What is RowSpeak?
RowSpeak is a browser-based AI analyst that turns spreadsheets, CSV exports, PDF tables and screenshots into cleaned data, charts, dashboards and written findings. You upload a file, ask a question in everyday English and review what comes back before you share it.
Behind the chat window, it reads the headers, guesses which columns hold the metrics you mean and shows those assumptions, such as the date range or the revenue column, so you can correct them. Calculations run through a deterministic rule engine rather than free-form text, which helps the same file give the same answer twice. Typical prompts cover monthly close variance, campaign return on ad spend, pipeline velocity and slow-moving stock.
The product was previously sold as Excelmatic, and a founder post says the rename followed Microsoft trademark concerns in 2026. Accounts, chat history and plans carried over. The homepage, sign-up flow and pricing page all responded normally when we checked in early October 2026.
Key Features
File cleaning and image extraction do most of the heavy lifting in RowSpeak, because they let you analyse exports and scans that other chat tools reject as untidy.
- Plain-English questions: You ask about your data in ordinary sentences instead of writing formulas, pivot tables or SQL. The answer arrives as a short explanation with a chart, plus the fields and filters it used so you can check the logic.
- Messy file handling: RowSpeak detects headers, normalises formats and merges tables across multi-sheet workbooks. This matters for real exports from CRM, bank or ERP systems, which often carry blank rows, merged cells and inconsistent dates.
- Image and PDF to Excel: Screenshots, scanned invoices and PDF tables become editable spreadsheets through built-in OCR. The site says it parses multi-column layouts, merged cells and even handwritten tables, and the free plan includes 20 conversions a month.
- Dashboards and reports: A single uploaded file can become an interactive KPI dashboard or an executive summary with variance notes. Dashboards export as HTML pages, and reports can leave as PDF or PowerPoint slides for board packs.
- Recurring automation: You can save an analysis so it reruns automatically when an updated version of the same file arrives. Auto field mapping keeps weekly or monthly reports consistent, and the site also mentions alerts sent to Slack.
- Flexible exports: Results download as Excel workbooks, CSV files, PNG charts, PDF reports or PowerPoint decks. That spread of formats means the output can go straight into an email, a slide review or another spreadsheet without retyping.
Pros
Price is the clearest argument for RowSpeak: Essential costs $9.90 a month, roughly a third of what several chat-based data analysis rivals charge for their entry tiers.
- Low entry price: The Essential plan costs $9.90 a month or $99 a year for 150 chats and 10 dashboards. Freelancers and small firms can run regular reports without committing to an enterprise analytics budget.
- Reviewable output: Every result shows the assumptions behind it, and you can edit them before sharing. Finance staff gain the most, because a wrong date range or currency column is easy to spot and fix.
- No warehouse needed: RowSpeak works straight from uploaded files, with no database setup or data engineering. A manager can drop in a Stripe or HubSpot export and get a chart within minutes.
- Clear privacy stance: The site states that customer data is never used to train models, with TLS 1.3 in transit and AES-256 at rest. Each organisation also gets an isolated workspace with strict tenant boundaries.
- Private deployment option: Firms with strict data rules can request an on-premise version that runs open-source language models inside their own network. That route avoids sending sensitive figures to a shared cloud service.
Cons
Live data is the main gap: RowSpeak still depends on uploaded files, with Google Sheets, Google Analytics and database connectors marked as coming soon.
- No live connectors: Google Sheets, Google Analytics and direct database links are listed as coming soon. Until they arrive, you must export and upload a fresh file each time the numbers change.
- No team accounts: The pricing FAQ says each account is for one person, and a team version is still in development. Groups need separate logins, which makes sharing dashboards and saved analyses clumsy.
- Tight free tier: The free plan allows 10 chats a month and two uploads of up to 5MB per chat. That is enough for a quick test, but not for regular reporting work.
- Thin legal detail: The terms cite Chinese law but do not name an operating company. Buyers in regulated sectors may need more detail from support, or may prefer the on-premise option instead.
- Small support base: Help content is limited, and paid tiers list email or priority support rather than live chat. You will mostly learn by trial, so start with a familiar file whose answers you already know.
Who is Using RowSpeak?
Business staff who live in spreadsheet exports, rather than trained data analysts, make up most of RowSpeak’s audience, according to its own use-case pages.
