AI Loop

Strategy, a plan checked every month.

One agent that owns the marketing plan. On the first of every month it reads every channel and what actually drove bookings, sees how competitors moved, and listens to what guests said. Then it checks the quarter's plan against the numbers, sets position, price and budget, and hands each row to the agent that runs it. Nothing changes until you've said yes.

Step 01 · The numbers

We read every channel
in one place

On the first of the month the agent pulls the quarter so far from every channel. Then it asks the hard question: what actually drove the bookings? The dashboards disagree — Meta claims one number, Google another, the guest says a third. The agent says by how much.

  • Bookings and revenue per channel, vs plan and last year
  • First touch, last touch and what the guest said — side by side
  • Where the dashboards disagree, and by how much
  • Cost per booking per channel, all-in
  • Which channel grew, which stalled, which just got expensive

Quarter so far

Bookings1,284
Revenue4,960,000
vs plan+6%
FetchingDone

Last touch says

Paid412
Search388
Direct484
FetchingDone

The guest says

A friend31%
Instagram24%
Google22%
Reading surveyDone

Where they disagree

Meta claims612
Holdout shows340
Gap1.8×
ComparingDone
Step 02 · Competitors

We see how
the others moved

Then the agent reads the competition at the level that matters for a plan. Not this week's ad, but who they now say they are for, what they charge, which packages they added — and what they quietly stopped doing.

  • Who they target now, in their own words
  • Price moves: rack rate, packages, what's bundled
  • New packages and offers since last quarter
  • What they stopped: channels gone quiet, pages removed
  • The position nobody in the market is taking

The market, this quarter

Competitor #1raised spa package +12%
Competitor #2now targets couples only
Competitor #3dropped conferences
Competitor #4new family package
Competitor #5open position: weekday spa
Reading competitor 1 of 5 Analysis done
Step 03 · What guests said

We listen to
the people who booked

Numbers say what happened. Guests say why. The agent reads every review, survey answer and interview from the quarter, counts the themes, and keeps the sentences that explain a decision — why they booked, why they almost didn't, and what they compared us with.

  • Why they booked, in their words, counted by theme
  • Why they almost didn't — the doubt before the click
  • What they compared us with: two hotels and a cabin
  • Words guests use that our pages don't
  • The complaint that costs a booking, not just a star

Themes · 412 guests

Why they bookedSaid it+–
The spa, and quiet168928
Close to the sea1038812
A friend told me81955
The price566139
Dinner included479010
Checkout at 1132694
Reviews · survey · 14 interviews– = negative
Step 04 · Signal watch

We catch what
moves the market

A plan written in January meets a market that changed by March. The agent watches what moves demand and cost: rates and the economy, events in the region, a competitor opening, media getting dearer. Not to react to each one — to know which ones the plan must answer.

  • Rates, travel spend and the mood of the season
  • Events nearby that fill or empty the region
  • A competitor opening, closing or changing hands
  • Media cost per booking rising — and where
  • New rules: disclosure, cookies, package law

Signal feed

Watching continuously
Step 05 · Plan vs actuals

Everything weighed
into three changes

Here everything meets. The numbers, the competitors, the guests and the signals are laid next to the plan we wrote, and the agent draws one conclusion. Not a new plan every month — three changes, each with a reason and a number.

  • Where the plan held, and where it didn't
  • Three changes this quarter, no more
  • One thing we stop doing, named
  • Budget moved from the channel that got expensive
  • A number per change, judged next month

October's decision

The numbers
Competitors
The guests
The signals
Three changes
  • Take the weekday-spa position nobody holds
  • Move SEK 40,000 a month from Meta to search and referrals
  • Stop: the generic "spa weekend" package
  • Judge by: weekday occupancy 58% → 66% by December
Step 06 · Positioning

We decide who
we are for

Before budget and channels, the agent settles the position. It starts in the right order: what the guest would do instead, what only we have, what that is worth — and who this is for, and who it is not for. Everything the other seven agents write comes from this.

  • The alternative: another spa, a cabin, or staying home
  • What only we have — and why the guest cares
  • The value as a number or a proof, not an adjective
  • Who it's for, and who it is not for
  • One sentence every agent uses, word for word

Positioning

One sentence The quiet spa by the sea, for two people on a Tuesday.
Instead ofCity spasLoud, weekend-only
Only weSea + silenceAdults-only spa, 40 m to water
Not forFamiliesSent to the family package
Proof · 168 of 412 guests said "quiet" · 92% positive
Step 07 · Price and offer

We set the ladder
and what moves

Then the price. Not one number but a ladder: what the cheapest way in costs, what most people should pick, and what the top looks like. The agent moves one rung at a time and says what it expects — more bookings, or more per booking, never a vague "both".

