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Forecite · AI Visibility Blueprint · Technical Detail
Companion to the Blueprint Brief
June 5, 2026
Page 01 / 07
Practice
Lumen Aesthetics & Wellness
Domain
lumenaesthetics.com
Specialty
Medical aesthetics — Botox, dermal fillers, laser therapy
Location
Denver, CO
Blueprint date
June 5, 2026
Pages audited
4
Method
GEO Scoring Methodology v1.0
59/ 100Fair
0 · Invisible50 · Occasional80 · Trusted

Document contents

Each section presents the underlying data behind the Blueprint's headline findings. Read as receipts.

PGSectionRowsPurpose
02Score by category6How the 59/100 breaks down across the six GEO dimensions, with weights.
03AI platform readiness6Per-platform score and citation status for the six AI search platforms.
04Off-site authority inventory0Every external signal AI has access to about this practice.
05Findings register10Every issue identified, with severity, category, and recommended fix.
06The roadmap3The three outcome phases that move the practice from invisible to recommended.
07Methodology6How each dimension is scored and what thresholds mean.
About this document. This is the underlying data behind the Blueprint Brief, distributed as a companion document. The Brief is the recommended starting point for non-technical readers. This document is for the operator who wants the receipts.
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Forecite · AI Visibility Blueprint · Technical Detail
Section 02 · Score by Category
June 5, 2026
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Score by category

Six dimensions. Each scored 0–100. Weighted total is the GEO Score.

#CategoryScoreWeightContributionStatus
01AI Citability5025%12.5At threshold
02Brand Authority5120%10.2At threshold
03Content & E-E-A-T5220%10.4At threshold
04Technical Foundations9215%13.8Above threshold
05Schema & Structured Data7910%7.9At threshold
06Platform Optimization4010%4.0Below threshold
Weighted total100%59.0Fair tier

Reading the table

Below threshold means the category scores under 50 of 100 and is materially limiting AI citation. At threshold means the category clears 50 but has not reached the trusted band. Above threshold means the category is operating in the band AI systems treat as a positive citation signal. Critical deficit is reserved for scores below 10, where the category is effectively absent from the site.

The two limits on this score are AI Citability and Brand Authority: a strong reputation that doesn't yet surface in AI-readable form, and content written to market rather than to answer.

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Forecite · AI Visibility Blueprint · Technical Detail
Section 03 · AI Platform Readiness
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AI platform readiness

Six platforms. Sorted by readiness score, highest to lowest.

#PlatformScoreStatusLimiting factor
01Bing Copilot55CitedYour best platform: schema and reviews register here. A complete LinkedIn presence and wider directory listings would lift it further.
02Claude53CitedOpen to AI crawlers with solid structured data. Thin third-party citations and missing credentialed authorship hold the score back.
03Google AI Overviews50CitedStrong reviews and clean schema help here. What's missing is answer-style content AI can quote directly.
04Gemini40OccasionalLeans on your Google Business Profile and structured data. Needs richer media and named, credentialed authors.
05Perplexity25Not citingBuilt on community discussion and citations. With no Reddit or press footprint, it has little about you to surface.
06ChatGPT20Not citingRelies heavily on outside signals — review sites, community threads, directories — where the practice barely appears today.

How to read this. Score is the platform's measured probability of citing the practice in a relevant patient-intent query. Status is a binned label of that score. The limiting factor is the single highest-leverage signal that platform is missing or under-using.

The pattern across all six platforms: the practice is technically visible but under-cited. Every platform improves with the same core moves: quotable content, credentialed authorship, and a wider outside footprint.

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Forecite · AI Visibility Blueprint · Technical Detail
Section 04 · Off-Site Authority Inventory
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Off-site authority inventory · none detected

Every external signal AI search platforms have access to about this practice.

NONE
DETECTED
AI finds almost nothing about this practice beyond its own website. No third-party mentions, directory listings, community discussion, or press surfaced in this scan. To an engine deciding who to recommend, the practice reads as close to a blank slate. That void is the single biggest opportunity in this Blueprint, and it is exactly what the roadmap's Ongoing phase is built to fill.

Why this matters. Engines like ChatGPT and Perplexity lean heavily on outside corroboration before they recommend a business. With no off-site footprint, even a strong on-site fix has little to cross-check against. Building this inventory from zero is where the largest, most durable gains come from.

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Forecite · AI Visibility Blueprint · Technical Detail
Section 05 · Findings Register
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Findings register · 10 items

Sorted by severity, then by category-weight impact.

