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AI Site Grader
AI Query Scanner
llms.txt GeneratorThe Saffron Jetty
38of 40Orlando resort
Why AI picks it
- Lists kids-club agesThe Saffron Jetty website
- Shows quiet-pool hoursThe Saffron Jetty guide
ChatGPT says
“Lists kids-club ages and daily hours.”
Own the answer before the room search starts.
See which properties make the AI shortlist, which sources support them and what each market team should fix next.
“Luxury resort in Orlando with a good kids club and a quiet pool”40 answers
See every shortlist you’re on.
Buyers ask the same thing a hundred ways, and each question gets its own picks. Track the questions that matter and see how far you are from the top.
Orlando family resorts
Velmara Resorts 4th, in 14 of 40
Business stays
Velmara Resorts 1st, in 37 of 40
Pet-friendly stays
Velmara Resorts 2nd, in 31 of 40
Wedding weekends
Velmara Resorts 2nd, in 30 of 40
- Velmara Resorts
- Rivals
- Your gap to first
40 AI answers per question. Height shows how many named each brand.
Explore the evidenceGive AI a reason to pick you.
Trakkr reads the pages behind every pick. When AI can’t find what it needs, Trakkr writes the fix and ships it once you approve.
- You approve every change
- Ships to Shopify, WordPress, Webflow and GitHub
Velmara Resorts
14of 40Family resorts
- Kids-club ages and quiet hours are missing.Velmara Resorts website
Follow every pick to your site.
Connect Google Analytics to see AI referral visits and landing pages. Recorded conversions depend on the events and values configured in your property.
30 days · AI referral visits
Mini bars show 30 days of AI visits.
Google Analytics attributionThe shortlist can form before a rate search begins.
Conversational discovery turns a trip need into a small set of plausible properties. The sources behind that answer decide who gets considered.
The trip need comes first
A traveller describes the occasion, destination and constraints before choosing a property or opening a rate calendar.
The answer narrows the field
Owned facts, hotel listings, OTAs, reviews and destination coverage make some properties easier to recommend than others.
The team gets the exact gap
Trakkr ties the missed query to a property page, policy field, amenity record, review pattern or editorial source the team can change.
Open the full readout.
Switch views to see how Trakkr breaks down visibility for hotel and resort groups, from the market to the work that moves it.
Find the destination losing recommendation share.
Roll property performance into a portfolio view, then keep the market, traveller segment, alternative and source gap attached.
Lumen Coast Hospitality
Five-property portfolio
Group visibility
69.8
Prompts won
142
Prompts missed
80
| Property and destination | Visibility | 30d | Rank | Won / missed | Citations | Fact accuracy |
|---|---|---|---|---|---|---|
Cypress Key Family Resort Orlando, FL · Family resort | 72.4 | +2.1 | #3 | 31 / 14 | 68% | 86% |
Meridian House Convention Hotel Chicago, IL · Business and events | 81.6 | +1.3 | #2 | 38 / 9 | 79% | 94% |
Juniper House Austin Austin, TX · Urban lifestyle | 63.8 | -4.7 | #4 | 22 / 19 | 61% | 73% |
Northlight Beach Resort Charleston, SC · Weddings and leisure | 54.2 | -6.1 | #5 | 17 / 27 | 49% | 82% |
Alder Bay Resort & Spa San Diego, CA · Luxury family | 76.9 | +0.4 | #2 | 34 / 11 | 74% | 91% |
Cypress Key Family Resort
Orlando, FL · Family resort
72.4
+2.1- Rank
- #3
- Citations
- 68%
- Accuracy
- 86%
Strong family reviews, but kids-club ages and session hours disagree across sources.
Meridian House Convention Hotel
Chicago, IL · Business and events
81.6
+1.3- Rank
- #2
- Citations
- 79%
- Accuracy
- 94%
Convention access is clear; quiet-floor and late-arrival proof remains thin.
Juniper House Austin
Austin, TX · Urban lifestyle
63.8
-4.7- Rank
- #4
- Citations
- 61%
- Accuracy
- 73%
Pet-friendly mentions are frequent, but the fee and weight policy conflict.
Northlight Beach Resort
Charleston, SC · Weddings and leisure
54.2
-6.1- Rank
- #5
- Citations
- 49%
- Accuracy
- 82%
The venue page covers capacity, but weekend itinerary and editorial proof are missing.
Alder Bay Resort & Spa
San Diego, CA · Luxury family
76.9
+0.4- Rank
- #2
- Citations
- 74%
- Accuracy
- 91%
Beach and spa evidence is strong; supervised family programming is hard to verify.