  • Three tiers: the way in, the one most pick, the top
  • What's bundled at each rung, and what's left out on purpose
  • One move this quarter, with the number it should change
  • A guarantee or a bonus instead of a discount
  • Rate parity kept: never cheaper on a third-party site

The ladder

Way in1,495SEK
  • Room + spa
  • Sun–Thu
Most pick2,290SEK
  • Room + spa
  • + dinner for two
  • + checkout at 14
Top3,900SEK
  • Suite + spa
  • Dinner + breakfast in bed
  • Private sauna hour
This quarter's movelate checkout into the middle
Expectedmiddle tier 41% → 55% of bookings
Instead ofa 15% discount
Step 08 · The plan

One row per stage,
one owner per row

The plan follows the guest: how they find us, how they book the first time, how they come back, how they tell a friend, and what each of them is worth. One initiative per stage, one agent that owns it, one budget line. Five rows. That is the plan.

  • Acquisition: how new guests find us, and what it costs
  • Activation: from first visit to first booking
  • Retention: how many come back within a year
  • Referral: the guests who bring the next guest
  • Revenue: what a guest is worth over three years

Q4 · five rows

ACQWeekday spa · search + PRSEK 70k/mo
ACTBooking funnel · one test a weekSEK 10k/mo
RETCome-back email at 10 monthsSEK 8k/mo
REFBring-a-friend · dinner on usSEK 12k/mo
REVMiddle tier to 55% of bookings+SEK 380k
Laying the plan
Step 09 · Ideas and loops

We score the ideas
before we pick one

There is a library of 139 marketing ideas and a handful of loops that feed themselves — a guest brings a guest, a page brings a page. The agent scores each idea on impact, confidence and ease, and only the top of the list gets a row in the plan. The rest waits, scored, for next quarter.

  • Impact, confidence, ease — three scores, one number
  • Loops first: ideas that bring the next guest by themselves
  • Top five in, the rest kept with their score
  • An idea that failed is kept with the reason why
  • Nothing added mid-quarter without something removed

Ideas · scored

Now ICE 8+
Bring-a-friend dinner · 8.7 Weekday spa page · 8.3 Come-back email · 8.0
Next ICE 6–8
Golf club partner · 7.4 Gift card for two · 6.9 Podcast · 6.1
Parked with reason
TikTok · wrong guest Spa weekend package · stopped
139 ideas scored · 3 in the plan
Step 10 · AI agents

The right agents
are put on the job

Now the right agents are pulled in. One builds the plan by stage, one owns positioning, one knows pricing and offers, one untangles attribution, one reads what guests said, one keeps the idea library — and a council that argues before anything is decided.

  • Which agents the quarter needs — not all, every time
  • One builds the plan, one owns the position
  • One knows price and offer, one knows attribution
  • One reads the guests, one keeps the 139 ideas
  • A council of five that has to agree before you see it

Agents on the job

marketing-plan
StartingWorking
product-marketing
StartingWorking
pricing · offers
StartingWorking
attribution · customer-research
StartingWorking
marketing-ideas · marketing-loops · marketing-council
StartingWorking
Step 11 · The council

Five people argue
before you read it

Before the plan reaches you it goes through a room of five: the revenue manager, the head of marketing, the guest, the CFO and the competitor. Each reads it alone and gives a verdict and one objection. What survives the room is what you see.

  • Five readers, five angles, each answers alone
  • A verdict and one objection per reader
  • The CFO sees the cost; the guest sees the promise
  • The competitor says how they'd answer it
  • Objections that stand change the plan before you see it

The council

R
Revenue managerYes
Weekday focus is right — Tue and Wed sit at 51%
M
Head of marketingYes
One position, finally. Kill the generic package
G
The guestBut
"Quiet" is why I came. Don't put it in an ad
C
CFOBut
Show me the Meta holdout before moving 40k
X
The competitorYes
I'd answer with price. Don't follow me there
Changed before approvalMeta cut in two steps, holdout re-run in November. "Quiet" stays out of paid copy.
Step 12 · Approval

Here everything stops
and waits for you

The quarter is written. The one-page plan, the position, the price move, the budget and the stop list sit ready, exactly as they will be handed to the agents — nine drafts. Nothing changes until someone says yes.

