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llms.txt GeneratorSculpt House Clinic
38of 40Surgical consults
Why AI picks it
- Links public surgeon credentialsSculpt House Clinic example page
- Explains consultation stepsSculpt House Clinic example guide
ChatGPT says
“Links the surgeon to a public register.”
Own the shortlist for high-consideration procedures.
See which clinics and providers AI names for each procedure and market. Trace the credentials, reviews, education and local sources behind the answer, then route the next approved action.
“What should I look for in a rhinoplasty surgeon near Miami?”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.
First consultations
Lumisade Aesthetics 1st, in 36 of 40
Surgeon credentials
Lumisade Aesthetics 1st, in 37 of 40
Laser hair removal
Lumisade Aesthetics 2nd, in 31 of 40
Skin texture options
Lumisade Aesthetics 2nd, in 30 of 40
Miami consults
Lumisade Aesthetics 4th, in 14 of 40
- Lumisade Aesthetics
- 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
Link surgeon credentials and scope. Verify the details with the team before publishing.
Ship to WordPress+4expected
Lumisade Aesthetics
14of 40Miami consults
- Surgeon credentials are hard to find.Lumisade Aesthetics example page
“What should I look for in a rhinoplasty surgeon near Miami?”40 answers
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 attributionIllustrative medical aesthetics and plastic surgery groups example. All providers, products, answers, counts and results in this demo are fictional. Verify facts before using an example draft. Industry-specific evidence and measurement caveats follow below.
AI search for medical aesthetics groups, explained.
AI search for medical aesthetics and plastic surgery groups means measuring whether ChatGPT, Google AI, Perplexity and Gemini name the right clinic or provider when someone asks about a procedure, market or selection criterion. Trakkr keeps the prompt, clinic entity, provider profile, answer position and public source trail together. It flags missing or conflicting evidence for a human owner to verify. It does not diagnose, judge suitability, promise an outcome or invent a credential, price, review, availability, complication rate or before-and-after result.
One readout by procedure, clinic, provider and market.
Tracked across
- ChatGPT
Google
Perplexity
Gemini
Procedure shortlist signal
Miami · rhinoplastyProspective patient asks
What should I look for in a rhinoplasty surgeon near Miami?
Shortlist diagnosis
Lumisade Surgical Arts appears, but the fictional clinic is qualified because the provider page and independent profile do not carry the same verifiable credential trail.
#4Position
Provider entity
Clear
Credentials
Gap
Procedure
Mixed
Approved next action
Verify the official provider record, remove unsupported credential wording, and add a conservative consultation checklist.
Fictional clinics and fixed illustrative data. No credential, price, review, availability or result is real.
The answer becomes the first shortlist.
Procedure intent, provider truth and independent evidence shape who earns deeper research.
Shortlist moment
The first consultation can start in an AI answer.
A person can combine procedure, location, provider criteria and a concern in one question. The resulting few names shape which practices earn deeper research.
Entity truth
The group, clinic and provider must resolve cleanly.
A national brand page cannot stand in for a local clinic or an individual provider. Locations, profiles and procedure pages need a clear, verified relationship.
Trust evidence
Credentials and claims need a source trail.
Official boards, professional societies, facility information and product guidance play a different role from practice marketing. Trakkr shows which source carries which statement.
Patient proof
Reviews and images need context, not a score alone.
People look for experience, communication and examples relevant to their concern. AI answers can flatten that context unless the evidence is current and specific.
Open the full readout.
Switch views to see how Trakkr breaks down visibility for medical aesthetics and plastic surgery groups, from the market to the work that moves it.
Roll up the group. Keep every provider local.
See where a group-level signal breaks down by clinic, procedure and provider entity.
Lumisade Aesthetic Group (fictional)
Four fictional clinics · surgical and non-surgical programmes · four US markets
Fictional clinics and fixed illustrative data. No credential, price, review, availability or result is real.
- Portfolio visibility
- 61
- -1.4 points over 30 days
- Citation coverage
- 61%
- Owned and independent evidence
- Entity truth
- 64%
- Tracked public facts and claims
Lumisade Surgical Arts · Miami
Miami, FL · Rhinoplasty and facial procedures
54
-4.7
- Rank
- #4
- Citations
- 58%
- Entity truth
- 49%
The provider entity is clear, but credential wording is not joined to a verified official record and the procedure guide lacks a consultation checklist.
Fieldhouse Aesthetics · Austin
Austin, TX · Laser hair removal and skin treatments
73
+3.2
- Rank
- #2
- Citations
- 76%
- Entity truth
- 81%
Clinic, provider and treatment pages align, while a device detail still needs an operations-approved source before it can be repeated.
