TBS Marketing · September 2026

Be chosen by AI.

AIO · GEO · AEO

A unified visibility proposal for Panorama Resort & Spa
Feusisberg · Switzerland · panoramaresort.ch
View the full deck → Panorama audit snapshot The thesis
7.9K
Organic traffic / month
5.5K
Ranking keywords
573
Referring domains
0.06%
AI Presence (Seranking)
25/26
Prompts at 0% visibility
The audit in 4 visuals

Right now, AI doesn't know Panorama exists.

Before we talk strategy, here is the raw data. Four snapshots from the actual audit that show where Panorama stands today. Read these, and the rest of the proposal becomes obvious.

01

AI prompts at 0% visibility

18 AI prompts, all at 0% visibility for Panorama Resort
18/18
prompts at 0%
5
LLMs tested

When travelers ask ChatGPT, Perplexity, Gemini, DeepSeek or Meta about Swiss spa resorts, wellness weekends, or even Panorama directly by name, the answers never cite panoramaresort.ch. Eighteen prompts. Zero visibility. The only hit is a single branded query that the audit calls out as “essentials at Panorama Resort & Spa”.

02

Your topical coverage today

Current topical map of panoramaresort.ch - mostly German-language topics, no cluster around AI-visible query patterns

What panoramaresort.ch actually talks about right now. The site covers Genuss, Wellness, Hotelübernachtung, Paare, Aussicht. Real topics, but the cluster structure is built for a brochure, not for AI retrieval. No anchor on “wellness weekend Switzerland”, no “spa resort near Zurich”, no comparison cluster against named competitors. AI retrieval engines map queries to topic clusters. This is what they see.

03

Content strategy: Core and Outer

Content strategy showing Core section (revenue-driving) and Outer section (authority-building) topics for Panorama Resort

How the new topic map will be built. Core section drives revenue (Wellness & Spa, Rooms & Suites, Culinary, Events, Long-term Living). Outer section builds authority (Lake Zurich activities, Local attractions, Wedding planning, Sustainability, Tatar Festival). The audit tells us which side is currently empty and where the quick wins are.

04

20-article content plan, ready to write

Topical content plan showing 20 articles across 6 broad topic clusters with Core and Outer sections
20
articles in the plan
6
broad topic clusters
2
sections (Core + Outer)
DE
German first, English second

The plan is already drafted. Six clusters, twenty titles, mapped against search volume. Top anchor: “Wellness Hotels in Switzerland” (43,800 monthly searches). Followed by “Panorama Resort & Spa in Feusisberg” (31,000), “Wellness Retreats” (22,200), then lake and activity topics. Each article is engineered to be retrieved, parsed, and cited by AI, not just rank on Google.

So the issue is not effort. Panorama has the audience, the domain authority, and the traffic. The issue is that the content on the site isn't aligned with the queries AI engines retrieve against. That's exactly what AIO, GEO and AEO fix, and the rest of this proposal walks through how.

AIO + GEO + AEO
= strengthening an entity's prominence & knowledge graph

Which is what SEO has always been about. The acronyms are new. The discipline is not.

The three pillars, three surfaces, one strategy
AIO

AI responses

Visibility in ChatGPT, Gemini, Claude, Perplexity. Map each AI's semantic borders for a topic and optimize so you appear in responses to your core queries.

GEO

Future training

AIs are months behind. Trusted sources + outreach + quality writing create favorable word co-occurrence in the next training set.

AEO

Retrieval queries

The query paths AI agents use to ground answers (Copilot→Bing, Perplexity→Google, DeepSeek→Baidu). Optimize the questions they ask.

Panorama Resort & Spa - current state
Live audit · 5 LLMs (ChatGPT · Deepseek · Claude · Gemini · Meta) · 25 benchmark prompts · September 2026

✅ What's working

  • 7.9K organic visits per month
  • 5.5K ranking keyword footprint
  • 573 referring domains
  • 21 Aug update: AIO traffic 3×'d (still only ~60 visits - proof the channel exists, not yet a commercial result)

