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How to Write Good Questions for an AI Financial Assistant

How to Write Good Questions for an AI Financial Assistant

A question to an AI financial assistant needs five things stated explicitly: the period, the scope, the measure, the cost basis, and how you will check the answer. Leave any of them implicit and the software fills the gap with a default you did not choose. The number that comes back will be inter...
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The Human-in-the-Loop Close: Where Automation Stops in Ecommerce Accounting

The Human-in-the-Loop Close: Where Automation Stops in Ecommerce Accounting

Automation closes the parts of the month that are deterministic: payout matching, transaction coding, fee classification, bank reconciliation. It stops at four places where a person has to decide what is true. Those four are costing policy, accrual judgment, the exception queue, and the final rev...
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AI Bookkeeping for Small Business: What Scales and What Does Not

AI Bookkeeping for Small Business: What Scales and What Does Not

AI bookkeeping scales on work where the cost of handling one more transaction is close to zero and the rules do not change: classifying a bank line, matching a deposit against a settlement report, coding a recurring vendor bill. It does not scale on work that depends on something physical happeni...
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FAQ: Will AI Replace Bookkeepers?

FAQ: Will AI Replace Bookkeepers?

The question gets asked two ways. A seller asks it to find out whether they can stop paying someone. A bookkeeper asks it to find out whether to retrain. The answers differ, so both are below, with the labor data attached rather than an opinion.
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The Data Quality Problem Behind Every AI Accounting Tool

The Data Quality Problem Behind Every AI Accounting Tool

Every AI accounting tool, from every vendor, produces answers whose quality is capped by the data underneath. In ecommerce that cap is low by default, and not because sellers are careless. It is low because the data arrives from five or six systems that disagree with each other about what a sale ...
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Checklist: Evaluating an AI Bookkeeping Tool Before You Trust It

Checklist: Evaluating an AI Bookkeeping Tool Before You Trust It

Vendor demos in this category all look the same, because the chat interface is the easy part and everyone has a good one. The differences that matter are in data intake, costing, verifiability, and controls, and none of them show up in a scripted walkthrough.
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AI Financial Analysis for Multichannel Sellers: The Questions Worth Asking

AI Financial Analysis for Multichannel Sellers: The Questions Worth Asking

Given clean, reconciled ecommerce data, current analysis models are competent. They will compute a margin bridge, rank SKUs by contribution, and describe a cash cycle without difficulty. What they will not do is decide what is worth asking, and most of the disappointment in this category comes fr...
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Glossary: Anomaly Detection in Financial Data

Glossary: Anomaly Detection in Financial Data

Anomaly detection in financial data is the practice of comparing new transactions or balances against an expected pattern and flagging the ones that deviate. It answers one question: is this different from what usually happens here. It does not answer whether the usual thing is correct, which tur...
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AI for Accountants and Bookkeepers: Where It Helps and Where It Breaks

AI for Accountants and Bookkeepers: Where It Helps and Where It Breaks

AI helps accountants most in the work clients never see, and breaks in the work clients care about most. Drafting, coding, summarizing, and first-pass matching have gotten meaningfully faster. Inventory valuation, period cutoffs on marketplace data, and anything requiring a judgment call about a ...
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How to Prepare Your Books So an AI CFO Can Actually Read Them

How to Prepare Your Books So an AI CFO Can Actually Read Them

An AI CFO can only answer questions your ledger already contains the facts to answer. If marketplace payouts land as single deposits, if all fees share one expense account, and if cost of goods sold posts as a month-end estimate, no analysis tool from any vendor will tell you anything you did not...
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Glossary: Agentic AI in Accounting

Glossary: Agentic AI in Accounting

Agentic AI in accounting means software that takes multi-step actions on its own rather than answering a single question. An assistant tells you which account a transaction belongs in. An agent codes it, posts it, clears the reconciliation, and moves to the next one. The difference is permission ...
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AI Bookkeeping Software: What It Actually Automates in an Ecommerce Business

AI Bookkeeping Software: What It Actually Automates in an Ecommerce Business

AI bookkeeping software reliably automates four things in an ecommerce business: coding bank and card transactions to expense accounts, extracting fields from supplier invoices and freight bills, matching payments against open records, and flagging entries that break a pattern. It partly automate...
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AI Accounting Software: What to Look For Before You Buy

AI Accounting Software: What to Look For Before You Buy

Buying AI accounting software goes wrong in the same place almost every time: the seller compares feature lists across three products that do not do the same job. This is an evaluation guide, organized around the decisions that actually separate the options. It assumes a real multichannel busines...
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Can ChatGPT Do Your Ecommerce Accounting? A Test With Real Settlement Data

Can ChatGPT Do Your Ecommerce Accounting? A Test With Real Settlement Data

A general-purpose chatbot can explain your settlement report, write the formula you need, and draft a reconciliation checklist. It cannot close your books. The blocking problems are not intelligence problems: the file is often too large to upload intact, the data required to compute cost of goods...
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What Is an AI CFO? A Guide for Ecommerce Sellers