North Loop Skin Studio · Chicago
Chicago, IL · Non-surgical skin texture consultations
64
+1.1
- Rank
- #3
- Citations
- 67%
- Entity truth
- 72%
The clinic explains consultation and provider roles, but its education page blurs categories and does not set clear limits on what the page can answer.
Canyon Medical Aesthetics · Los Angeles
Los Angeles, CA · Injectables and facial aesthetics
47
-2.8
- Rank
- #5
- Citations
- 44%
- Entity truth
- 55%
An old directory profile and current clinic page disagree on provider roster. No treatment outcome or availability is inferred from the gap.
Attention
Miami needs a verified credential trail before its provider page is expanded. Los Angeles needs the old directory profile resolved, with any roster change confirmed by the practice before publication.
Illustrative public peer set: LaserAway, Ideal Image, Milan Laser Hair Removal, Sono Bello. These public names are examples only. They are not Trakkr customers, and no measurements about them appear on this page.
View 1 of 6
Follow the question from shortlist to source gap.
Change the prompt or engine to inspect the answer, evidence and next approved move.
The prompt, engine, market and date stay attached so a change can be explained and reviewed.
Answer tracePosition #3
Buyer intent
Build a local shortlist, then check provider experience, treatment scope, reviews and consultation fit.
ChatGPT includes Lumisade Miami but gives two alternatives stronger support because their clinic and provider records are corroborated across more local sources.
- Supports tracked entity
Lumisade Miami clinic page
Owned site
- Stale fact
Local provider directory
Directory
- Supports alternative
Bayshore clinic profile
Local profile
Evidence gap
The provider roster differs between the current clinic page and one directory record.
Recommended work
Confirm the roster with clinic operations, correct the directory record and connect each current provider profile to the clinic entity.
Likely next event: Consultation researchAlternative: Bayshore Aesthetic Medicine
View 2 of 6
Separate local discovery from procedure research.
Visibility alone cannot show whether the answer resolved the right clinic, provider or selection criterion.
Buying programmeVisibilityAnswer consistencyProvider coverageWeakest segment
Local med spa discovery
Best med spa in Miami and consultation-led local questions
Clinic visibility is stronger than current provider corroboration.
Visibility
58%
Answer consistency
61%
Provider coverage
52%
Weakest segment
Miami
Plastic surgeon selection
Board certification, facility, consultation and procedure-experience questions
Professional guidance is strong; the fictional provider evidence chain is incomplete.
Visibility
51%
Answer consistency
56%
Provider coverage
47%
Weakest segment
Miami
Laser hair removal comparison
Provider comparison, consultation and treatment-explanation prompts
A stale directory URL is the main remaining gap.
Visibility
74%
Answer consistency
81%
Provider coverage
79%
Weakest segment
Austin directory
Skin texture education
Non-surgical category research before a consultation
The clinic entity is clear, while procedure education is too broad.
Visibility
63%
Answer consistency
68%
Provider coverage
73%
Weakest segment
Chicago education
Injectables research
Provider training, product information and consultation questions
An old directory record conflicts with the current roster.
Visibility
46%
Answer consistency
53%
Provider coverage
55%
Weakest segment
Los Angeles
View 3 of 6
See which sources carry the recommendation.
Owned pages, official records, medical guidance, reviews and local profiles each do a different job.
Review and before-after source mix
Owned clinical pages
38.6%
Official and medical
27.4%
Reviews and local
34%
Illustrative citation share across the displayed answer set, not a market benchmark or provider rating.
Source in the answer set
Lumisade set
Local alternative
Clinic and provider pagesMixed evidence
Owned entities
Clinic entities are clear in three markets. Miami credential wording and Los Angeles roster details need verification.
Official board and licence recordsCoverage gap
Credential sources
The illustrative Miami profile does not link a practice-verified official record.
ASPS patient guidanceSupporting
Professional guidance
Useful selection criteria and consultation questions, not an endorsement of any displayed practice.
RealSelf provider and review pagesMixed evidence
Directory and reviews
Procedure, review and image context can support research, but current provider details must be checked.
Google Business ProfilesSupporting
Local discovery
Location entities are strong, while one roster link and one category record are stale.
FDA procedure and device guidanceSupporting
Public medical guidance
Provides general risk and product context. It does not validate a clinic or individual treatment plan.
Evidence diagnosis
2 material gaps
The fictional portfolio is discoverable, but Miami needs an official credential trail and Los Angeles needs a current provider entity. Neither gap proves anything about provider quality or availability.
Trust and concern themes behind the shortlist
Provider identity
MixedThree fictional clinics resolve cleanly. Miami and Los Angeles need a verified provider trail.