❌ What's missing in AI

  • Brand score (across 5 LLMs): 5 / 100
  • Visible in 2.4% of prompts
  • Of 25 benchmark prompts: 24 at 0%
  • The only hit: a branded query ("essentials at Panorama Resort & Spa")
  • Category queries ("best wellness retreats in Switzerland", "luxury resorts near Zurich", "resorts & spas in Feusisberg"): zero mentions
  • Not in the top 20 Swiss luxury hotels cited by AI
The plan · Plan of action
01
Technical audit & retrieval hygiene
Schema markup (Organization, LocalBusiness, FAQPage, HowTo, Offer). Heading, meta, URL hygiene. Internal linking overhaul so authority flows toward the wellness weekend offer.
02
Topical map & AI corpus study
50 query intents in the Swiss luxury wellness space. Per-AI corpus mapping (ChatGPT, Gemini, Claude, Perplexity, Meta). Identify the missing content clusters that make Panorama citeable.
03
Structured answer pages & comparison content
30+ pages designed to be retrieved, parsed and cited directly. Comparison pages (vs Bürgenstock, Dolder Grand, Bad Ragaz). FAQPage + HowTo schema. German first, English second.
04
Off-site authority & digital PR
Outreach to Forbes Travel Guide, Condé Nast Traveller, Wellness Magazin, Schweizer Illustrierte. Authoritative backlinks aligned with the co-occurrence terms that feed the next training cycle.
05
Measurement & continuous refinement
Monthly dashboard: AI Overview share, ChatGPT/Perplexity/Gemini citation rate, share-of-voice vs named competitors, direct bookings, OTA commission saved. Quarterly strategy review.
Cadence: 90-day first cycle to demonstrate traction · Month-to-month after Q1 · Quarterly strategy reviews

The full deck · 23 slides

One slide at a time. Use the controls below or your keyboard arrows (← →).

1 / 23
Lake view from Panorama Resort
01 · Cover

Be chosen by AI.

AIO · GEO · AEO
A unified visibility proposal for Panorama Resort & Spa
Feusisberg · Switzerland · panoramaresort.ch
Prepared by TBS Marketing · September 2026
02 · Contents

What we cover

Five sections, twenty-three slides. Designed for a 25-minute walkthrough.
01
Why now
The AI front door for travel discovery
02
One strategy
AIO/GEO/AEO = entity prominence
03
The 3 pillars
AIO · GEO · AEO explained
04
Panorama audit
Where you are today
05
The plan
Plan & next steps
TBS Marketing · AIO · GEO · AEO Proposal · Panorama Resort & Spa
01
Section 01

Why now

Travelers no longer Google first.
They ask AI.
TBS Marketing · 01 · Why now
04 · The shift

How people discover hotels has changed

Before 2024, the journey started with Google. Today it starts with an AI assistant - and the assistant answers directly, citing only the sources it trusts.
What guests actually ask
🏨 “Recommend a luxury spa resort near Zurich with mountain views”
🥂 “Which Swiss resort has the best wellness program for couples?”
💶 “Compare Panorama vs Bürgenstock for a 2-night wellness break”
The catch: the AI cites two or three sources. If Panorama isn't one of them, the comparison is decided before your homepage loads.
85%
of Google queries now trigger AI Overviews
5B+
ChatGPT queries per month - and growing
70%
of AI results still pull from sites with strong SEO visibility
81%
still visit the actual website - but only if the AI cited them
TBS Marketing · 01 · Why now
05 · What good enough SEO misses

The trap most agencies still sell in 2026

Modern SEO extends the same logic to AI surfaces - “good enough” stops working once AI becomes the first stop.

Old SEO (the trap)

  • Rank on Google for “wellness resort Switzerland”
  • Drive traffic to the booking page
  • Convert on-site
  • Done
This is what most agencies still sell in 2026.

What actually wins the booking

  • Be cited when AI recommends Swiss resorts
  • Be named in comparison answers
  • Have structured facts AI can lift into responses
  • Be trusted across Reddit, Quora, forums AI reads
  • Appear in future training data with favorable context
Same fundamentals, broader definition of “ranking.”
Modern SEO isn't about keywords. It's about being cited, trusted, and chosen by the systems travelers now ask first.
TBS Marketing · 01 · Why now
02
Section 02

One strategy

AIO, GEO and AEO are not three services.
They are one practice with three surfaces.
TBS Marketing · 02 · One strategy
07 · The unified thesis

AIO + GEO + AEO = strengthening an entity's prominence & knowledge graph

Which is what SEO has always been about. The acronyms are new. The discipline is not.
AIO

AI responses

Visibility in ChatGPT, Gemini, Claude, Perplexity. Map each AI's semantic borders for a topic and optimize so you appear in responses to your core queries.

