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Human authorship, visible standards

Editorial process

I'm Emre Elbeyoglu, the author behind GrowthMarketing.ai. I write and approve the final articles published under my name. AI can support parts of my workflow, but it does not replace my judgment, source checking, or responsibility for what appears on this site.

Portrait of Emre Elbeyoglu

Written and reviewed by

Emre Elbeyoglu

Last reviewed

Editorial model

One named author, accountable end to end

The short version

GrowthMarketing.ai is a named-author publication, not a bulk content operation. I start with a problem, source, interview, experiment, or useful question. I work through the evidence, write the article, check the material details, and take responsibility for the result.

AI helps with parts of that process. It does not get a byline, count as a source, create personal experience, or make the final call. Generated text is not pushed straight from a model to the site.

How an article is made

The depth changes with the subject, but the responsibility does not. These are the five stages I use for original editorial work.

  1. 01

    Start with a real question

    A topic comes from hands-on work, a reader problem, an interview, a product change, new evidence, or a gap I can answer. Search volume alone is not a reason to publish.

  2. 02

    Gather the evidence

    I prefer official documentation, original research, direct interviews, datasets, and the product itself. Secondary sources add context, but they do not replace the closest available source.

  3. 03

    Write the argument

    I decide what the piece says, write the explanation in my own voice, and separate reported facts from my analysis, experience, and opinion.

  4. 04

    Use AI within limits

    AI can help with transcription, note organization, research questions, outline options, editing, and repetitive formatting. It is never treated as evidence or an author.

  5. 05

    Check and maintain

    Before publishing, I revisit material claims, names, dates, numbers, quotes, links, and product behavior. After publication, I update or correct the page when the evidence changes.

How I use AI

The useful distinction is not whether a tool appeared in the process. It is whether a human author did the thinking, checked the evidence, and accepted responsibility for the published work.

AI may assist with

  • Transcribing interviews and locating timestamps
  • Organizing notes or comparing possible structures
  • Generating research leads and questions to investigate
  • Editing for clarity, grammar, or repetition
  • Handling mechanical formatting and content operations

AI may not replace

  • Treating a model response as a factual source
  • Inventing citations, quotes, tests, credentials, or experience
  • Claiming a product was used when it was not
  • Publishing generated passages without human review and rewriting
  • Hiding sponsorship, ownership, or another material conflict

Editorial questions

Direct answers to the questions readers most often have about how the work reaches the site and what happens afterward.

Do you use AI to write your articles?

Yes, as a support tool—not as an anonymous author. I may use AI to transcribe recordings, organize notes, surface questions, compare outlines, edit wording, or handle repetitive formatting. I do not publish model output without reviewing and rewriting it. I open the sources myself, verify factual claims, and make the final editorial decision. A fluent AI answer is not evidence.

How often do you update existing content?

There is no artificial monthly refresh promise. I revisit a page when a source changes, a product or platform behaves differently, new evidence alters the conclusion, or a reader identifies a problem. Meaningful revisions receive an updated date. The visible date gives context; it is not a claim that every external product stayed unchanged afterward.

How do you choose what to write about?

I choose questions I can answer with useful evidence, firsthand work, a direct conversation, or a clear point of view. The subject should help a growth, SEO, product, or AI practitioner make a better decision. If the only case for an article is an easy keyword or a model's ability to generate it, I do not need to publish it.

What happens when you get something wrong?

I check the report against the underlying source, fix a verified error as soon as I reasonably can, and update the page date when the correction changes the substance. I add a correction note when readers need to understand what changed. Small spelling or formatting fixes do not receive a formal note. I do not knowingly leave a false claim live.

Trust and independence

Readers should be able to see who is speaking, what may shape the author's view, and whether money influenced the coverage.

Are authors paid by the tools they write about?

A company cannot pay for a favorable conclusion, ranking, comparison position, or review outcome. GrowthMarketing.ai does not currently accept paid placements in editorial reports. If sponsored or affiliate content is ever published, the relationship will be disclosed and qualifying links will be labeled. Payment will not be presented as independent judgment.

Do authors disclose conflicts of interest?

Yes. My author profile lists my companies, client work, and professional background. When I cover a company or product that I built, worked for, advised, invested in, or otherwise have a material relationship with, I disclose that relationship where it matters to the reader's interpretation.

Where can I read your work outside this site?

My GrowthMarketing.ai author profile links to my personal website and public profiles, and records relevant work published elsewhere. The same profile also lists my background, areas of work, and every article published under my name here.

Editorial standards

Before a page is ready, I check the details most likely to turn a confident explanation into a misleading one.

  • A named person takes responsibility for the final article and its claims.
  • Material facts link to the closest useful source, preferably a primary source.
  • Quotes match the recording or source; translations preserve the speaker's meaning.
  • Numbers retain their unit, timeframe, denominator, and relevant limitations.
  • Firsthand claims describe work that actually happened; AI does not invent experience.
  • Product claims are tested directly or tied to documentation current at review time.
  • Fact, inference, opinion, and uncertainty are distinguishable in the wording.
  • Relevant commercial relationships are visible instead of hidden behind the byline.

Found something that needs checking?

Send the page URL, the claim in question, and the source or evidence I should review. A specific report is much easier to investigate than a general disagreement.

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