Every one of the five publications compared here built real audiences and, at points, real journalism. That’s worth saying up front, because the point of this piece isn’t that they’re worthless, it’s that each one solved the problem of “how do we publish at scale” in a specific way, and each of those specific ways created a specific, well-documented failure mode. Talmyn was built after those failure modes were already public record, which made it possible to design around them directly rather than discover them the hard way. Here’s the actual comparison, with sources, not just assertions.

Forbes: an unedited contributor network that became, in its own industry’s words, a platform for grift

Forbes built its scale through a contributor network that, for years, let almost anyone publish under the Forbes.com domain with no editing. Nieman Journalism Lab, a Harvard-affiliated media research outlet, documented what it called “an incomplete history of Forbes.com as a platform for scams, grift, and bad journalism.” BuzzFeed News separately reported on a Forbes and Entrepreneur contributor who spent years promoting his own clients in articles without disclosure, a textbook pay-to-play arrangement. The Columbia Journalism Review covered the broader pattern across the industry: contributor networks where marketers and the people covering them were sometimes the same person.

Forbes has since restructured the program, adding pay and culling underperforming contributors annually, changes made specifically in response to years of this public criticism. Separately, Google itself has flagged Forbes for ads it classifies as actively annoying to users, autoplaying video with sound and full-page interstitials before content loads, and readers have documented Forbes serving malvertising to visitors who disabled ad blockers at the site’s own request.

The structural fix, not just a promise: Talmyn’s self-submission channel exists, founders and creators can submit their own work, but every submission gets independently checked against the actual product before anything publishes, the same standard applied to a scout report or a press release. There’s no unedited publishing tier, paid or unpaid, where a submitter’s own claims go live as written.

HuffPost: 100,000 contributors, then a total shutdown over exactly this problem

HuffPost’s open contributor platform grew to roughly 100,000 writers before the company shut it down entirely in January 2018. TechCrunch, Variety and Axios all covered the closure the same way: editor-in-chief Lydia Polgreen said the open-platform model, once seen as democratizing, had become a vector for “the tsunami of false information,” including documented Russian bot activity promoting fabricated content through the platform. By the time it was shut down, that entire 100,000-writer contributor tier accounted for only 10-15% of HuffPost’s traffic, meaning the exposure it created wasn’t even large enough to justify the quality and moderation cost it imposed.

The structural fix: This is precisely the failure mode a verified submission process is designed to prevent. Open, unedited, at-scale contribution without a check is the exact model HuffPost itself concluded doesn’t work, in the person of its own editor-in-chief.

Business Insider: an SEO-traffic model that its own newsroom describes as unclear who it’s for

Business Insider’s traffic collapsed from 188.5 million monthly visits in January 2021 to 64.4 million by September 2025, a decline severe enough that the company laid off 21% of staff and is now projected to bring in roughly $120 million in 2026, down 25% year over year. Employee reviews on Glassdoor describe an editorial split where “a few people” produce reputation-building journalism while “the newsroom as a whole” gets pushed toward clickbait; one industry review of the current BI homepage described the stories as “just interesting enough to probably make you want to click,” while noting “it’s unclear who they serve.” Business Insider itself has acknowledged the dependency: when the site stripped SEO tags in 2014 as a test, traffic dropped 80% overnight, a level of search-algorithm dependency that a policy change at Google can simply erase.

The structural fix: Talmyn doesn’t run a volume-over-substance SEO strategy where the newsroom’s actual output is split between a reputation tier and a traffic-farming tier. The sourcing standard, checkable claims, named sources, no padding to hit a word count, applies the same way whether a piece is about a funding round or competitive speedcubing, which is a direct answer to “it’s unclear who this serves.”

Medium: an algorithm that can’t tell quality from engagement, and writers who’ve said so directly

Medium’s own writers have published extensive, public criticism of the platform from inside it. Multiple Medium posts and outside coverage describe an algorithm-driven curation system that surfaces high-engagement content “even if it lacked depth or substance,” while a paywall structure creates what one Medium writer described as a direct incentive toward clickbait, since paywalled earnings reward click volume over article quality. Writers have reported account suspensions without explanation and appeals that go unanswered, and a Hacker News discussion thread specifically asking “why did medium.com fail” drew extensive first-hand accounts from former contributors about algorithm changes that reportedly cut some writers’ daily earnings to cents overnight.

The structural fix: Talmyn doesn’t route discovery through an engagement-optimizing algorithm making editorial decisions in place of a human standard. The entity-profile system (structured company and founder pages, kept current independent of any single article) and the fixed sourcing standard across desks exist specifically so that what surfaces isn’t a function of what an algorithm decided would get clicks that hour.

Entrepreneur.com: reader trust scores that reflect a real, documented gap

Entrepreneur.com’s public review scores are unusually low for a publication of its size and history: 2.1 out of 5 stars across available third-party reviews, with specific complaints alleging the site doesn’t reliably use credible sources on substantive topics. Media Bias/Fact Check’s independent assessment notes the outlet’s reporting is comparatively low on loaded language, a genuine positive, but that neutral tone doesn’t resolve reader-reported concerns about sourcing rigor on specific claims.

The structural fix: the AI-assisted verification pass described in Talmyn’s own editorial process exists specifically to catch the gap between what a claim says and what an independent source actually supports, before a piece publishes rather than after a reader flags it.

What this comparison actually shows, and its limits

Every failure mode above is well-documented and independently reported, not a Talmyn talking point. But it’s worth being precise about what this comparison does and doesn’t prove: these are structural, historical criticisms of specific programs and periods at each publication, not a claim that everything each of these five sites publishes today is bad, several of them, including Forbes and Business Insider, have taken real steps to address exactly these problems since. What Talmyn can claim honestly is narrower and more useful: it was designed from the start to avoid the specific failure modes that forced these five older, larger publications into public reckonings, rather than needing its own reckoning first.

Frequently asked questions

Did Forbes actually let unedited content publish under its name?
Yes, for years its contributor network operated without editing contributor posts before publication, a model Forbes itself has since restructured after sustained industry criticism, including a documented pay-to-play case reported by BuzzFeed News.

Why did HuffPost shut down its contributor platform entirely?
Editor-in-chief Lydia Polgreen said the open, unedited model had become vulnerable to coordinated false-information campaigns, including documented bot activity, and that the roughly 100,000-writer program’s traffic contribution (10-15% of the site’s total) no longer justified the moderation burden.

Is this comparison saying these publications are bad today?
No. These are documented, sourced criticisms of specific historical practices and periods at each outlet, several of which have since been reformed. The comparison is about which structural problems Talmyn was built to avoid from the outset, not a blanket claim about current quality across five entire newsrooms.

For more on how Talmyn’s own process works day to day, see Why Talmyn Works Differently.