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Hospital X — customer sentiment

Top strengths and weaknesses synthesised from public reviews across Google, Trustpilot, Facebook, Instagram, LinkedIn, and Reddit.

Total mentions analysed
2,611
past 90 days · 6 platforms
Net sentiment
+14%
strengths minus weaknesses
Positive themes
12
clustered by LLM
Negative themes
9
clustered by LLM
Data sources
Google Reviews1,247
Trustpilot384
Facebook512
Instagram218
LinkedIn94
Reddit156
✓Top 3 strengths
1
Doctor and specialist quality
412 mentions · sentiment +82% · sources: Google Reviews, Trustpilot, Facebook
“The cardiologist explained everything patiently and never rushed — best care I've had in Bahrain.”
“Dr. picked up on something my previous GP missed. Highly professional team across specialties.”
“Multi-specialist coordination during my father's stay was excellent — they actually talked to each other.”
2
Modern facility and cleanliness
298 mentions · sentiment +78% · sources: Google Reviews, Instagram, Trustpilot
“Clean, quiet, well-equipped. Room felt like a hotel, not a hospital.”
“New MRI suite, fast lab, everything looks brand new. You can tell they invested.”
“Emergency room was well-stocked and organised — no scrambling for supplies.”
3
Multilingual, empathetic staff
241 mentions · sentiment +75% · sources: Google Reviews, Facebook, Reddit
“The nurses speak Arabic, English, Hindi, Tagalog — very helpful for our elderly parents.”
“Front desk actually listened. Didn't get the usual 'take a number' treatment.”
“Reception explained the insurance process in three languages until my aunt understood.”
!Top 3 weaknesses
1
Long outpatient waiting times
587 mentions · sentiment -71% · sources: Google Reviews, Trustpilot, Reddit, Facebook
“Waited 40 minutes past my 10am slot with zero communication. Left before being seen.”
“Referral to first appointment took 5 weeks. Then another 2 weeks for follow-up.”
“Booked appointment but they kept walk-ins ahead of me. What was the point of booking?”
2
Insurance / billing friction at discharge
452 mentions · sentiment -68% · sources: Google Reviews, Trustpilot, LinkedIn, Reddit
“Doctor cleared me at 11am. Waited until 6pm because of 'insurance pre-auth for the wheelchair.'”
“Nobody could tell me what my share of the bill was until the day I left. Sticker shock.”
“The itemised bill had 3 charges I couldn't identify. Took 4 calls to get answers.”
3
Poor communication about delays
318 mentions · sentiment -64% · sources: Google Reviews, Facebook, Instagram, Reddit
“I understand ED gets busy but tell us something. Sat 3 hours with no update.”
“Nobody told us the specialist consult was cancelled. Found out on our way there.”
“Pharmacy said 'meds not ready' four separate times before they finally were.”
Data-source note: numbers and verbatim quotes shown here are synthesised from clustered themes across public review platforms — a real deployment ingests via each platform's API, deduplicates, translates non-English reviews, and clusters with an LLM before surfacing.