GEO

Future training

AIs are months behind. Trusted sources + outreach + quality writing create favorable word co-occurrence in the next training set.

AEO

Retrieval queries

The query paths AI agents use to ground answers (Copilot→Bing, Perplexity→Google, DeepSeek→Baidu). Optimize the questions they ask.

TBS Marketing · 02 · One strategy
08 · Old SEO vs Modern SEO

Same craft. Different surface.

The technical foundations don't change. What changes is the distribution: AI agents now read your website the same way Google did ten years ago.

5–10 years ago

  • Stuff the keyword “wellness resort Switzerland” 50 times
  • Make the homepage look attractive
  • Optimize for Google visibility only
  • Buy backlinks from any directory that would publish them
  • Measure: ranking position

Now

  • Write valuable articles: “Why a Swiss Alps wellness retreat is worth the journey”, “What does a 5-star spa program actually include?”, “Best time of year for a lake-view wellness stay”
  • Create content that answers questions at every stage of the journey
  • Optimize so Google + ChatGPT + Gemini + Perplexity all understand your expertise and recognize your brand
  • Earn citations from authoritative travel, wellness, Swiss hospitality publications
  • Measure: AI mentions, citations, direct bookings
Same craft. Different surface. Crawlability, structured data, content depth, authority signals - none of this changes. What changes is the distribution: AI agents now read your website the same way Google did ten years ago.
TBS Marketing · 02 · One strategy
03
Section 03

The 3 pillars

Same strategy, three different surfaces -
and three different jobs.
TBS Marketing · 03 · The 3 pillars
10 · AIO
Visibility in AI responses

AIO - Artificial Intelligence Optimization

Be present when ChatGPT, Gemini, Claude and Perplexity answer.

Each AI has its own semantic borders - the boundaries of what it considers “this topic” and what it considers “out of scope.” Optimizing for AIO means mapping those borders and producing content that sits squarely inside them, so the model surfaces your brand in most responses related to your core offerings.

What we do: identify the top 30–50 query intents in your space, query each AI to see who gets cited, reverse-engineer the corpus each model uses, and produce the missing content clusters.
What we measure: AI Overview mentions, ChatGPT/Perplexity/Gemini citations, share-of-voice vs named competitors (Bürgenstock, The Dolder Grand, etc.).
Example query
“Recommend a luxury spa resort near Zurich with lake and mountain views for a couple”
Without AIO: AI names 3 competitors, never Panorama.
With AIO: Panorama is one of the three - and the citation traces to your own site.
TBS Marketing · 03 · AIO
11 · GEO
Influence the next training cycle

GEO - Generative Engine Optimization

AIs are months behind - that's the opportunity.

A large language model is only as current as its training cut-off. ChatGPT-5, Gemini 2, Claude 4 - each was trained on a fixed corpus from months ago. How that corpus is shaped determines what the AI favors in responses for years.

GEO is about identifying which trusted sources each LLM preferentially cites (academic, encyclopedic, news, niche authorities), and ensuring Panorama appears in those sources with the right word co-occurrence: “Panorama Resort & Spa” alongside the topics you want to be associated with.

What we do: per-LLM source mapping, outreach to authoritative wellness/travel/Swiss publications, digital PR placements in high-trust domains, structured data that future scrapers will see.
Tactic example
Forbes Travel Guide, Condé Nast Traveller, Wellness Magazin

One Panorama feature in each, anchored to “best Swiss wellness resorts 2026,” means the next training cycle bakes that association in - for the next 12–24 months of model responses.

TBS Marketing · 03 · GEO
12 · AEO
Optimize the query paths agents use

AEO - Answer Engine Optimization

AIs aren't current. They need a retrieval layer to ground their answers.

When ChatGPT says “as of…” or Perplexity cites a webpage, it's because a retrieval system fetched it. Different AIs use different retrieval backends - Copilot pulls from Bing, Perplexity from Google, DeepSeek from Baidu. Each one asks different questions and trusts different sources.

AEO is query-path optimization at its core: understanding what each agent is likely to ask about a topic, ensuring the answers are findable, fresh, and structured for machine consumption.

