Cherry Tree AEO got Seresa cited by AI in week one. Here’s what 56 days of first-party data revealed.
Independent assessment by Claude AI · 21 May 2026 · 56 days of Transmute Engine event data on a virtually NEW DOMAIN · seresa.io
Google had finished crawling
AI citations (24.2%)
the dark AI multiplier
Independent, data-only rating across 7 categories
Every score generated from queryable BigQuery event data via Transmute Engine + inPIPE. No subjective content quality judgments — only measurable behavioural signals.
7-category assessment
| Category | Score | Verdict |
|---|---|---|
| Speed to citation | 9/10 ↑ | AI engines cited Seresa in week one — faster than any other content channel |
| Citation breadth | 8/10 ↑ | 65 of 269 articles cited (24.2%). Peak week: 17 unique pages |
| Measurement capability | 9/10 ↑ | Transmute Engine made every analysis here possible — including dark AI discovery |
| AI platform diversification | 7/10 | Three active platforms plus one emerging. Claude-heavy (53%) creates concentration risk |
| Engagement quality | 6/10 | AEO visitors verify; organic visitors explore. AEO is shallower by nature |
| Traffic volume & growth | 5/10 | 101 confirmed sessions / 56 days. Small absolute numbers |
| Commercial conversion | 4/10 | Zero completed conversions — but this rates a 2-month-old funnel, not traffic quality |
What 56 days actually proved
Week-one citations
Cherry Tree delivered AI citations in the first week — on a domain only 6 months old.
20–24% AI traffic
Within 8 weeks, 20–24% of all confirmed traffic came from AI conversations.
527% organic growth
Organic Google search grew 527% over the same period — same content, no separate SEO strategy.
4 AI platforms citing
Four AI platforms now actively citing. 65 of 269 articles have confirmed citations.
AEO traffic appeared before Google finished crawling
(confirmed + dark)
sessions
wk1 → wk9
For every confirmed AEO session, 1.5 more are hiding in “direct”
Traditional analytics classifies AI-referred traffic as “direct” when AI apps strip referrer headers. Four simultaneous signals define dark AI: first-time visitor, no referrer, no source attribution, landing page in /blog/ or /seed/.
(15.4%)
estimate
(39.3%)
multiplier
Confirmed AEO fell. Dark AI rose. Combined held steady.
Confirmed AEO fell from 17/week to 3/week in May. Dark AI rose by the same amount. Combined held at 37–42%.
39.3%
True AI traffic share when dark AI is included
15.4%
What GA4 reports as AI traffic — missing 60% of the real picture
Which AI platforms are citing Seresa?
Claude — 54 sessions (53%)
Technical comparisons. Claude leads on structured, detailed content citations.
ChatGPT — 34 sessions (33%)
Narrative problem/solution queries. ChatGPT cites when users describe problems.
Perplexity — 13 sessions (13%)
Direct-answer seeds. Perplexity surfaces content as authoritative quick answers.
Doubao (ByteDance) — 1 session
First non-Western AI citation. Doubao has 1.7 billion users — an emerging channel.
AEO visitors verify. Organic visitors explore.
| Metric | AEO | Organic | Dark AI |
|---|---|---|---|
| Avg engagement time | 52.1s | 64.8s ↑ | 78.9s |
| Avg scroll depth | 30.6% | 49.5% ↑ | 32.5% |
| Engagement rate | 62.4% | 80.5% ↑ | — |
| Multi-page rate | 13.9% | 15.5% ↑ | — |
Same content drives two compounding channels
Organic: 2 → 23 sessions/week
527% growth. No SEO strategy. No backlinks. No link building. Just structured, high-quality content.
AEO: Citations from week one
AI citations compound into organic rankings. The same content powers both channels simultaneously.
Cherry Tree solves discovery. In 4 days, not 6 months.
The conversion funnel is a separate build. Cherry Tree puts your content in front of AI-referred buyers. What happens after they arrive is your funnel’s job.
Cherry Tree controls
funnel + volume
in this assessment
Buy it if…
You want AI citations within days
Not months. Cherry Tree delivered citations in the first week on a brand-new domain.
Your product benefits from AI authority
When AI recommends your product, buyers arrive pre-sold. AEO visitors convert differently.
You’re willing to build the conversion funnel
Cherry Tree drives discovery. Your landing pages, CTAs, and sales process close the deal.
You want one investment that compounds
The same content drives AI citations AND organic Google rankings. Two channels, one content strategy.
Want results like these?
Cherry Tree AEO is available now. Get a free audit to see which AI questions your business should be answering.
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