Sample report

This is what lands in your inbox each month.

A condensed version of the management report for a fictional hotel. Every name and number here is invented for illustration. Your report uses your hotel's real evidence.

The Harbour Lane Hotel, Brightmouth

Management report · first report · 4-star city hotel

72
ProvisionalAI discoverability readiness, across 60% of the full model
Named by the assistant5 of 14
Plausible range16% to 61%
Position when named2.8 on average
TrendToo early

Page one answers five questions: which AI searches name the hotel, who is named instead in its own category, what the evidence suggests differs, what to do first, and how sure we are.

1. Which searches name the hotel

Each question is written from facts about the hotel and asked more than once. None contains the hotel's name.

Traveller questionNamed inBand
Which hotels near the stadium suit a concert weekend?3 of 3Usually
Best upscale hotel in Brightmouth with free parking?1 of 3Sometimes
Where should I stay for an early flight from Brightmouth Airport?1 of 2Sometimes
Family-friendly hotel near the old town?0 of 3Not appearing
Hotels with meeting rooms near the station?0 of 2Not appearing
Quiet hotel with a spa for a weekend break?0 of 1Too few answers

One assistant, with live web search, on one day. A sample, never a market ranking.

2. Who was named instead

The hotels named across all 14 answers, with how often, where in the list, and how the assistant spoke of each. Net sentiment runs from -100 to +100.

HotelCoverageAvg positionNet sentiment
The Lantern House64% (9 of 14)1.8+60
Marlow & Finch Hotel43% (6 of 14)2.4+33
The Harbour Lane Hotel (you)36% (5 of 14)2.8+40
Cathedral Close Inn29% (4 of 14)3.0+25
The Quayside21% (3 of 14)3.30

Only hotels in a comparable price band count towards a gap. Luxury and palace hotels are shown, not counted.

3. What to do first

The actions most worth doing, in order. Each shows its evidence. Confirmed means a quotation checked on a page the audit read.

1. Say whether a parking space can be reserved, on your Parking page

Confirmed
Found
The Parking page states a price but not whether a space can be reserved.
Evidence
"Parking is available at £18 per night."
Page: /parking
Why it matters
"Best hotel with free parking" was one of the questions where the hotel was named in only 1 of 3 answers.
Do this
On the existing Parking page, state whether spaces can be booked in advance, how, and whether any are free for longer stays.

2. Two pages give different check-in times

Confirmed
Found
Check-in is 15:00 on one page and 14:00 on another.
Evidence
"Check-in from 15:00"
/rooms
"Arrive from 14:00"
/faq
Do this
Decide the real time and make both pages, and your listings, say the same.

3. Answer the critical reviews that have no reply

Likely
Found
From your own review export: 11 of the 38 reviews rated 2 stars or below have no reply.
Do this
Reply to each, newest first, using the skeleton reply provided as a starting point. Never offer anything in return.

4. A city guide the assistant cited lists rivals but not you

Worth checking
Found
An editorial "where to stay" article was cited in 4 answers. It names three rival hotels and not yours.
Do this
Use the article's own contact page to introduce the hotel, if it suits you. Do not pay for placement presented as editorial.

5. Add a line about early breakfast to the airport-stay page

Likely
Found
The hotel serves breakfast from 6:30, but only on the Dining page. The "early flight" page doesn't mention it.
Do this
Add the breakfast time and a link to the Dining page, so the answer sits where a traveller would look.

4. How the score is made

Only the categories that could be assessed count. Anything not measured is left out, never scored as zero.

CategoryWeightScoreStatus
Website and technical24%81Assessed
OTAs and travel platforms20%62Identified in search results, not read, so capped
Social and user content10%60Partly assessed: presence only, capped at 60
Entity consistency6%90Assessed
Reviews and reputation20%–Not assessed
Editorial and blogs20%–Not assessed

Overall = the weighted average of the assessed categories: 72, resting on 60% of the model, so marked provisional.

5. What was not assessed

Saying so plainly is part of the report.

Guest reviewsNot assessed until the hotel's own review export is supplied. Booking and review sites prohibit automated collection.
Other assistantsChatGPT, Gemini, Copilot and others are not tested. The appendix includes a checklist to test them by hand.
Social activityPresence was checked from the website's links. Whether anyone is talking about the hotel there was not.

The full package

Alongside this management report you receive a technical and evidence appendix with every quotation, page and source behind each finding, and a data file to compare next month.

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