Case study — our own platform, in public

From invisible to 51,000 impressions in 90 days

We do not show clients a slide deck. We show them the Google Search Console of a platform we own, where every technique we sell runs in production — and the curve speaks for itself.

Shape of the real 90-day GSC impressions curve — April flatline, June breakout, July climb

51,000+

Google impressions in 90 days

from near zero in April

3,800/day

impressions at the current peak

and still climbing

100%

autonomous daily content

zero humans in the loop

CASE STUDY #2 IS LIVE:we are now running this exact playbook on this very website, in public. Watch the experiment →

The receipts

Page 1

Rankings on money keywords

“Cheapest sushi near me” at position 8.8 and city guides at position 7.3 — competitive, commercial-intent searches, earned by structured data and content the engines trust.

ChatGPT

AI engines now send us visitors

Our analytics show real referral sessions arriving from chatgpt.com. When we say “be the answer AI recommends,” it is because our own property already is.

16,000+

records under management

This is not a five-page brochure site experiment: it is a production platform with tens of thousands of pages, structured data on every one, running on infrastructure we designed.

~$1.31/day

total media cost of autonomy

The system composes original music, produces video, and publishes to six surfaces daily — for less than a coffee. Hard budget caps make overspending structurally impossible.

How 90 days actually went

Weeks 1–2

The machine-readable layer

Structured data on every page — business, FAQ, ratings, breadcrumbs — plus AI-crawler access and llms.txt. The engines cannot recommend what they cannot read.

Weeks 3–6

Data-driven titles and internal links

Search-performance data rewrote every title, and an internal-linking engine aimed authority at the pages closest to page one. Impressions began compounding within weeks.

Weeks 7–12

The autonomous flywheel

The content distribution system went live: daily video, original music, and platform-native posts — each linking back to the page fighting for rank that day. The curve stopped looking like SEO and started looking like a hockey stick.

Your business could be the next curve

The free audit shows you exactly where you stand in AI answers today — with screenshots, in plain English or Spanish. Fifteen minutes to see the gap.

Run my free AI-visibility checkWatch the system live