Orlando family comp set
Peer properties · same query cluster
| Property | Visibility | Shortlist rank | Citation coverage | Fact accuracy |
|---|---|---|---|---|
| Cypress Key Family Resort | 72.4 | #3 | 68% | 86% |
| Harbourline Family Resort | 79.1 | #1 | 82% | 91% |
| Palmer Grove Resort | 74.8 | #2 | 75% | 88% |
| Lakeview Family Suites | 58.6 | #5 | 61% | 79% |
Cypress Key Family Resort
72.4
Visibility
- Rank
- #3
- Citations
- 68%
- Accuracy
- 86%
Harbourline Family Resort
79.1
Visibility
- Rank
- #1
- Citations
- 82%
- Accuracy
- 91%
Palmer Grove Resort
74.8
Visibility
- Rank
- #2
- Citations
- 75%
- Accuracy
- 88%
Lakeview Family Suites
58.6
Visibility
- Rank
- #5
- Citations
- 61%
- Accuracy
- 79%
View 1 of 6
Measure the occasion, not just the hotel name.
Family, business, wedding, pet and luxury questions each need a different mix of facts and independent proof.
OccasionMarketPrompt territoryTruth AI needsWeakest seam
01
Family holiday
Market
Orlando
Prompt territory
Kids club, pool mood, connecting rooms, attraction access
Truth needed
Ages, hours, supervision, room fit and transport detail
Weakest seam
Amenity policy
Room comparison
02
Convention stay
Market
Chicago
Prompt territory
Quiet rooms, venue access, late arrival, reliable Wi-Fi
Truth needed
Route, travel time, desk hours and room-location options
Weakest seam
Destination guide
Date search
03
Pet-friendly break
Market
Austin
Prompt territory
Pet fee, weight limit, green space and room access
Truth needed
One current policy across owned and travel-platform fields
Weakest seam
Policy consistency
Fee check
04
Wedding weekend
Market
Charleston
Prompt territory
Beach access, room blocks, rain plan and guest itinerary
Truth needed
Event detail plus independent destination evidence
Weakest seam
Editorial coverage
Group enquiry
05
Luxury family stay
Market
San Diego
Prompt territory
Beach, spa, family programme and meal flexibility
Truth needed
Current programme detail and suitable review evidence
Weakest seam
Programme proof
Property shortlist
View 2 of 6
Follow a missed shortlist to the exact work item.
Select a high-intent query to see the answer, cited evidence, alternative property, commercial next event and recommended fix.
Select a query to follow the recommendation, source trail, missing fact and work item.
ChatGPT
Recommended#3
Traveller intent
Build a family shortlist before comparing rooms and dates.
Answer readout
Cypress Key Family Resort enters the shortlist for its family rooms and positive kids-club reviews, but two alternatives provide clearer ages, hours and supervised-session detail.
Evidence in the answer
- Supports property
Cypress Key family page
Property page
- Conflicting fact
Google Hotels amenities
Hotel listing
- Supports property
Tripadvisor family reviews
Reviews
Why the shortlist moved
The property says ages 4 to 12, while one hotel listing says 5 to 12 and no source gives current session hours.
Recommended work item
Publish ages, supervision, session hours and booking rules on the family page, then align lodging data and OTA amenity fields.
Likely next event
Property page opened
Leading alternative: Harbourline Family Resort
View 3 of 6
Owned truth matters. External proof completes the answer.
Property pages, destination guides, Google Hotels, OTAs, reviews, publishers and communities each play a different role.
Citation mix
The answer is shaped by the whole public source set, not the property site alone.
34%
Owned share
OwnedExternal
Property pages
Owned
22%
Rooms, amenities, policies and direct next steps
Destination guides
Owned
12%
Occasion, neighbourhood and itinerary context
Google Hotels
Travel platform
17%
Property identity, lodging facts and booking routes
Tripadvisor
Review
16%
Guest experience, location, rooms and service evidence
Booking.com
Travel platform
13%
Property detail, policies and traveller reviews
Expedia
Travel platform
9%
Amenity, policy and package context
Travel and local publishers
Editorial
7%
Independent destination and occasion framing
Reddit and YouTube
Community
4%
First-hand nuance, trade-offs and recent questions
Property pages can establish fact, but travel platforms, reviews, destination sites and editorial coverage often decide whether that fact looks current, specific and independently supported.
View 4 of 6
Catch the policy conflict before the answer repeats it.
