Case Study | Articos, AI user research
Articos used Wellows to track where AI answer engines were citing its rivals and not them, then closed the gap with targeted outreach and content. On its user research and tool comparison prompts, its Brand Visibility Score went from 2.18% to 6.67% in 34 days.
+205%
AI visibility, 2.18% to 6.67%, in 34 days
#1
New: entered AI answers at the top spot on target prompts
3x
More than tripled its share of category citations
The customer
An AI user research platform, and the brand behind every number on this page.
In Articos’ own words
Marketing teams skip real audience research because it costs $5,000 and takes 8 weeks. Articos is the AI user research platform changing that math. SaaS marketing teams and agencies use Articos to validate audience insight, positioning, and messaging in under an hour, with synthetic user research validated at 86% human accuracy across 46 peer-reviewed studies.
We could always see our visibility number. What we couldn’t do was act on it. Wellows changed that. It showed us the exact pages citing our rivals but not us, wrote the content to close the gap, and told us which of our own pages to fix first. In 34 days our AI visibility went from 2.18% to 6.67%, and every gain came with a date and a source we could point to.
Proof
These are real Performance History snapshots from the campaign. Each compares 11 May, when Articos wasn’t cited, with 14 Jun, when it entered the AI answer near the top. The wins landed as two kinds of citation.
2 wins
Articos named directly, with a link straight to its own pages.
1 win
Articos mentioned inside another site’s page, no direct link needed.
01 | The problem
The way buyers choose a user research tool has changed. Instead of scrolling search results, they ask ChatGPT and Google’s AI Overview which platform to use, then act on whatever those engines name. For Articos, that was the problem. It was rarely the name that came up. Its rivals were.
At the campaign’s baseline, Articos sat behind every named rival in its category, and in Google’s AI Overview it had no presence at all. Every prompt where a competitor was cited and Articos wasn’t was a buyer being pointed elsewhere, and a clear opening to win back if Articos could close the gap fast.
02 | Fix
Articos closed the gap with four Wellows features, run in parallel. Instead of a vague score, each one handed over a ranked, do-this-next list: who to contact, what to publish, and which pages to fix first. Together they lifted Articos’ AI visibility 205% in 34 days.
Wellows Prompt Tracking
Filtered the tracked prompts to isolate the user research and tool comparison queries where rivals were cited and Articos was missing.
Wellows Content Creation
Used KIVA to write citation targeted pages on the gap topics where Articos had no asset, built to match how the engines summarize and cite sources.
Wellows Content Optimization
Flagged existing Articos pages that were close to being cited and reworked them first, so quick wins landed before anything new was created.
Wellows Outreach Opportunities
Worked the Outreach list of third party roundups and review pages that cited rivals but not Articos, using the verified contacts and ready made templates to request inclusion.
03 | Win
Brand Visibility Score
2.18%6.67%
11 May to 14 Jun 2026 | Wellows Performance History
34-day growth
+205%
11 May to 14 Jun 2026 | Wellows Daily Monitoring, all tracked answer engines
04 | Prove
The 34 day win wasn’t a one off. With Daily Monitoring watching every competitor move and Performance History timestamping each gain, Articos now runs the same See, Fix, Win loop across new topic clusters, and can prove every result by metric, date, and platform.
Limited cohort | The Wellows Citation Sprint
A 60 day, done with you sprint for 50 brands and agencies. We work inside your accounts, or your clients’, until the AI citations show up. Articos is the proof, and only 50 spots are open.
Get cited
Wellows shows you where your brand is invisible in AI answers, then helps you fix it and prove the movement.
