Other Connectors
Most data integrations either require technical skills or lock you into rigid templates. Coefficient strikes a rare balance: powerful enough for analysts, simple enough for non-technical users.
What impressed me most was how seamlessly it works inside Google Sheets. The sidebar interface feels native, responses are fast, and error messages are actually helpful — not cryptic JSON blobs.
Plus, it handles authentication securely through OAuth, so you’re not pasting API keys into random add-ons.
For founders, ops leads, or marketers who rely on data but don’t have engineering support, Coefficient removes one of the biggest friction points in daily work .
Who Should Use Coefficient?
If you’re:
- A startup operator managing KPIs,
- A marketer pulling campaign data,
- A sales lead tracking deals,
- Or anyone tired of “export → download → upload” cycles,
then Coefficient should be in your toolkit .
It’s especially valuable for small teams that use Google Sheets as their central dashboard but lack the resources to build custom dashboards or BI tools.
And because it requires zero infrastructure, setup takes minutes — not days.

How Does It Compare to Alternatives?
Here’s how Coefficient stacks up against similar tools:
Direct Google Sheets integration | ✅ Native add-on | ✅ Yes | ⚠️ Limited | ✅ Yes |
No-code setup | ✅ Fully intuitive | ✅ Good | ✅ Strong | ✅ Moderate |
Real-time data syncing | ✅ Live & scheduled | ✅ Scheduled | ✅ Synced | ✅ Frequent |
Two-way sync | ✅ Supported | ❌ No | ✅ Yes | ⚠️ Partial |
Supports SQL & custom queries | ✅ Visual + formula mode | ⚠️ Basic | ✅ Full SQL access | ✅ Advanced |
Best For | Operational reporting | Automated workflows | Database-like flexibility | Marketing analytics |
Meet the Team Behind Coefficient
Coefficient was founded by Aldrin Kennedy, Dan Munz, and Chris Herd — a team with deep experience in enterprise SaaS, developer tools, and data infrastructure.
- Aldrin Kennedy (CEO) previously led product and growth at Segment, giving him firsthand insight into how companies manage data pipelines.
- Dan Munz (CTO) has a strong engineering background in scalable systems and API design, ensuring Coefficient integrates smoothly with complex data sources.
- Chris Herd (COO), known in the remote work community, brings operational clarity and user-centric thinking to the product.
Together, they’ve built a tool that doesn’t try to replace databases or BI platforms — it simply makes Google Sheets smarter . Their vision is clear: empower non-technical users to work with real-time data safely and efficiently, without depending on engineers.
It shows. Coefficient isn’t flashy. It’s focused. Reliable. And exactly what many teams have been missing.

Final Thoughts
In a world full of over-engineered solutions, Coefficient stands out by solving a real, daily pain point with elegance and precision.
It won’t replace Looker or Tableau — nor does it try to. But for anyone who uses Google Sheets as a command center, Coefficient is a must-have upgrade .
Ready to stop exporting CSVs and start working with live data?
Try Coefficient at https://www.coefficient.io