What we do: per-retrieval-engine source study, schema.org & FAQPage markup, freshness signals, content designed to answer the questions agents actually query.
Tactic example
“Bürgenstock vs Panorama Resort & Spa”

A user asks AI to compare. Without AEO, AI cites only Booking.com and TripAdvisor. With AEO, AI cites panoramaresort.ch directly - because the structured comparison page on your site is the cleanest answer.

TBS Marketing · 03 · AEO
13 · How the 3 pillars work together

One team. One strategy. Three surfaces.

No three times the budget. SEO is the foundation; AIO, GEO and AEO extend it to where your guests actually start.
SEO
The foundation.
Technical health, schema, content depth - everything AIO/GEO/AEO build on.
AIO
Today
Gets Panorama cited in today's AI responses.
GEO
Tomorrow
Gets Panorama into tomorrow's training data.
AEO
In the answer
Ensures the answers are grounded in fact via the retrieval layer each AI uses.
One team. One strategy. Three surfaces.
TBS Marketing · 03 · How they work together
04
Section 04

Panorama audit

Where you are today, in numbers.
No vanity metrics. Just data.
TBS Marketing · 04 · Panorama audit
15 · Current state (KPIs)

Panorama Resort & Spa - current state

5-LLM brand perception test (ChatGPT · Deepseek · Claude · Gemini · Meta) · 25 benchmark prompts · Seranking AI Search overview · September 2026.
7.9K
Organic traffic / month
5.5K
Ranking keywords
573
Referring domains
0.06%
AI Presence
5/100
Brand score (5 LLMs)
2.4%
Prompt visibility
25/26
Prompts at 0%
~60
AIO visits / mo
✅ What's working
  • Real organic traffic - 7.9K visits per month
  • Real keyword footprint - 5.5K ranking terms
  • Authority signals - 573 referring domains
  • Strong brand among returning Swiss guests
  • 21 Aug update: AIO traffic 3×'d to ~60/mo - channel exists, not yet commercial
❌ What's missing in AI
  • Brand score across 5 LLMs: 5 / 100
  • Visible in only 2.4% of prompts
  • Of 25 benchmark prompts: 24 at 0%
  • Only hit: a branded query
  • Category queries (Swiss resorts, Zurich wellness): zero mentions
  • Not in the top 20 Swiss luxury hotels cited by AI
TBS Marketing · 04 · Panorama audit
16 · Where Panorama isn't cited

When Panorama does appear, it's via OTAs - at 15–22% commission

Concrete, undeniable. This isn't theoretical - it's today's reality. Every AI-cited comparison is potentially a direct booking that's being diverted through an OTA.
Query intent AI Overview ChatGPT Perplexity Gemini
Best luxury spa resort Switzerland - - - -
Wellness resort Lake Zurich - - - -
5-star resort Feusisberg - - - -
Panorama Resort & Spa review - OTAs onlyOTAs onlyOTAs only
Panorama Resort vs Bürgenstock - - - -
Spa retreat with mountain view, Switzerland - - - -
The pattern: when Panorama does appear, it's only via Booking.com, TripAdvisor, trivago, kayak.
The cost: every AI-cited comparison is potentially a direct booking diverted through an OTA.
The opportunity: be cited directly from panoramaresort.ch → 0% commission, full margin.
TBS Marketing · 04 · Panorama audit
17 · Where Swiss luxury travelers research

DE/CH luxury travelers - where they actually start

Audience research - German-speaking Swiss market. Three years ago AI didn't register; today it's the fastest-growing channel.
Top discovery sources
Google Search
78%
Booking.com / OTAs
64%
AI assistants (ChatGPT, Gemini)
41%
TripAdvisor / Reviews
38%
Travel magazines (DE)
29%
Instagram / Pinterest
22%
Source: Swiss Tourism Federation 2026 traveler behavior study (n=1,840, DE/CH luxury segment) + TBS internal panel data
What this means
  • Google still leads - but AI is the fastest-growing channel year-over-year.
  • OTAs own 64% - that's the commission we're losing today.
  • AI is at 41% and growing fastest. Three years ago it didn't register.
  • Travel magazines (29%) are how GEO works - they're the training corpus.
  • Social (22%) drives inspiration, not the booking decision for this segment.
TBS Marketing · 04 · Panorama audit
05
Section 05

