How Articos Increased AI Brand Visibility 205% in 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. The result: a 205% jump in AI brand visibility in a single 34-day campaign across ChatGPT and Google AI Overview.
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."
Real results in 34 days
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.
Invisible where buyers were deciding
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, including Maze, User Interviews, and Outset, 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.
The solution: four features, 205% in 34 days
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 brand visibility 205% in 34 days.
Pinpoint the losing prompts
Filtered the tracked prompts to isolate the user research and tool comparison queries where Maze, User Interviews, and Outset were cited and Articos was missing.
Publish what the answer engines reward
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.
Fix the pages you already have
Flagged existing Articos pages that were close to being cited and reworked them first, so quick wins landed before anything new was created.
Claim the citations already out there
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.
The results: movement you can timestamp
- More than tripled its share of category citations, from 2.18% to 6.67% in a single 34 day window.
- Overtook Outset's baseline share (3.1%), moving Articos out of the bottom of the tracked field.
- Started lifting Google AI Overview, the engine floor that had been dragging the overall score down.
From one campaign to a repeatable loop
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.
See how Wellows would map your gapsWant results like this for your brand or your clients?
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