From Raw Data
to Insights

@code_rams♥ 40

“Every morning, before I could do any real work: Open Stripe. Open Notion. Open the dashboard. Copy numbers. Paste into a sheet. That was my first hour, every single day.”

@gregisenberg♥ 1.1K

“Maintain massive spreadsheets by hand. Write the same reports every week. Copy-paste between 6 different tools. There has to be a better way.”

r/SaaS↑ 4

“Spent hours every month tracking churn in spreadsheets. Built formulas that broke every time I added a row. This is not what I started a company to do.”

@mike_revenue♥ 170

“The founder was checking 6 tools every morning just to know if the business was okay. We replaced all of that with one custom dashboard.”

r/startups↑ 120+

“99% of my SaaS metrics are managed in Google Sheets. 1.8 hours per day wasted searching for the right document. I know there has to be a better system.”

@solomonstre

“I use metabase and posthog to consume analytics from clickhouse. But when my SQL queries get more complex, I have the itch to check them into git and manage them like code.”

r/smallbusiness↑ 6

“What is the most complex or painful Google Sheet you maintain for your business? I want to know what keeps breaking.”

r/smallbusiness↑ 30+

“How do you all handle reporting without drowning in spreadsheets? I feel like I spend more time formatting than actually running my business.”

r/smallbusiness↑ 30+

“Is anyone else's business basically held together by duct tape and spreadsheets? Because mine sure is.”

r/startups↑ 10+

“How are early-stage startups actually tracking metrics? Everything feels overkill or underpowered.”

David D.

“SheetXAI evolved from a personal frustration-fueled project into something saving people hundreds of hours of spreadsheet agony. If you've ever been ready to throw your laptop because of a formula error at midnight.”

Anne-Marie O'Neill♥ 28

“Too many tools, not enough process. Now you've got tools and chaos. And no one knows where the truth lives anymore because everyone has a slightly different way of doing things.”

Yandy P.♥ 183

“Still training your teams to write SQL? You're wasting time. Natural Language Query is the next frontier.”

Matt Hamnett♥ 20

“Founders and their spreadsheets. I spent today creating the FY27 budget report, export to Excel or Google Sheets. Every. Single. Time.”

Nick Valiotti♥ 120

“Tableau: separate licenses, costs that grow faster than usage. Tools like Looker Studio handle 80% of what most teams need — zero license fees.”

@mustafaergisi♥ 6

“As a solo founder, I was opening 5 tabs every morning. GA4, Mixpanel, Stripe, Search Console, GitHub. Now I ask my agent.”

@ArmanHezarkhani♥ 553

“Export CSV. Open Google Sheets. Paste data. Apply formula. Stare at it. Realize it's wrong. Redo. Email to team. This is not a workflow, this is a punishment.”

Ivana Katz♥ 32

“Right now I have 37 browser tabs open. This is the part of running a business people don't talk about. Digital spaghetti.”

Hacker News▲ 259

“Self-serve dashboards promise "empower everyone." In practice, users join wrong tables, misinterpret filters, and produce dashboards no one trusts.”

Caspar von Wrede♥ 12

“Are you using product analytics? PostHog is great but very expensive. Measuring low-level interactions is too much hassle for a small team.”

Malith Gamage♥ 1

“I just want to see my Stripe MRR and GitHub commits on one clean page without writing SQL or setting up Metabase.”

r/BusinessIntelligence

“We're at 1,800 users. Metabase licensing is around 200k a year. No viewer licenses. It gets very expensive.”

r/EntrepreneurRideAlong

“Most sellers send you a spreadsheet thrown together. You spend the first two weeks just trying to reconstruct what actually happened.”

r/SaaS

“Data was scattered across Google Sheets, Stripe exports, Mixpanel CSVs, and PostgreSQL tables. It took 2 hours just to clean and merge the data before I could even answer a simple question.”

r/SaaS

“The breaking point was when two people updated different versions of the same customer data on the same day and we almost lost a renewal because nobody knew what the real contract terms were.”

r/SaaS

“Almost every high-performer I know still tracks their own data manually because they don't trust the automated systems. Forecasting is broken.”

Hacker News▲ 627

“Excel as a source of truth for financial data is truly terrifying. Even financial audits are still handled with custom data pulls exchanged over Excel spreadsheets.”

r/BusinessIntelligence

“For small and medium businesses, these tools come with a hefty price tag that many startups just can't afford. Natural language querying still feels like an afterthought.”

r/BusinessIntelligence

“Looker is really expensive. Like eye-wateringly expensive. And you'll never get anywhere in terms of self service.”

r/SaaS

“Tried Tableau and Power BI. These tools assume your data is already clean. I spent more time wrangling the data than actually analyzing it.”

r/SaaS

“I built this because I used to spend at least 30 mins every morning opening multiple websites to see all my business metrics. GA, Facebook Ads, Stripe, Email.”

r/EntrepreneurRideAlong

“The dashboard anxiety is real. Refreshing the dashboards like I'm gambling. It's like an endless numbers game. Sometimes my palms sweat.”

r/SaaS

“Traditional analytics requires you to know what to ask. Once something slightly outside the dashboard comes up, it means going back to SQL or asking someone to dig into it.”

r/SaaS

“A spreadsheet backup because no one trusts the CRM. Automations are either broken or locked behind enterprise pricing. A full time admin just to keep deal stages from breaking.”

r/smallbusiness

“The gap most small businesses hit is expense and receipt tracking — it stays manual way longer than it should and quietly kills hours every month.”