CitedLogic
Industries

Built for the categories AI is already ranking.

High-value, multi-location local categories where a single AI answer routes a customer worth thousands. The Real-Market AI Ranking Engine shows who wins that answer and which category, reputation, and source fixes should be weighted first.

01 / Vertical

Medspa & Aesthetics

Cash-pay
High-LTV repeat clientele
Evidence preview
Medspa · real deviceOpen
Medspa · real device
Medspa · real device

Cash-pay clients who come back for years. When a prospect asks AI for the best injector in town, the named clinic wins a near-pure-margin booking — and you never see the ones it sent elsewhere.

Weighted first in the baseline
treatment trust
provider reputation
safety prompts
review summaries
Download Medspa winner PDFSee what AI says about your medspa locations
02 / Vertical

Dental & DSO

Compounding
Footprint-wide exposure
Evidence preview
Dental · real deviceOpen
Dental · real device
Dental · real device

AI answers lean heavily on listings data, so a stale hour or wrong location quietly reroutes new-patient demand. Across a DSO footprint that error compounds office by office.

Weighted first in the baseline
veneers
implants
emergency
family vs specialist positioning
Download Dental gap and winner PDFsSee what AI says about your dental locations
03 / Vertical

HVAC & Home Services

Same-day
Emergency-intent revenue
Evidence preview
HVAC · real deviceOpen
HVAC · real device
HVAC · real device

Emergency-intent queries (“AC repair near me”) convert immediately to the contractor AI names first — being absent is lost revenue the same day, and a service relationship that can last years.

Weighted first in the baseline
emergency intent
same-day proof
map truth
review freshness
Download HVAC winner PDFSee what AI says about your hvac locations
04 / Vertical

Legal (Personal Injury)

One case
Can carry the whole program
Evidence preview
Legal · real deviceOpen
Legal · real device
Legal · real device

PI economics tolerate high CAC, which is exactly why the AI recommendation is worth fighting for. A single case named through ChatGPT or Gemini can outweigh the program many times over.

Weighted first in the baseline
practice-area authority
case economics
review volume
directory citations
Download Legal gap PDFSee what AI says about your legal locations
05 / Vertical

Multi-location Healthcare

High
Accuracy & compliance stakes

When AI states the wrong service line, provider, or intake detail, the cost isn't just a lost patient — it's a compliance exposure. Acute accuracy across every location is the requirement, not a nice-to-have.

Weighted first in the baseline
provider facts
service-line accuracy
intake details
compliance-sensitive prompts
See what AI says about your multi-location locations
06 / Vertical

Restaurants & Hospitality

Many
Locations · thin margins

High location counts and thin margins make an accuracy-and-brand-safety posture the right fit. Catch the wrong hours, menu, or closed-location answer before it costs a booking — defend the bookings you already earn.

See what AI says about your restaurants locations
225
pixel-verified top-2 climbs
270
businesses measured on the fleet
6,946
timestamped real-device observations
14 days
median climb window

Jun 10, 2026 snapshot· climbs from the pixel-verified case library · businesses & observations from the device-observation index

Across every vertical we rank, the pattern holds: map the category, weight the fixes, re-run the same prompts, and the answer can change inside a capture window. See the before/after screenshots →

Your category is already being answered.

Find out who AI names in your markets - before the next high-LTV customer asks. Real-Market AI Ranking Engine, city by city and category by category, screenshot-backed.