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

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

Bestmed in AI search.

South African medical-aid scheme tracked in the SA-AEO-Bench citation pilot.

Industry network

Brands AI groups Bestmed with.

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

DiscoveryMomentumMedihelpBonitasDiscovery HealthBestmed
Last updated 2026-05-20Quarter 2026-Q3Citations measured 190Schema Dataset + Organization + FAQPageIndustry baseline -0.2
0.0
Net narrative control
Industry avg -0.2
0.0%
Own-domain citations
Industry avg 4.8%
0.0%
Complaint-site citations
Industry avg 5.0%
190
Total citations measured
Across 3 LLMs · 2026-Q3

The observation.

Across 190 AI search citations measured this quarter, complaint sites surfaced 0.0% of the time when LLMs were asked about Bestmed; the brand's own domain surfaced 0.0%. Net narrative control sits at 0.0, vs an industry baseline of -0.2.

Citation share · 2026-Q3
Own 0.0%
Editorial 52.6%
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 Bestmed to users.

Complaint sources
    Editorial sources
    • medicalaid.com75
    • hippo.co.za25

    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
    0.1%
    Complaint
    0.5%
    Gap +0.4 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.

    Bestmed 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 Bestmed complaints.

    +4.0 pts projected
    Action 02

    BusinessTech contributor pitch positioning Bestmed as a category authority.

    +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 Bestmed come from?+

    Each quarter we run 190+ AI search queries about Bestmed 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 Bestmed?+

    No. Cited Brands (Pty) Ltd is an independent research and SaaS company. We have no commercial relationship with Bestmed 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.