Why Open Developer exists

About Open Developer

A research publication built around one idea: if a score influences a buying decision, its inputs should never be hidden.

Open Developer reviews AI marketing tools and services with one rule that shapes everything else: be open about AI in marketing. That means open about how the tools work, open about where they fall short, and open about how we ourselves make money — which, right now, is that we don't.

The Mission

The AI marketing space is thick with content that looks like independent research but isn't. While building this site, we ran into the same pattern in almost every category we researched: agencies publishing "best AI SEO agency" rankings that place themselves first, vendors citing statistics that trace back to their own marketing team, and "reviews" that are really just rewritten spec sheets. One competitor site we encountered while researching link-building agencies was refreshingly candid about this exact problem: "Most 'best AI SEO agency' lists are published by one of the agencies on the list, and the author always ranks itself first."

Open Developer exists to be the exception, not to complain about the rule. Every score on this site is built from a documented methodology, shown with its inputs, and dated so you can tell how current it is.

No Sponsorship, No Affiliate Commissions, No Paid Placement

Open Developer does not accept payment, free product access, or affiliate commissions in exchange for coverage, placement, or score. We don't publish a "best of" list and then decide the ranking to match who bought an ad. If this ever changes, we'll say so here, prominently, before it happens anywhere else on the site.

This is a deliberate choice, not a default. It means we turn down a business model that funds most of the sites we compete with for search visibility. We think that's the right trade for a site whose entire premise is that AI marketing content should be trustworthy.

How We Handle Conflicts of Interest

Our reviewer has direct ownership stakes in other businesses in the AI marketing space. Our policy:

Any business owned by Open Developer's team is excluded from ratings, rankings, and "best of" lists — not reviewed with a disclosure footnote, excluded entirely.
We do not accept engagements, consulting relationships, or any other financial arrangement with a company while it appears in our rankings.
If a conflict emerges after a review is published, we'll disclose it on that page and reassess the review, not quietly leave it as-is.

We'd rather have a visible gap in our coverage than a review we can't fully stand behind.

How We Research

Every review is built from desk research and aggregated public data — vendor documentation, pricing pages, independently-hosted review platforms (G2, Capterra, Clutch, HubSpot's Solutions Directory), published case studies, and cross-referenced third-party coverage — not hands-on product trials we can't realistically run consistently across hundreds of tools and agencies. Full detail on the rating scale, the six weighted criteria, and our re-research cadence is on the Methodology page.

We tell you when the evidence is thin. Several reviews on this site are explicitly marked as drawing on lighter sourcing than their category neighbors — we'd rather flag a research gap directly than paper over it with confident-sounding filler.

Corrections

Found an error — a stale price, a discontinued feature, a company we've mischaracterized? We want to know. Corrections get applied and dated, not quietly buried. This is a young site, and we'd rather be told we're wrong than stay wrong.

Who's Behind This

Open Developer's reviews are written by Brian Choi. Reviews are researched and drafted using AI tools as part of our process — which we think is worth stating plainly on a site whose whole point is honesty about AI's role in marketing work, rather than presenting research as purely manual when it wasn't.

What We Don't Do

We don't inflate scores to keep vendors happy, and we don't inflate criticism for clicks.
We don't reproduce a vendor's marketing statistics as fact without checking whether they're independently verifiable.
We don't treat "no reviews on Clutch or G2" the same way for every company — a decade-old agency with zero reviews gets a different, more skeptical read than a company that launched last quarter.
We don't pretend a research gap is a finished review.

If any of this ever stops being true, tell us — publicly, if you'd like.