soda.io traffic, backlinks, authority, and more

The site's traffic has declined by 7% year-over-year with over 924 monthly visits driven primarily by a concentration of searches and referrals around data quality, governance, testing, and tooling topics as well as related cataloging and brand-related queries, indicating a core audience focused on data management solutions and some peripheral interest in non-core brand terms. Geographically the audience is heavily concentrated in North America (52.6%), followed by Asia-Pacific (26.4%) and Europe (13.6%), reflecting a primary focus on US enterprise buyers with growing adoption signals from India and other APAC markets and a smaller but relevant presence in European data-management sectors.

The domain soda.io was registered on October 6, 2014, through gandi sas and uses AWS for DNS and security. At 11 years old, the domain benefits from established credibility, mature online presence, and accumulated authority, signaling strong trust signals and SEO advantages from longevity that can improve backlink value and user confidence.

The backlink profile for Soda shows largely lower-authority referring domains (most top links are in the DA below 40 range such as Medium posts, podcasts, and niche newsletters rather than DA 70+ outlets), with no clear presence of major industry leaders or prominent technology publications driving the top links; the sources skew toward developer resources and niche podcasts/newsletters. This distribution supports modest visibility and topical relevance but limits substantial authority transfer, so the links contribute to incremental organic growth rather than serving as strong SEO strength drivers.

The sample shows a dofollow-to-nofollow ratio of roughly 40:60, indicating a nofollow-heavy profile where relatively few dofollow links exist to pass direct link equity, and with minimal high-DA dofollow sources the equity available is limited. Anchor text is dominated by naked URLs at 60%, branded anchors about 10%, keyword-rich anchors 0%, and other/ambiguous anchors about 30%, which is somewhat natural but signals a need for more varied and contextual keyword-rich anchors and higher-authority dofollow placements to improve overall SEO impact.

With soda.io showing moderate authority, good page-level strength, and moderate trust, the profile suggests it can rank individual pages well but lacks domain-wide credibility and trust signals—making it vulnerable to high-authority competitors and indicating that targeted acquisition of high-quality backlinks, improvements to trust signals, and broader content depth would materially improve competitive positioning.

The domain soda.io shows a focused keyword portfolio centered on data quality and AI for data observability, with all five tracked terms ranking in position 1 and a mix of informational and commercial intent that positions the site as a niche authority in data tooling. The top keyword 'soda cl' attracts daily searches in the dozens with a $0.35 CPC, indicating solid brand recognition. The other keywords — "soda data quality" (210 SV, $3.47 CPC, 51% competition - moderate), "soda ai" (210 SV, $3.32 CPC, 24% competition - low), "soda data" (90 SV, $2.35 CPC, 24% competition - low), and "soda application" (110 SV, $3.63 CPC, 2% competition - low) — show moderate to low competitive pressure overall, highlighting a market where technical buyers seek specialized solutions and commercial intent keywords carry higher CPCs and medium competition. The domain's strengths include strong organic visibility and a healthy keyword portfolio that captures both branded queries and higher-value commercial terms.

soda.io competes in the data quality and analytics observability space against established players like Informatica, Talend, Great Expectations, Monte Carlo and newer alternatives such as icedq, cleverrepublic.com, soda.auto, and thesoda.io. Compared with the large incumbents, soda.io shows modest but meaningful traffic (924 organic visits) and concentrated backlink profiles relative to its peers, positioning it as a niche, product-led challenger that leverages developer-focused workflows and integrations to gain traction where enterprise incumbents have broader but slower-moving market presence.

With a Domain Authority score of 33, soda.io sits on par with the listed niche competitors in the data quality industry but well below typical enterprise incumbents, indicating room to grow authority through content and partnerships while remaining competitive among newer entrants. By targeting data engineers and analytics teams with pipeline-native checks, fast observability integrations, and developer-friendly UX—a set of key differentiators—soda.io has achieved organic visibility and targeted market penetration that fuels steady adoption despite a mid-range DA.