Monitor amenities and policies across the property site and public travel sources, with the affected query cluster attached.
Amenity and policy accuracy
2 conflict · 1 missing · 1 aligned shown
Cypress Key Family Resort
Kids-club ages
Property page
Ages 4 to 12
Google Hotels
Ages 5 to 12
Query cluster
Orlando family resort with kids club
Conflict
Update lodging data and add current session hours to the property page.
Juniper House Austin
Pet fee
Property page
$75 per stay
Booking.com
$50 per stay
Query cluster
Austin pet-friendly hotel without surprise fees
Conflict
Publish a dated policy source and align every OTA field in one update.
Meridian House Convention Hotel
Late check-in
Property page
24-hour front desk
Expedia
Until 23:00
Query cluster
Chicago convention hotel for a late arrival
Conflict
Clarify the arrival process and correct the travel-platform policy field.
Northlight Beach Resort
Wet-weather venue
Property page
Not stated
Local wedding guide
Not stated
Query cluster
Charleston beachfront wedding hotel comparison
Missing
Add venue capacity, rain-plan and room-block detail to the wedding guide.
Alder Bay Resort & Spa
Private beach access
Property page
Included for guests
Google Hotels
Included for guests
Query cluster
San Diego luxury resort with beach access
Aligned
Keep the visible page and lodging field dated and in sync.
View 5 of 6
Give every finding an owner and deliverable.
Recommend property-page, destination-guide, amenity-schema, review and editorial work tied to the query that underperformed.
Lumen Coast action queue
Every item starts with a measured query and evidence gap.
Turn the kids club into verifiable property data
HighLuxury Orlando resort with a good kids club · Orlando, FL
The property appears at #3, but conflicting ages and absent session hours support two alternatives first.
Deliverable: Property-page module, amenity schema and aligned Google Hotels and OTA fields.
Ecommerce + operations
Publish one pet-policy source of truth
HighPet-friendly Austin hotel without surprise fees · Austin, TX
A $25 fee conflict removes Juniper House from an otherwise relevant shortlist.
Deliverable: Dated policy page plus Booking.com, Expedia and Google lodging updates.
Distribution + property
Build the whole wedding-weekend answer
HighBeachfront hotel for a Charleston wedding weekend · Charleston, SC
The venue page proves capacity, but not the room block, rain plan or guest itinerary that comparison answers need.
Deliverable: Destination guide, event-page additions and a local editorial briefing.
Brand + sales
Prove the convention-stay route
MediumQuiet hotel near McCormick Place with late check-in · Chicago, IL
Distance is clear, but independent sources provide more useful walking, arrival and room-location context.
Deliverable: Convention guide with route detail, arrival steps and quiet-room request guidance.
Property marketing
View 6 of 6
Measure the answer without pretending to be the booking engine.
Keep prompts, engines, markets, dates and public evidence together. Treat every rate, availability, fee, amenity and policy as time-sensitive.
- 01Model demand
Group real traveller questions by destination, occasion, party, amenity, policy and commercial next step.
- 02Check answers
Run the same prompt across selected AI engines and preserve the engine, market and date.
- 03Measure the shortlist
Record appearance, recommendation order, alternatives, claims and cited sources for every property.
- 04Trace source truth
Compare owned pages with hotel listings, OTAs, reviews, publishers, destination sites and communities.
- 05Route the fix
Turn the exact query gap into a property-page, destination-guide, amenity-schema, review or editorial-source action.
Rates, availability, fees, amenities and policies can change at any time. Trakkr records answer claims with their check context; hotel distribution and reservation systems remain the live source of truth.
Public sources used to shape the market model
Booking.com
AI Trip Planner launch
A public example of conversational destination and accommodation discovery connected to property results.
SourceExpedia Group
The Path to Purchase
Research on the mix of travel resources used during inspiration, planning and booking.
SourceGoogle for Developers
Google Lodging Format Schema
The vocabulary used for lodging amenities, policies, business facilities, accessibility and pet details.
SourceGoogle for Developers
Hotel price structured data
Official guidance for machine-readable rates, fees, availability, room details and booking policies.
SourceTripadvisor
What hotel shoppers look for in reviews
Public research on how travellers use reviews to assess cleanliness, location, value, rooms and other stay details.
SourceEvery answer and figure in the examples on this page is made up to show how Trakkr works, including those for real brands. The other company names are made up too.
Questions, answered.
The practical questions behind hospitality AI visibility.
Ask anything elseAsk anything else
The Agent answers from our docs, methods and pricing, and links to the source.
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