When buyers look for what you do, they find your competitors
See where visibility is being lost
Sosna reviews how your company is found across traditional search and AI search, then compares that visibility with the competitors already getting surfaced instead. The goal is simple: identify the gaps that matter and decide what deserves action.
Important pages, queries, content and technical issues that affect organic visibility — with competitors used as the benchmark.
How your company appears in ChatGPT, Gemini and Perplexity — mentions, descriptions, citations, omissions and competitor presence.
Who keeps appearing where you do not — and which pages, sources, proof or positioning repeatedly support them.
What is worth fixing now, what can wait, what needs to be created — and what is safe to ignore.
A report built to make decisions
Not an automated warning list. Each meaningful finding includes the evidence behind it, why it matters, the URLs, queries, prompts or competitors involved, and a clear recommendation on what to do next.
For B2B companies where visibility affects the shortlist
Sosna is designed for companies that depend on being discovered, evaluated and compared online before a buyer gets in touch.
SaaS, professional services and specialized B2B businesses can all fit if search and AI visibility have real commercial value.
If your customers rarely research alternatives online, this probably is not the right service.

Daniel Noboa
Sosna is run by Daniel Noboa, an SEO specialist and the founder of Comedera, a search-driven media business grown to millions of monthly readers before being acquired by Impremedia.
I use AI and specialist tools throughout the research process to collect, compare and test evidence. The conclusions, priorities and recommendations are based on my review.
LinkedIn →One domain, fixed price
A complete review of SEO, GEO / AI visibility and competitive gaps, with evidence and prioritized recommendations.
Three useful questions
Do you guarantee rankings or AI mentions?
No. Nobody can credibly guarantee either. The audit shows the current evidence, the gaps and what is realistically worth improving.
What do you need?
Your domain is enough to start. Google Search Console access is recommended because first-party search data makes the SEO analysis stronger, but it is not required.
Can Sosna implement the recommendations?
Yes, when appropriate. Implementation is scoped separately after the audit, once there is evidence of what actually needs to be done.
Find out why competitors are being found instead
Send your domain. I’ll take a first look and tell you whether a full €900 audit is likely to be worthwhile.
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