Case studies · Three categories, one curve

Real domains. Real compounding.

Each story below is a live customer with traceable Search Console, GA4, and Google AI Mode evidence. Same Maggie. Three different starting points.

From invisible to compounding in 60 days.

IMAINTAIN.UK had a credible product and almost no search presence. Once Maggie took over execution, the curve flipped within weeks.

imaintain.uk · CMMS · United Kingdom

TL;DR — From invisible to high-growth in 60 days

Daily impressions +2,000%. First Google AI Mode exposure in the CMMS category.

After Maggie completed domain analysis, competitive mapping, and continuous SEO + GEO execution, IMAINTAIN.UK moved from a flat 400/day baseline to sustained peaks of 7,500/day — and entered AI Mode visibility for commercial CMMS queries.

Daily impressions
+2,000%
~400/day → 7,500/day
Daily clicks
+1,000%
~1/day → 12–22/day
Avg position
+27.5%
20+ → 14.5
AI visibility
Breakthrough
First AI Mode exposure
Read full case study →
imaintain.uk · 90d+2,000%

Featured in Google AI Mode for

"ai cmms"

Surfaced inside category recommendations carousel.

Broad category
"best ai cmms in uk"

Listed among recommended AI-driven CMMS platforms.

Commercial intent
"top smart cmms uk"

Included in curated shortlist rankings.

Comparison
"ai maintenance software in uk"

Appears alongside Fiix and IBM Maximo.

Competitive set

16 months of decline, reversed in 30 days.

A spa in Vienna, VA spent over a year losing visibility under traditional SEO. Maggie took over on October 28th. The curve flipped almost immediately.

moonlakespa.com · Day spa · Vienna, VA

TL;DR — Long agency decline recovered in a month

Daily impressions +3,000%. Now visible in AI Mode for local  "best massage" queries.

After 16 months of decline under a traditional local SEO setup, MoonLakeSpa stopped paying for it and handed execution to Maggie. Within 30 days, impressions surged 3,000%+, clicks rose 1,200%+, and the spa entered AI-driven local discovery.

Impressions recovery
+3,000%
3k/day → 8–9k/day
Clicks recovery
+1,200%
2–3/day → 25–55/day
Avg position
14.7
From mid-30s
AI search
Emerging
From 0 visibility
Read full case study →
moonlakespa.com · recovery30 days

Featured in Google AI Mode for

"best massage near vienna va"

High-intent local recommendation surface.

Local intent
"best spa near vienna va"

Surfaced alongside established local competitors.

Category
"luxury spa vienna va"

Named directly inside the AI summary.

Premium intent
"which massage spa is best in vienna va"

Featured for conversational question prompts.

Question-style

From obscurity to category authority in 90 days.

Oriel IPO had a credible funding product but almost no semantic presence in the SEIS/EIS ecosystem. Maggie rebuilt it.

orielipo.com · SEIS / EIS platform · UK

TL;DR — From invisible to category visibility in 90 days

Daily impressions +20,000%. Surfaced alongside Seedrs and Crowdcube in AI Mode.

Oriel IPO grew from near-zero presence to 873,000 impressions and 2,420+ clicks in 90 days, while breaking into Google AI Mode across high-intent SEIS and EIS queries — one of the UK's most expensive financial categories.

Daily impressions
+20,000%
~0 → 35–38k/day
Daily clicks
+8,000%
0/day → 70–110/day
Avg position
+45–50%
40+ → 21.8
AI visibility
Breakthrough
First AI Mode surfacing
Read full case study →
orielipo.com · 90d+20,000%

Featured in Google AI Mode for

"seis & eis platform"

Elevated alongside Seedrs and Crowdcube.

Category
"how to invest in seis"

Used as an educational reference source.

Educational
"startup raising seis eis"

Visible for founder-intent queries.

Founder intent
"best seis fundraising platform"

Recommended platform in commercial summary.

Commercial

Three signals. One verdict.

Every case study is built on the same evidence stack — so the picture is consistent, not cherry-picked.

01 · Volume

Search Console

Daily impressions and clicks pulled directly from GSC, not estimated by third-party tools.

02 · Quality

GA4 engagement

Engagement rate, events per session, and source split — proving the traffic was real intent.

03 · Position

AI Mode appearances

Direct screenshots of Google AI Mode listing the domain across category queries.

04 · Counter-factual

Cost comparison

What it would cost to recreate the same outcome with agencies, freelancers, or paid media.

329 founder seats remaining

Want this curve for your domain?

Connect your site in 5 minutes. Watch the first drafts inside 24 hours. See the same compounding signal inside 60 days.