Start with the actual question.
Terra tries to give a plain-English answer before adding terminology. A page should help a reader understand a decision, not simply repeat a dictionary definition.
Terra is built to make assumptions, math, sources and incentives visible. This page explains who is behind the work, how financial claims are checked, where AI may assist, and what Terra will not pretend to know.
Terra intentionally separates practical investing experience from professional licensing.
Terra was founded by a self-directed investor with more than 20 years of experience investing in stocks and options and roughly 15 years of experience as a client of a financial advisor. That experience shapes the questions Terra asks — especially around recurring fees, taxes, transparency, long-term compounding and the difficulty of changing course after years of accumulated gains.
The founder is not a financial advisor, CFP, CPA, attorney or registered investment professional. Terra does not use investing experience as a substitute for a credential it does not have. The site publishes under the Terra Investor Tools Editorial Team name so the public focus stays on the reasoning, sources and reproducible math rather than on a personal brand.
Experience helps identify useful questions. Primary sources, disclosed assumptions and reproducible calculations are what support the answers.
Not every page needs the same depth, but financial rules and decision guides are held to a higher standard than a simple navigation page.
Terra tries to give a plain-English answer before adding terminology. A page should help a reader understand a decision, not simply repeat a dictionary definition.
Tax rules, plan limits, investor protections and regulatory definitions are checked against named sources. Terra examples and calculator outputs are labeled as modeled illustrations.
IRS, SEC/Investor.gov, Department of Labor, CFPB and other original sources are preferred for current rules and investor education. Secondary sources may add context, but they do not silently replace the primary source.
Calculator pages disclose major conventions such as effective-annual return treatment, fee assumptions, contribution timing and important exclusions. Decision articles link to the related calculator when the example can be reproduced.
Roth vs. Traditional, advisor fees, debt vs. investing and retirement decisions can depend on assumptions. Terra tries to show what would make the answer change rather than present a universal prescription.
Pages that rely on current limits or regulations carry review cues and source links. Meaningful changes are recorded on What's New; routine formatting changes are not presented as substantive research updates.
Government agencies, regulators, statutes/rules, official plan documents, original company filings and original published research.
Regulatory or self-regulatory tools such as Investor.gov and FINRA resources used to cross-check concepts, costs or professional registrations.
Established research organizations, financial publications and educational materials may help explain a topic, but current rules are not based on an unsourced summary when a primary source is available.
Illustrations created with Terra's own calculator logic. They are not external evidence and are labeled as scenarios rather than forecasts.
Terra may use AI tools to assist with drafting, organization, code, test cases, formatting, comparison tables and identifying questions that deserve a primary-source check.
An AI response is not cited as authority for a tax rule, regulatory requirement, contribution limit or investment fact. Current claims are checked against the named source, and substantive site changes are reviewed by the site owner before deployment.
Core Terra calculators run on explicit JavaScript formulas. AI does not generate a personalized calculator answer behind the scenes. The same inputs produce the same modeled result under the same version of the engine.
If a source changes, a calculation error is found or a page overstates what the evidence supports, Terra's standard is to correct the substance and update the review trail rather than preserve an old conclusion.
Terra's purpose is to help a visitor understand the tradeoff well enough to make a more deliberate decision or ask a better question.
Advertising or future affiliate compensation does not change calculator formulas, modeled results or editorial conclusions. Paid relationships are disclosed when they exist.
Educational models cannot see your complete tax return, estate plan, benefits, debt terms, risk capacity or family obligations. Pages identify important variables but do not claim individualized advice.
Long-run return assumptions are scenario inputs. Markets are volatile, taxes change and real cash flows do not arrive with the smoothness of a spreadsheet.
The separate How Terra Makes Money page explains the revenue guardrails so readers can evaluate incentives as well as content.
Read the methodology behind the models, the founder perspective, and the revenue policy.