What Is an AI CFO? A Guide for Ecommerce Sellers

An AI CFO is software that reads your accounting data and answers finance questions in plain language. What was margin by channel last month. Which SKUs lost money after fees. Why cash fell while revenue rose. What happens to contribution if landed cost climbs eleven percent. It does not sign a t...
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Glossary: AI Bookkeeping

Glossary: AI Bookkeeping

AI bookkeeping is the use of machine learning models to perform the recording steps of bookkeeping: classifying transactions to accounts, matching payments to invoices and deposits, flagging entries that look wrong, and drafting journal entries for review. The term describes a method, not a produ...
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Etsy Seller Accounting and Bookkeeping: What's Different

Etsy Seller Accounting and Bookkeeping: What's Different

Etsy stacks more separate fees on a single sale than almost any other channel, and bills some of them after the fact. If you only watch deposits, you will never see what Etsy actually costs you.
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Introducing the eCommerce Profit Simulator from ConnectBooks

Introducing the eCommerce Profit Simulator from ConnectBooks

The eCommerce Profit Simulator is a powerful new feature inside ConnectBooks that lets you model your profitability before you make a decision, so you can move forward with confidence, not guesswork.
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Walmart Marketplace Accounting: A Multi-Channel Seller Case Study

Walmart Marketplace Accounting: A Multi-Channel Seller Case Study

A ConnectBooks customer added Walmart Marketplace as a third channel in late 2024 after operating on Amazon and Shopify for several years. Six months in, the accounting differences had surfaced enough lessons that we wrote them down. This is what a careful Walmart launch looks like through an accounting lens.
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The Tariff Impact on Ecommerce Sellers in 2026

The Tariff Impact on Ecommerce Sellers in 2026

The 2024-2026 tariff escalation has done more to reshape ecommerce unit economics than any other macro event in the last decade. Sellers who source from China have been absorbing 7.5 to 25 percent landed-cost increases, often without being able to raise prices proportionally. This is what's actually happening, what the math looks like, and what's working for sellers who are still profitable.
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How a 7-Figure Seller Consolidated 5 Marketplaces in 30 Days

How a 7-Figure Seller Consolidated 5 Marketplaces in 30 Days

A multi-marketplace home and kitchen brand doing $7M in annual revenue across Amazon, Shopify, Walmart, eBay, and TikTok Shop migrated to ConnectBooks in April 2026. Here's what they found and what changed.
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Q2 2026 Ecommerce Accounting: Five Trends That Are Actually Moving the Numbers

Q2 2026 Ecommerce Accounting: Five Trends That Are Actually Moving the Numbers

Quarterly trends posts usually recycle the previous quarter's headlines. The five things below are different. Each one has shown up in our customers' books in the last 90 days. If you sell on more than one marketplace, at least three of these are already costing you money you can't see without per-SKU reporting.
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The Story of ConnectBooks: From Bookkeeping Firm to Automation Powerhouse

The Story of ConnectBooks: From Bookkeeping Firm to Automation Powerhouse

Discover how ConnectBooks started in 2017 from a small bookkeeping company and grew into a leading e-commerce accounting solution by automating Amazon-to-QuickBooks data workflows.
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Potentiate Ventures Invests in ConnectBooks as Eytan Wiener Joins to Transform eCommerce Accounting

Potentiate Ventures Invests in ConnectBooks as Eytan Wiener Joins to Transform eCommerce Accounting

Eytan Wiener becomes Head of Growth at ConnectBooks, bringing nearly two decades of eCommerce leadership to scale the platform among sellers, bookkeepers, and fintech partners.
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Unlock Smarter Insights with the New Comparison Dashboard

Unlock Smarter Insights with the New Comparison Dashboard

At ConnectBooks, we know that clarity and control are the lifeblood of ecommerce success. That’s why we created an all-new Comparison Dashboard—a sleek, powerful new feature for analyzing performance over time, with the clarity and control you’ve been asking for. 
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Surviving (and Thriving) Under New Tariffs: A Smart Seller’s Playbook

Surviving (and Thriving) Under New Tariffs: A Smart Seller’s Playbook

If you’re an eCommerce seller, you’ve likely felt the sting of the recent tariff increases. Whether you're sourcing from China or shipping across borders, these added costs are squeezing margins and shaking up pricing strategies across the board.‍ And while we can’t control government policy, we can control how we respond.
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Top 38 Xero Integrations to Streamline Your Business Processes

Top 38 Xero Integrations to Streamline Your Business Processes

Dive into the world of Xero integrations and learn about the top functionalities you can find on the Xero App Store, how to setup and utilize Xero integrations for your business processes.
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5 Common Bookkeeping Mistakes by Amazon Sellers

5 Common Bookkeeping Mistakes by Amazon Sellers

As an Amazon Seller the margin for error can be thin and the difference between a successful business and a fledgling one often lies in the details of how your business is managed. That’s why it's important to understand not just the best practices of running a store but to have a strong understanding of the pitfalls and mistakes that can be avoided. 
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Join the Globalization of eCommerce

Join the Globalization of eCommerce

Global eCommerce has been expanding year on year at a rapid pace. Even the coronavirus pandemic can’t keep down sales. But while COVID-19 sparked an international economic downturn, causing a lot of people to pull back on the amount they were spending on offline retail, many consumers moved to shop online to avoid the risks of infection.
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