Editorial Standards & Research Methodology

The LowCarb Wiki exists because food labels lie. Our standards exist because the people reading the wiki are making real health decisions, often on tight budgets, with real consequences. We take that seriously.

How we research articles

Every article in this wiki goes through the same five-step research process before publication:

1. Topic selection. We write articles in response to real reader questions submitted through the contact form, search analytics from our own site, and confusion patterns we see in keto and low-carb communities.
2. Primary source review. Before drafting, we identify the most authoritative sources on the topic — peer-reviewed research from PubMed and NIH, government nutrition data from FDA and USDA, and consensus statements from institutions like Harvard T.H. Chan School of Public Health, the American Diabetes Association, and the World Health Organization.
3. Drafting with citations. Every claim that goes beyond common knowledge is linked to the source. We don’t paraphrase research findings without showing readers exactly where to verify them.
4. Editorial review. Articles are reviewed by Sam Bellamkonda, founder of LowCarb Avenue, who has spent over five years studying low-carb nutrition both as a business operator and as someone living the diet.
5. Publication and continuous review. Articles include their last-reviewed date. When research evolves or product information changes, we update the article and bump the review date.

Sources we trust

We rank sources by independence and rigor:

• Tier 1 (highest weight): Peer-reviewed research from major journals — NEJM, JAMA Internal Medicine, American Journal of Clinical Nutrition, Diabetes Care, Nutrients, British Journal of Nutrition, Nature Medicine. Accessed via PubMed.
• Tier 2: Government regulatory and nutrition data — FDA, USDA, NIH, NHS, WHO. We use these for labeling rules, ingredient definitions, and verified macronutrient information.
• Tier 3: Major academic institutions — Harvard T.H. Chan School of Public Health, Mayo Clinic, Cleveland Clinic, Johns Hopkins. Used for consensus interpretations and patient-facing summaries.
• Tier 4 (used cautiously): Industry trade groups (Whole Grains Council, Sugar Association, etc.). We cite these only when documenting their stated positions, never as neutral arbiters.

Sources we don’t use

• Single-author blogs with no citations
• Anecdotal reports without supporting research
• Studies funded by the company whose product is under review (without disclosure)
• Pre-print papers that haven’t been peer-reviewed
• Out-of-date research when newer consensus exists

Conflicts of interest

This is a wiki published by LowCarb Avenue, a company that sells low-carb breads. We disclose this prominently because it matters: when our wiki articles compare bread products, we are not a neutral third party.

To manage this conflict, we follow these rules:

• We use FDA-published labeling rules and laboratory-verified data (USDA FoodData Central) when comparing products. The numbers are not our opinion — they’re public regulatory data.
• When we mention LowCarb Avenue products in an educational context, we identify them clearly as our products, not as neutral examples.
• We don’t write competitor takedowns. Articles like “Brand X vs Brand Y” — where we’d be the implicit “right answer” — are not part of our editorial content. We removed one such article in April 2026 for this reason.
• We try to make our articles useful even to readers who never buy our bread. If an article only makes sense as a sales pitch for our product, we don’t publish it.

Corrections policy

If you find an error in any wiki article — a factual mistake, an outdated citation, a broken link to a study — please contact our editorial team. We acknowledge corrections within 1-2 business days, fix substantive errors within a week, and update the article’s “Last reviewed” date when the correction is published.

For substantive corrections (factual changes that affect the article’s recommendation), we add a note at the bottom of the article explaining what changed and when.

Medical disclaimer

The LowCarb Wiki is not medical advice. We write about nutrition science, food labels, and product analysis for educational purposes. The content should not replace consultation with a qualified healthcare provider, especially for readers managing diabetes, kidney disease, eating disorders, pregnancy, or any condition where dietary changes carry medical risk.

If you’re starting a low-carb or ketogenic diet for medical reasons, please discuss it with your doctor first.

About the editorial team

The wiki is edited by Sam Bellamkonda, founder of LowCarb Avenue. Connect with her on LinkedIn.

For story tips, error reports, or topic suggestions, use our contact form. All messages route to info@lowcarbavenue.com and we typically respond within 1-2 business days.

Last updated: April 2026.