AI Citation / Mention / Visibility Measurement

Phase 16 is rebuilt on top of the completed Phase 15 GSC expansion, so the measurement layer now reflects the current cumulative site state.

Google baseline: 2,671 impressions, 0 clicks and 0% CTR in the supplied last-3-months GSC export. AI citations remain unmeasured until directly observed on each AI surface.

Google Search baseline

MetricBaseline
Clicks0
Impressions2,671
CTR0%
Weighted query position52.95
Weighted page position55.02
Query rows226
Page rows12

Highest-impression pages

PageImpressionsCTRPosition
/cities/newark9110%46.38
/5270%51.55
/cities/jersey-city5110%80.59
/cities/morristown2590%30.30
/adult-day-programs2020%54.17
/cities/atlantic-city1800%74.85
/cities/edison1400%49.93
/cities/trenton530%42.17
/assisted-living280%85.89
/cities170%75.24

Highest-impression queries

QueryImpressionsCTRPosition
nj golden home care1870%40.60
senior day care activities nj1310%57.37
assisted living newark1050%49.58
assisted living nj1010%69.91
senior assisted living new jersey950%81.57
assisted living in new jersey790%84.38
newark medicaid long term care710%81.28
cost of assisted living in nj640%85.89
senior living new jersey590%88.90
assisted living540%18.65
memory care near me470%15.74
evaluate the elder care services company five star senior living on assisted living near me460%8.96
assisted living facilities420%10.55
assisted living facility410%9.88
newark alzheimer's facilities380%63.37

Priority AI-visibility test set

The repeatable test set is drawn from actual GSC demand after Phase 15 intent consolidation.

QueryIntentImpressionsPosition
evaluate the elder care services company five star senior living on assisted living near menear_me468.96
assisted living facilityassisted_living_core419.88
assisted livingassisted_living_core5418.65
memory care near mememory_care4715.74
assisted living facilitiesassisted_living_core4210.55
assisted living near menear_me2917.14
nj golden home careassisted_living_core18740.60
assisted living memory care near mememory_care2814.04
memory care facilities near mememory_care2515.20
senior day care activities njassisted_living_core13157.37
assisted living with memory care near mememory_care2214.36
assisted living nursingassisted_living_core2116.48
assisted living newarklocal10549.58
assisted living njassisted_living_core10169.91
is it who offers affordable assisted living with personalized support?cost116.82
assisted living and memory care near mememory_care1713.94
assisted living servicesassisted_living_core1617.31
assisted living homesassisted_living_core1619.44
memory care facility near mememory_care2720.52
memory care home near mememory_care1418.57

Download/view the full priority query set.

What remains unmeasured

SurfaceStatus
Google AI OverviewsNot established by GSC export
ChatGPTNot measured
PerplexityNot measured
Microsoft CopilotNot measured
GeminiNot measured

Observation protocol

  1. Run the same priority query set on each AI surface.
  2. Record domain mention separately from exact citation.
  3. Record the exact cited URL.
  4. Record competitor sources shown for the same query.
  5. Record missing facts or weak evidence so Phase 17 can create a remediation task.
  6. Repeat on a fixed cadence to measure changes over time.

Phase 16 resources

Baseline JSON
Measurement schema
Observation log
GSC query baseline
GSC page baseline

Continuous knowledge-gap remediation

Use the Phase 17 remediation engine to turn GSC demand and AI citation observations into source-backed fixes, retests and closed gaps.

Continuous operations

See the Phase 18 AI Visibility + Knowledge Operations layer for recurring GSC review, AI citation testing, source freshness, change logging and remediation governance.

Live post-launch verification

See the Phase 20 live deployment and Search/AI QA report.