#SevCategoryFinding
01MedCitabilityContent is hard for AI to quote cleanly. Average passage citability is 50/100. Most blocks lack clear answer openings, self-contained framing, or specific facts AI can lift.
02MedPlatformYour site isn't structured for how AI platforms read it. Each AI tool (ChatGPT, Perplexity, Google's AI answers, and others) leans on specific signals, clear answer formatting, structured data, fresh content, and outside corroboration. Across the major platforms, those are largely missing. Weakest right now: ChatGPT.
03LowCitabilityNo passages are highly quotable yet. Not one content block scored in the 'highly citable' range (80+). A handful of tightly-written answer paragraphs would give AI something clean to pull.
04LowCitabilityAnswer paragraphs are the wrong length for AI. No passages fall in the 134-167 word sweet spot AI tends to quote. Most blocks are too short to stand alone or too long to lift cleanly.
05LowBrandNo video presence AI can surface. Video is a channel both AI and prospective patients use to evaluate a practice. No official channel was found.
06LowBrandLittle independent discussion of your practice online. AI corroborates a business with third-party mentions, community threads, forums, Q&A. We found little or none naming you.
07LowBrandThin presence on the directories AI reads. Professional directories and medical-vertical platforms are where AI cross-checks a clinic. Your footprint across them is thin.
08LowContentYour expertise isn't obvious enough to AI. AI weighs real experience, named expertise, and trust signals heavily, especially for health topics. The site shows some, but not enough to stand out: thin author detail, few proof points, or limited depth on the treatments you offer.
09LowContentNo citations to authoritative health sources. Linking out to .gov/.edu or recognized medical sources (e.g. NIH, Mayo Clinic) signals to AI that your content is grounded. None were detected.
10LowSchemaNo breadcrumb structured data. BreadcrumbList markup tells AI how your pages relate to each other. It's missing.
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Forecite · AI Visibility Blueprint · Technical Detail
Section 06 · The Roadmap
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The roadmap

Three phases, sequenced by impact: first AI reads you correctly, then it recommends you, then you stay ahead.

First 2–3 weeks
Get AI to read your practice correctly

Right now, ask ChatGPT for "Botox in Denver" and it names other clinics, not the RN-led practice rated 4.9 stars across 146 reviews. We put the foundation in place so that as the engines re-crawl, they identify who you are, what you treat, and that you're credible.

Includes
  • Full schema markup across the site (Organization, MedicalBusiness, Person, FAQ, Breadcrumb): the structured code AI reads to identify your practice, services, clinicians, and rating
  • An llms.txt directive and crawler-access configuration, so the AI engines index the right pages the right way
  • License and credential signals surfaced in the formats AI uses to verify medical providers
First 1–2 months
Turn "found" into "booked"

Being read correctly isn't the same as being chosen. Next we make your site the clearest, most trustworthy answer to the questions patients ask before booking, so the person already asking AI for an injector is pointed to you, not the competitor down the street.

Includes
  • Answer-optimized treatment content, structured to the length and format AI extracts and quotes verbatim
  • A credentialed-authorship layer: practitioner bios, training, and experience marked up so AI treats you as a named medical expert
  • Profile claiming and optimization across the directories and review platforms AI cross-references (RealSelf, Healthgrades, Yelp, Google Business)
Ongoing
Stay the name AI gives, and measure it

This is where an ongoing content engine takes over: regular patient-education articles and short-form video that AI cites and patients watch before they book. We produce it, publish it, and track where it lands, turning "trust us" into a number you can watch climb.

Includes
  • A steady content program built for AI citation: patient-education articles and short-form video on your treatments, produced and published on a regular cadence
  • Off-site citation building: third-party mentions, community discussion, and press that AI corroborates your practice against
  • Monthly AI-visibility tracking across all six engines, reporting named-vs-not for each patient query

How the sequence works. Each phase is one outcome, ordered by impact: first the practice becomes legible to AI, then it becomes the answer AI gives, then that position is defended and measured. The work behind each outcome is summarized in its "Includes" line; the findings register on the previous page is the underlying detail.

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Forecite · AI Visibility Blueprint · Technical Detail
Section 07 · Methodology
June 5, 2026
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Methodology · GEO Scoring Methodology v1.0

How the six category scores combine into the GEO Score.

Forecite's GEO Scoring methodology measures how prepared a practice's web presence is to be cited by AI search platforms. The score is constructed from six categories. Each category is scored 0–100 against criteria specific to that dimension. The final GEO Score is the weighted sum of all six.

#CategoryWeightWhat is measured
01AI Citability25%Whether AI tools can lift clean, self-contained answers from the page: clear answer blocks, extractable paragraphs, structured headings, specific facts.
02Brand Authority20%Off-site reputation AI tools weigh: video, community discussion, encyclopedic presence, professional profiles, and verified reviews.
03Content & E-E-A-T20%Signals of real experience, expertise, authority, and trust: named credentialed authors, dates, contact info, citations, and policies.
04Technical Foundations15%The plumbing AI crawlers need: crawler access, HTTPS and security, clean URLs, mobile, page speed, and server-rendered content.
05Schema & Structured Data10%Machine-readable tags that tell AI exactly what the business, people, and services are.
06Platform Optimization10%Readiness for each major AI search platform — the signals each one leans on.

Thresholds. A category score of 50 represents the floor at which AI platforms begin to cite the practice with measurable frequency. A score of 80 represents the band associated with practices AI systems treat as trusted sources for their category and region. Scores below 10 represent a critical deficit where the category is structurally absent.

Tier mapping. Poor (0–49) · Fair (50–64) · Good (65–79) · Excellent (80–100).

Re-measurement. Forecite re-runs this measurement on a schedule for active clients. Changes to the score, category scores, and per-platform scores are reported in a delta document that pairs each movement to the work that produced it.

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