- Finance staff: Accountants and controllers use it for month-end variance checks and budget against actual reviews. Cash flow summaries from bank CSV files are another common task.
- Operations and inventory managers: Teams working from ERP or warehouse exports track stock levels and fulfilment times. They also flag fast-moving SKUs and dead stock without building formulas.
- Marketers: Growth and campaign teams summarise ad network reports to compare ROAS and acquisition cost by channel. The charts then go into weekly performance updates.
- Small business owners: Owners of shops, cafés and online stores get charts and plain explanations without learning pivot tables. Toolify reports that most current traffic comes from Japan, Taiwan and South Korea.
Pricing
RowSpeak is freemium, with paid plans from $9.90 a month or $99 a year (official pricing page, October 2026).
| Plan | Price | What you get |
|---|---|---|
| Free | $0 | 10 chats, 20 image conversions, 3 dashboards |
| Essential | $9.90 a month or $99 a year | 150 chats, 10 dashboards, 50MB files, 500MB storage |
| Professional | $29.90 a month or $299 a year | Unlimited chats, 30 dashboards, prediction models, 1GB storage |
| Premium | $59.90 a month or $599 a year | 100 dashboards, 300MB files, 10GB storage |
| On-premise | Contact for Pricing | Runs inside your own network |
Yearly billing saves about 17%, and first-time buyers can claim a full refund within seven days if they have used it fewer than ten times. Toolify lists the 150-chat allowance under the free plan, which the official page assigns to Essential, and Neura Market claims SOC 2 Type II certification that the official site does not mention.
Disclaimer: Allowances have already shifted once since the Excelmatic rebrand, so check the live pricing page before you pay.
What Makes RowSpeak Unique?
Dirty input is RowSpeak’s speciality. Most AI spreadsheet chatbots expect a tidy table with one header row, while RowSpeak is built for scanned invoices, handwritten tallies and multi-tab workbooks exported from older business systems.
It also treats analysis as a repeatable job rather than a one-off chat. Saved workflows rerun when the next month’s file arrives, and every assumption stays visible and editable, which suits teams who must explain where a number came from.
Compatibilities and Integrations
RowSpeak works through file uploads rather than live connections, so its compatibility depends on what your other tools can export.
- Platforms: Browser only, with no desktop or mobile apps listed.
- File inputs: Excel, CSV, PDF tables, JPG and PNG images, scans and screenshots.
- Data sources: Exports from HubSpot, Salesforce, Stripe, banks, ad networks and ERP or warehouse systems.
- Exports: Excel, CSV, PNG charts, PDF reports, PowerPoint and interactive HTML dashboards.
- Planned connectors: Google Sheets, Google Analytics and databases are marked as coming soon.
RowSpeak Tutorials
Ten minutes and one real export are enough for a first RowSpeak report:
- Create a free account on rowspeak.ai.
- Upload a spreadsheet, CSV export or table screenshot under 5MB.
- Ask a specific question, such as which region lost margin last quarter.
- Check the fields, date range and filters it chose, and correct any that are wrong.
- Turn the result into a dashboard or summary report.
- Export it as Excel, PDF, PowerPoint or an image.
How We Rated It
RowSpeak earns 3.8 out of 5, held back mainly by its upload-only workflow and thin support, while ease of use and low prices score well.
| Criterion | Score | Why |
|---|---|---|
| Accuracy and Reliability | 3.8/5 | Good, check assumptions |
| Ease of Use | 4.4/5 | Plain-English chat |
| Functionality and Features | 4.1/5 | Cleaning, charts, OCR |
| Performance and Speed | 3.9/5 | Quick on typical files |
| Customization and Flexibility | 3.7/5 | Editable assumptions and themes |
| Data Privacy and Security | 3.5/5 | Encrypted, vague legal entity |
| Support and Resources | 3.3/5 | Small help base |
| Cost-Efficiency | 4.3/5 | Cheap paid tiers |
| Integration Capabilities | 2.8/5 | Uploads only |
| Overall Score | 3.8/5 | Average of the nine criteria |
Summary
RowSpeak suits finance staff, marketers and small business owners who want charts and plain explanations from messy exports without writing formulas. Its scanning and cleaning tools handle files that tidier chat analysts reject. The main limitation is the lack of live connectors and team accounts, so every update still means a fresh upload. Prices are low and the free plan is enough for a trial. Test it first with your messiest real export, and compare its answers with figures you already trust.
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