How We Work

The Standard

Every article on The Insight Feed is held to one test: would a thoughtful, informed reader find this genuinely useful? Not just readable. Useful. That question gets asked at multiple points in the production process, and a "no" at any point kills the article.

A meaningful percentage of articles that enter the pipeline never reach readers. They get cut for being too similar to what already exists, for angles that don't hold up under scrutiny, or for failing quality checks that run before publication. That's by design.

Yes, It's AI

The Insight Feed is powered by AI. Research, drafting, and much of the editorial review process runs on a custom pipeline built specifically for this publication. We're not hiding that.

What the pipeline does well: it covers more ground faster than a small team could manually, cross-references more sources, and applies consistent quality criteria without getting tired or cutting corners on deadline. What it isn't: a chatbot producing content on demand. The pipeline has opinions. It rejects topics. It kills drafts. It flags claims it can't verify and refuses to run them.

What the Quality Gates Actually Check

Before any article reaches readers, it passes checks for:

• Originality. If a topic is already covered in depth by established publishers with no meaningfully different angle, it doesn't proceed. We maintain a full catalog of published articles and screen every new topic against it.
• Research depth. Claims require sources. Statistics get traced to primary data — IRS filings, Federal Reserve releases, SEC documents, peer-reviewed research. Unverifiable figures are cut, not paraphrased.
• Angle differentiation. A distinct point of view is required before drafting begins. Recaps of widely-covered news without a genuine editorial contribution don't make it through.
• Fact consistency. Numbers, dates, and attributions are checked for internal consistency and against the source material.
• Legal and compliance review. Financial content is screened for inappropriate advice language, missing disclaimers, and FTC compliance on affiliate disclosures.
• Editorial quality. A final review evaluates whether the article delivers on its angle, whether the evidence actually supports the claims, and whether a reader would walk away knowing something they didn't before.

How Topics Get Chosen

Topics come from two places: timely subjects surfacing in the news and financial data on a given day, and areas of ongoing interest the publication tracks closely. Either way, a topic only moves forward if it clears the originality and differentiation checks. The pipeline doesn't chase volume — it passes on topics it can't cover with a genuine angle.

How Publication Works

Articles that clear every quality gate are published automatically. There's no manual approval queue. The editorial bar is built into the process itself — if an article makes it through, it met the standard. If it didn't, it was cut somewhere along the way and the reason is logged.

The pipeline also learns. Feedback from failed articles — wrong angle, thin evidence, too close to existing coverage — feeds back into future runs. Standards compound over time.

Corrections Policy

We take factual accuracy seriously. If you spot an error — a wrong statistic, a misattributed quote, an outdated figure — please email us at [email protected]. We review all correction requests. Verified errors are corrected within 24 hours and noted at the bottom of the affected article with the date of correction.

Financial Content Disclaimer

Articles covering personal finance, investing, and markets are published for informational and educational purposes only. They do not constitute financial advice. The Insight Feed is not a registered investment advisor. Nothing published here should be construed as a recommendation to buy, sell, or hold any security or financial product. Readers should consult a qualified financial professional before making investment or financial decisions.

Affiliate Relationships

We participate in affiliate programs, including the Amazon Associates Program. When you click an affiliate link and make a purchase, we may earn a small commission at no additional cost to you. Affiliate relationships do not influence editorial decisions — we link only to products and services we believe are genuinely useful to readers. See our full Affiliate Disclosure for details.

Questions, corrections, or feedback: [email protected]