The plan

Plan of action. One strategy. Three surfaces.
TBS Marketing · 05 · The plan
19 · Plan of action

Plan of action

Sequenced by dependency. The order matters: technical foundations first, content second, authority third, measurement throughout. All language work is German + English (your priority markets).
01
Technical audit & retrieval hygiene
Schema markup (Organization, LocalBusiness, FAQPage, HowTo, Offer). Heading, meta, URL hygiene. Internal linking overhaul so authority flows toward the wellness weekend offer.
02
Topical map & AI corpus study
50 query intents in the Swiss luxury wellness space. Per-AI corpus mapping (ChatGPT, Gemini, Claude, Perplexity, Meta). Identify the missing content clusters that make Panorama citeable.
03
Structured answer pages & comparison content
30+ pages designed to be retrieved, parsed and cited directly. Comparison pages (vs Bürgenstock, Dolder Grand, Bad Ragaz). FAQPage + HowTo schema on each. German first, English second.
04
Off-site authority & digital PR
Outreach to Forbes Travel Guide, Condé Nast Traveller, Wellness Magazin, Schweizer Illustrierte. Authoritative backlinks aligned with the co-occurrence terms that feed next training cycle. Wikipedia entity + Wikidata graph.
05
Measurement & continuous refinement
Monthly dashboard: AI Overview share, ChatGPT/Perplexity/Gemini citation rate, share-of-voice vs named competitors, direct bookings, OTA commission saved. Quarterly strategy review.
Cadence: 90-day first cycle to demonstrate traction · Month-to-month after Q1 · Quarterly strategy reviews
TBS Marketing · 05 · The plan
20 · What we measure

No vanity metrics. Every number ties to visibility, bookings, or commission saved.

Monthly dashboard (real-time via client portal) + quarterly strategy review. Reporting cadence that closes the deal.

Visibility metrics (monthly)

  • AI Overview share for 30 target queries (target: 40%+ within 6 months)
  • ChatGPT citation rate across 25 benchmark intents (target: 30%+)
  • Perplexity source mentions - direct citations of panoramaresort.ch
  • Gemini / Claude citations - same methodology
  • Share-of-voice vs Bürgenstock, Dolder Grand, Victoria-Jungfrau

Business metrics (monthly)

  • Direct bookings from panoramaresort.ch (baseline vs current)
  • OTA commission saved = bookings × avg 18% commission
  • Branded organic traffic - measures entity strength
  • Direct referral from AI assistants (when they include links)
  • Referring domain growth in target publication list
Reporting cadence: monthly dashboard (real-time) + quarterly strategy review with your team. Every number ties to either visibility, bookings, or commission saved.
TBS Marketing · 05 · The plan
21 · Why TBS

Why TBS

The trust slide. Three credibility axes: tenure, tooling, vertical experience.
10+
years of SEO practice

Same fundamentals, applied to AI surfaces. The craft doesn't change - the distribution does.

28
live Maton connections

Real-time access to GSC, GA4, Bing, Ahrefs, Seranking - we measure what's actually happening.

Hospitality
is in our portfolio

Trisara, Paresa, Absolute Sanctuary, Ecole Ducasse - we understand luxury hospitality cycles.

Single point of contact
One dedicated manager who understands both your business and the AI search landscape. No junior handoffs.
TBS Marketing · 05 · The plan
22 · Next steps

Next steps

Action-oriented. No pressure - just clear steps to get from proposal to engagement.

This week

  1. 1. Walk through this proposal with your team
  2. 2. 30-minute Q&A with TBS - any question, no obligation
  3. 3. Confirm scope: which surfaces to start with

Within 14 days

  1. 4. Signed engagement · kickoff call · access provisioning
  2. 5. Q1 audit begins - first deliverable in 30 days
  3. 6. Quarterly review cadence locked in
Let’s get Panorama cited.
tbs-marketing.com · alex@tbs-marketing.com · @TBSMarketing
TBS Marketing · 05 · The plan
23
End

Thank you.

Questions? alex@tbs-marketing.com
tbs-marketing.com
TBS Marketing · September 2026 · Panorama Resort & Spa
tbs · marketing
Be discovered. Be chosen. By AI.
tbs-marketing.com · alex@tbs-marketing.com