Credential clarity
At riskThe Miami profile cannot support its current wording from a linked official source.
Consultation boundaries
SupportingMost displayed pages separate general education from an individual assessment.
Review context
MixedIndependent evidence is broad at the brand level and thinner for exact clinic-procedure combinations.
Before-and-after context
MixedThe model tracks source and relevance only. It does not judge a result or typicality.
View 4 of 6
Route risky facts before they become copy.
The product flags a conflict. The practice verifies the truth and approves the wording.
The monitor finds public inconsistencies. A practice owner must verify every credential, role, service and location detail before it changes.
Miami provider profile
Credential wording
ConflictOwned wording is not supported by a linked official record in the illustrative snapshot.
Remove the wording until the practice verifies the exact official source and approved label.
Owner
Practice operations + legal
Los Angeles clinic
Provider roster
StaleA directory lists a provider detail that is absent from the current clinic page.
Confirm the current roster internally, then correct the public record without inferring availability.
Owner
Clinic operations
Austin treatment page
Device detail
MissingA comparison answer repeats a device detail that has no approved source on the canonical page.
Remove or source the detail after operations and clinical review.
Owner
Clinical marketing
Chicago education hub
Procedure scope
ConflictThe page groups distinct treatment categories under one broad outcome phrase.
Describe categories and consultation questions without diagnosing, ranking or promising a result.
Owner
Clinical review
Austin clinic
Location record
AlignedClinic name, address and canonical URL align across the displayed public sources.
Keep a review owner and date; no content change is needed.
Owner
Local marketing
View 5 of 6
Give each clinic the next approved move.
Actions name the observed gap, accountable owner and signal to measure again.
Each item begins with an observed answer or source gap and ends with a fact owner, approval route and signal to recheck.
17 open · 6 high priority- 01
Repair the Miami credential trailHigh
Provider wording cannot be matched to a practice-verified official source.
Approval route
Practice operations + legal
Miami · provider profile
- 02
Resolve the Los Angeles provider rosterHigh
An old directory profile and current clinic page list different provider details.
Approval route
Clinic operations
Los Angeles · local profiles
- 03
Split the skin texture education guideHigh
One broad page blurs procedure categories and lacks clear consultation boundaries.
Approval route
Clinical review + content
Chicago · education
- 04
Set price transparency boundariesMedium
Pages need a clear distinction between a consultation route and any price information the practice has approved for publication.
Approval route
Revenue operations + legal
Portfolio · consultation pages
- 05
Strengthen treatment-specific review evidenceMedium
Current review evidence is thin at the clinic and procedure level.
Approval route
Patient experience
Austin and Chicago
- 06
Join each provider to the correct clinicHigh
Provider, location and procedure relationships are not represented consistently across canonical pages and markup.
Approval route
SEO + web
Four markets
- 07
Build an approved consultation comparison guideMedium
The owned site does not answer the same conservative selection questions as the cited professional guidance.
Approval route
Clinical marketing + legal
Miami · rhinoplasty
View 6 of 6
Make every shortlist signal explainable.
The model keeps prompt, entity, evidence, caveat and owner attached.
- 01Model the questions
Group prompts by market, procedure, provider criterion and research stage. Keep diagnosis and suitability questions out of the acquisition set.
- 02Capture the answer
Record the engine, prompt, shortlist position, named alternative, source set and date without treating the answer as medical advice.
- 03Resolve the entities
Keep the group, clinic, provider and procedure page connected at the right level.
- 04Check the claims
Flag credential, role, procedure, price, review and image-source gaps for a qualified human owner.
- 05Route approved work
Create the smallest action that can improve the evidence, then recheck the same prompt after the source changes.
All groups, clinics, providers, prompts, scores, positions and findings in the product preview are fixed illustrative data. The public sources below explain selection criteria and source types. They do not validate the fictional records, endorse a provider or support a treatment decision.
Public sources behind the category
ASPSChoose a Plastic Surgeon You Can TrustProfessional patient-safety guidance explains board certification, facility context and questions people use when researching a surgeon.ASPSConsultation checklistA patient-facing checklist covers provider questions, before-and-after examples, recovery support and consultation fit.FDADermal Fillers (Soft Tissue Fillers)Official information explains that fillers are medical procedures and sets out provider, product-label and risk questions.FDAMedical LasersOfficial material explains medical laser uses, device context and general risks without endorsing a provider.RealSelfTips to find the right providerA public provider marketplace shows how reviews, credentials, consultation fit and before-and-after material enter consumer research.
Questions, answered.
What medical aesthetics teams ask before a readout.
Ask anything elseAsk anything else
The Agent answers from our docs, methods and pricing, and links to the source.
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Every question your buyers askchecked daily in eight AI models