Showing 1–3 of 9 drafts
HThe one-page plan
Q4 · draft
PositionThe quiet spa by the sea, for two on a Tuesday
GoalWeekday occupancy 58% → 66% by December
BudgetSEK 150,000 a month, five rows
ChangesWeekday position · budget to search · stop generic package
Stop"Spa weekend" package · Stories placement
HPositioning
one sentence · draft
NowA spa hotel for everyone, all year round
ProposedThe quiet spa by the sea, for two people on a Tuesday.
Used by all 7 agents168 guests said "quiet"
HPrice move
middle tier · draft
Now · 41% pick itRoom + spa · SEK 2,290
ProposedRoom + spa + dinner for two + checkout at 14 · SEK 2,290
Same price, more in itTarget 55% of bookings
HBudget split
per month · draft
Search + SEOSEK 45,000 (was 30,000)
MetaSEK 35,000 (was 75,000) · two steps
PR + partnersSEK 25,000 (was 10,000)
ReferralSEK 12,000 (new)
Email + CROSEK 18,000 (was 20,000)
HThree goals
Q4 · draft
OccupancyTue–Thu 58% → 66%
Direct shareDirect bookings 38% → 45% of total
Per bookingRevenue per booking SEK 3,860 → 4,200
Judged1 Nov, 1 Dec, 5 Jan — no changes in between
HNew package
weekday spa · draft
HThe Hotelthehotel.se › tuesday
Tuesday by the sea – spa, dinner and a late morning
Two nights Sun–Thu. Adults-only spa, dinner for two, checkout at 14. SEK 2,290 per person. The quiet version of a weekend.
Replaces "spa weekend"Handed to SEO + Paid
HIdeas backlog
top 5 of 139 · draft
8.7Bring-a-friend: dinner on us for both — in the plan
8.3Weekday spa page — in the plan
8.0Come-back email at 10 months — in the plan
7.4Golf club partner — Q1
6.9Gift card for two — Q1
H Hubso · memo
To the owners · 1 October · draft
Q4 plan: one position, three changes, one stop
One page attached · 4 minutes to read
Q3 landed 6% over plan on revenue, but weekdays sit at 58% and Meta claims twice the bookings the holdout shows. For Q4 we take the weekday position nobody holds, move SEK 40,000 a month from Meta to search and referrals, and stop the generic spa-weekend package. Goal: Tue–Thu occupancy to 66% by December. Judged on the 1st of each month.
Read the plan
HStop list
what we no longer do · draft
Stop"Spa weekend" package — replaced by Tuesday by the sea
StopStories placement — 0.6× return for three quarters
StopDiscount codes in newsletters — trains guests to wait
StopMonthly report nobody opened since May
FreedSEK 52,000 a month and 9 hours a week
Step 13 · Handover

Each row goes to
the agent that runs it

After your yes, the plan stops being a document. Every row is handed to the agent that runs that loop — with the position, the budget and the number it now owns. From here the seven weekly agents take over, and this one watches the total.

  • One row, one agent, one number it owns
  • The position sentence goes with every handover
  • Budget per agent, set for the quarter
  • Each agent's Monday now starts from this plan
  • What isn't handed over isn't happening — on purpose

Handed over · 1 October

SEOWeekday spa page · top 3 by Decsent
PaidSEK 35k · Tue–Thu only · holdoutsent
PR"Quiet Tuesday" angle · golf clubsent
CROMiddle tier to 55% of bookingssent
SocialSea and silence · no "quiet" in adssent
SalesWeekday meetings · 200 kmsent
LaunchTuesday by the sea · 4 Novsent
Handing over
Step 14 · And then it starts again

Next month
it reads the plan

On the first of next month step 1 reads exactly the numbers this plan promised, and judges every change against its goal. What held gets another month. What didn't gets changed — once, with a reason. After four quarters there is a strategy built on the hotel's own numbers, not on a consultant's slide.

  • Every change judged against the number it carried
  • What held gets another month, untouched
  • What didn't is changed once, with the reason kept
  • The plan gets rewritten once a quarter, not once a week
  • After four quarters: a strategy built on your own numbers
1 November And again 14 steps · every month