Let's Talk Business Plans

Summary

Let's Talk Business Plans publishes practical, sourced business planning content. Articles on this site are drafted with the help of AI tools. Where an article cites a source, the source is linked so you can check it yourself. The site is run and overseen by James Crothers, who is responsible for what it publishes, but not every article is individually reviewed by a person before it goes live. This page explains how articles are produced, what our automated quality checks look for, and how we handle corrections.

Key Takeaways

•Every article is researched against authoritative primary sources, with citations linked inline.
•Articles are drafted with the help of AI tools, and we say so.
•New articles go through automated quality checks (citations, sourcing, readability, scoring) before going live.
•The site is run and overseen by James Crothers. Not every article is individually reviewed by a person before publication.
•We correct factual errors quickly when readers report them — accuracy beats ego.

Our Standards

We write for entrepreneurs who use what they read to make real financial decisions — to apply for SBA loans, raise capital, or launch a business. Bad advice on this site can cost a reader their funding, their savings, or their shot at the venture they have been working toward. We take that seriously. Our editorial standards exist to make sure that does not happen.

Accuracy

Every factual claim in our articles is researched against authoritative primary sources. Citations are linked inline so readers can verify what we say. When sources conflict, we link to the most authoritative one (typically a government agency, an established industry body, or a peer-reviewed publication) and note the disagreement.

Attribution

We do not present claims without sources. If we say the SBA reports a particular figure, the SBA page is linked. If we say a tax rule applies, the IRS page is linked. We do not use AI-generated sources or unverifiable references — and we never invent citations.

Transparency

We use AI tools in our editorial process and we say so. This page exists because we believe readers deserve to know how the articles they rely on are produced. Hiding tooling is the opposite of editorial integrity.

How We Research

Every article begins with a research phase against authoritative primary sources. The model is straightforward: link to the agencies and institutions whose word is closest to the underlying reality, not to other blog posts that link to those agencies.

Sources We Use

Our research draws from the U.S. Small Business Administration (SBA), the Internal Revenue Service (IRS), the Federal Deposit Insurance Corporation (FDIC), the U.S. Census Bureau, state Secretary of State offices, Nolo and other established legal-information publishers, and respected financial industry publications. Every article cites a minimum of four authoritative sources, and most cite considerably more.

Sources We Do Not Use

We do not treat AI-generated content, anonymous forum posts, social media claims, or unverified third-party blog summaries as primary sources. We do not cite Wikipedia as a primary source — though we may use it as a starting point to find the original references.

How We Write

Articles are drafted with the help of AI tools, inside standards set by James Crothers. AI tools do much of the research synthesis and drafting; automated checks then test each new article against those standards.

Topic Selection

Topics are chosen based on what entrepreneurs actually ask — common questions, gaps in the public guidance, and trends in business formation.

Research and Drafting

We use AI tools to assist with research synthesis, structural drafting, and consistency across our library. Every article is built around a researched outline with cited sources before any drafting begins. The AI tools work within the editorial standards we set; they do not override them.

What AI Does Not Do

AI does not choose what we publish. AI does not bypass our quality gates. AI does not generate fictitious citations — every linked source is verified to exist and to support the claim it backs. AI does not write our editorial standards or our corrections policy.

Quality Review

New articles must pass our automated quality gates before they go live. Articles that fail a gate are revised or rejected. These checks are automated; they are not a person reading every article.

What We Check

Citation completeness: every factual claim must trace to a verifiable source. Source quality: citations must come from authoritative primary sources (see above). Readability: articles must be usable by a real founder, not buried in jargon. Structure: articles must be navigable, with clear headings, summaries, and key takeaways. Scoring: we score articles on factual accuracy, sourcing depth, and quality signals before publishing.

Editorial Accountability

James Crothers runs and oversees Let's Talk Business Plans and is responsible for what it publishes. Not every article is individually reviewed by a person before it goes live. An article shows a "Reviewed by" credit only when a person has actually reviewed that article.

Corrections and Updates

When we get something wrong, we fix it. Accuracy is more important than appearing to have always been right.

How to Report an Error

If you spot a factual issue with any article on this site, please contact us through our contact page. Tell us which article, which claim, and what the correct information is. We read every message and review every reported error.

How We Update

Verified errors are corrected promptly. We also review published articles for freshness when regulations, market conditions, or best practices change. Updates are reflected in the article's last-modified date.

FAQs

Does AI write the articles on this site?

Articles are drafted with the help of AI tools. James Crothers sets the standards and citation rules, and automated quality gates check new articles against them. Not every article is individually reviewed by a person before it goes live.

Why are you transparent about AI use when many publishers are not?

Because readers deserve to know how the content they rely on is produced. Hiding tooling that affects what gets published is incompatible with editorial integrity. We would rather lose a few readers who prefer no-AI content than mislead the readers we keep.

How do I know the sources you cite are real?

Click them. Every citation in our articles is an inline link to its primary source. If a citation is broken or points to the wrong place, please report it through our contact page and we will fix it.

What if I find a factual error in an article?

Please contact us. We treat factual errors as urgent and correct verified mistakes promptly. We mark updated articles with their revised date.

Who is responsible for what gets published?

James Crothers runs and oversees Let's Talk Business Plans and is responsible for what it publishes. Automated quality gates check new articles against the site's standards; not every article is individually reviewed by a person.

Editorial Standards