Site Transparency

Last updated June 12, 2026 — who runs this site, how it's funded, and how every piece of content is produced.

At a Glance

Site name
Shabelle Hub
Founded
January 15, 2024
Ownership
Independently owned and operated; founder-led editorial team (see Our Team).
Primary funding sources
Affiliate commissions from qualifying tool sign-ups; third-party display advertising is not currently active.
Editorial control
All ratings, rankings, and written content are produced by our editorial team and are not paid for or approved by the companies we review.
Tools currently reviewed
102 tools currently reviewed, with evaluation based on available evidence and hands-on testing where access is available.
Contact
Via the Contact page for editorial questions, corrections, and advertising inquiries.

Monitoring & Verification

● Operational

Automated monitoring. Human-reviewed changes.

ShabelleHub runs automated monitoring twice daily to detect meaningful changes across listed AI tools, including pricing, plans, and features. Detected changes are reviewed before verified information is published.

103
Tools
2× daily
Monitoring runs
5,000+
Monitoring snapshots
🟢
System status
MONITOR → DETECT → REVIEW → VERIFY & UPDATE

Not every detected change represents a real product change. Automated detections are reviewed before they are treated as verified information.

Who Produces This Content

Every page on Shabelle Hub is owned by a named author and checked by a named editor. Read full profiles on our Team page, or browse Authors and Reviewers individually.

Mohamed Abdi Guled
Founder, Writer & Reviewer

Mohamed founded and runs Shabelle Hub as a solo project, covering research, creative, coding, and productivity AI tools, and personally fact-checks every page before publication.

AI research & search toolsImage & video generationProductivity softwareDeveloper tools & IDEsConsumer technology writing

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