About Business Stack Index
Independent software decision support for small businesses.
Business Stack Index is an independent editorial project built to help small businesses decide what software they actually need, what can wait, what can be skipped, and which products fit once a category is justified.
What we publish
We build business-type stack guides, software-category decision pages, head-to-head comparisons, alternatives pages, pricing explainers, and original software-cost research. The common rule is that the page must help a reader make a different decision—not simply restate a vendor's feature list.
How the Business Stack Engine works
The engine separates two questions that software roundups often blur together. First, does this business need the category at all? Category Need Score considers business type, team size, lead flow, appointment volume, sales complexity, collaboration, automation, business stage, and other operating signals. Only after the category clears that test do we calculate Tool Fit for products inside it.
That means “buy nothing,” “stay on the free tier,” and “skip this category for now” are valid outputs. Read the full scoring methodology.
How pages are researched
Material product claims are checked against primary sources where practical, including official vendor documentation, product pages, pricing pages, security or compliance documentation, and other first-party materials. The site maintains a structured editorial evidence registry in evidence.json, which records the sources associated with decision pages and the dates those sources were checked.
Decision pages expose visible “Sources checked” and “Last updated” information so readers can see what a page is grounded in and how recently its underlying evidence was reviewed.
AI-assisted research and drafting
Research organization, analysis, drafting, data normalization, and editorial production are AI-assisted. AI assistance does not replace the published decision rules: every recommendation must follow the Business Stack Index methodology, including the separation of Category Need Score from Tool Fit and the rule that affiliate economics never enter either score.
Pricing, limits, capabilities, and material claims are re-verified on a recurring editorial review schedule, and checked dates are updated in the evidence or plan records when the underlying information is reviewed.
How we make money
Some outbound vendor links may be affiliate links. If a reader buys through a monetized link, Business Stack Index may receive a commission. Affiliate status, payout amount, commission rate, cookie duration, and partner tier are stored separately from the recommendation engine and never affect Category Need Score, Tool Fit, ranking, or whether a product is included.
A non-affiliate product can rank above an affiliate product. Read the affiliate disclosure and editorial policy.
Editorial independence
Business Stack Index does not sell rankings, accept payment to change scores, or allow affiliate economics to determine editorial conclusions. Commercial relationships can affect whether an outbound link earns a commission; they do not change the methodology, scoring logic, evidence standard, or recommendation.
The project does not present invented people, credentials, team sizes, years of experience, offices, or locations as trust signals.
How we check software claims
Material pricing, plan-limit, security, and product claims are checked against primary vendor sources where practical. Decision pages expose a visible “Sources checked” list and last-updated date from evidence.json. Pricing can change after the checked date, so purchase decisions should still be confirmed on the vendor's current checkout or pricing page.
What our scores are not
Scores are decision support, not universal rankings, customer reviews, legal advice, tax advice, accounting advice, security certification, compliance approval, or a promise that a tool will work for every implementation. Sensitive and regulated workflows require independent review of the exact product, plan, configuration, contracts, data path, retention, and applicable obligations.
Original research and corrections
Our software-cost research publishes the assumptions behind its free-tier floor, lean-paid, and typical monthly benchmarks. When a material factual error is found, the underlying source record and affected page should be corrected and the checked date refreshed. See the research and correction standards.
Corrections and tool suggestions
If you find an outdated price, incorrect product claim, broken link, missing tool, or another material issue, use the contact form. Include the page URL when possible so the relevant source and evidence record can be checked and corrected.