Independent researchObservations of publicly-cited AI search content for Medihelp as of 2026-05-20. Not affiliated with Medihelp.

Brands/Medihelp
Brand citation report · medical aid · 2026-Q3

Medihelp in AI search.

One of South Africa's oldest open medical schemes, offering affordable benefit options to individuals, families, and employer groups nationwide.

Industry network

Brands AI groups Medihelp with.

Each peer is a medical aid brand that surfaces in roughly the same AI search queries as Medihelp. Edge density reflects how often AI engines mention them in the same response.

Discovery HealthMomentum HealthBonitasBestmedDiscoveryMedihelp
Last updated 2026-05-20Quarter 2026-Q3Citations measured 223Schema Dataset + Organization + FAQPageIndustry baseline -0.2
+12.6
Net narrative control
Industry avg -0.2
12.6%
Own-domain citations
Industry avg 4.8%
0.0%
Complaint-site citations
Industry avg 5.0%
223
Total citations measured
Across 3 LLMs · 2026-Q3

The observation.

Across 223 AI search citations measured this quarter, complaint sites surfaced 0.0% of the time when LLMs were asked about Medihelp; the brand's own domain surfaced 12.6%. Net narrative control sits at +12.6, vs an industry baseline of -0.2.

Citation share · 2026-Q3
Own 12.6%
Editorial 64.1%
Complaint 0.0%
Other

Where AI is looking.

The cited domains, grouped by category. Where a single source over-indexes, it disproportionately shapes how AI engines describe Medihelp to users.

Complaint sources
  • trustpilot.com6
  • complaintsboard.com2
Editorial sources
  • medicalaid.com119
  • moneytoday.co.za24

How the engines differ.

Each LLM retrieves and ranks sources differently. A remediation that lifts visibility in one model may produce no measurable change in another.

GPT-5
Own
12.7%
Complaint
0.5%
Gap -12.2 pts toward complaints
Claude Sonnet 4.5
Own
0.0%
Complaint
0.0%
Gap 0.0 pts toward complaints
Gemini 2.5 Pro
Own
0.0%
Complaint
0.0%
Gap 0.0 pts toward complaints

Competitive context.

Medihelp measured against the other medical aid brands in our quarterly index. Click through for each brand's full report.

What we’d do.

Three remediation actions ranked by projected lift to net narrative control. Projections from our remediation model, not commitments — actual lift depends on execution quality.

Action 01

HelloPeter sub-1h response SLA on top 12 open Medihelp complaints.

+4.0 pts projected
Action 02

BusinessTech contributor pitch on PMB compliance and value-based care innovation in SA medical schemes.

+2.0 pts projected
Action 03

Wikipedia 2026 leadership refresh + Wikidata Q-ID enrichment.

+1.5 pts projected
About this measurement

Common questions,
answered straight.

How is "net narrative control" calculated?+

Net narrative control = own-domain citation share minus complaint-site citation share, expressed as percentage points. Range is −100 to +100. It describes the citation pattern observed for a brand across measured AI search queries; it is not a judgement of the brand itself.

Where does the data for Medihelp come from?+

Each quarter we run 223+ AI search queries about Medihelp across ChatGPT, Claude, and Gemini. The citations the engines return are extracted, deduplicated, and categorised against a published source taxonomy. The full methodology is at /methodology.

How do I dispute or correct a number on this page?+

Use the "Request a correction" form in section §6 (or email legal@citedbrands.co.za for larger disputes). We review every correction within 5 business days and publish updates alongside the original record.

Is Cited Brands affiliated with Medihelp?+

No. Cited Brands (Pty) Ltd is an independent research and SaaS company. We have no commercial relationship with Medihelp unless explicitly stated. Trademark and brand names are used here for purposes of comment, criticism, research, and reporting in line with section 12 of the SA Copyright Act 98 of 1978 and nominative trademark fair use.

Spotted an issue?

Request a correction.

We review every correction within 5 business days. Larger disputes: legal@citedbrands.co.za.

Take the narrative back

See your own brand's scorecard, then
ship the playbook to change it.

The Cited Brands platform runs this measurement for your brand every week, then executes the recommended remediation actions for you.