Lesson01
We couldn't measure whether AI assistants cited the site.
AI visibility tracking from day one, with a baseline.
A new site, 12,332 Google clicks, no ads
Case study - ugccontent.in
A UGC creator marketplace in India. Its founder ran this playbook by hand with AI agents. These are the measured results, with exact dates and caveats.
Headline results
#01 - The playbook
Done by hand. Now done by the crew.
Each habit that worked is now one agent's job.
01Explained the business to an agent: the offer, the audience, what makes it different.
02Listed what real people type into Google or ChatGPT.
03Wrote one piece per question, answer first, then the follow-ups.
04Covered the long tail: many specific, lower-volume questions.
05Structured pages so search engines and AI assistants could read them.
06Published steadily. Google picked the site up gradually.
07Used Search Console to fix titles that weren't earning clicks.
#02 - Results
Gradual, then compounding.
Monthly Google clicks grew from 251 in June to 4,506 in September.
Clicks per month
Search Console - *partial months
| Month | Clicks | Impressions |
|---|---|---|
| May (from 27th) | 9 | 56 |
| June | 251 | 5,210 |
| July | 1,892 | 30,611 |
| August | 3,439 | 93,403 |
| September | 4,506 | 101,535 |
| October (to 14th) | 2,235 | 40,935 |
Where visits came from
GA4 - 90 days to 17 Oct 2026 - 29,866 sessions. About 97% of AI visits came from ChatGPT. Assistants that hide the referrer appear as direct traffic.
Where signups came from
GA4 sign_up events - 26 May to 17 Oct 2026 - 6,240 in total.
Founder quote
"ugccontent.in gets 60+ signups per day from ChatGPT and Google alone, with no paid ads."
Dev Manan - Founder, ugccontent.in
This is Dev's own figure and is not independently computed here. The measured numbers on this page come from Search Console and GA4.
#03 - Lessons
Every lesson became a feature.
A guide had 15,474 impressions, but only 0.37% clicked, at position 7.5.
The day-60 review flags titles like this.
Lesson02
Lesson03
Growth was gradual: about 250 clicks in June, about 4,500 in September.
Every article shows "day X of 60".
Also: signups weren't marked as a key event, so onboarding now checks your conversion setup. Some AI visits hide their source, so AI visits are always shown as "at least".
Read the pages
Real articles from ugccontent.in.
Last 28 days to 14 Oct 2026, Search Console.
Method
How we measured, and what we couldn't.
Date ranges
Search Console starts on 27 May 2026 (a new property) and ends on 14 October because of the usual 2 to 3 day delay. GA4 covers 90 days to 17 October, or 26 May to 17 October for signups.
Hidden queries
Google hides some queries, so query rows add up to fewer clicks than the total.
Indexed pages
Google's API gives no exact indexed count: 323 pages had at least one impression.
AI citations
No tool was tracking AI citations for ugccontent.in during this period.