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

Brands/Checkers
Brand citation report · retail · 2026-Q3

Checkers in AI search.

Shoprite Group's premium supermarket chain, South Africa's fastest-growing grocery retailer, known for its Sixty60 rapid delivery service.

Industry network

Brands AI groups Checkers with.

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

Pick n PayWoolworthsSparFood LoverMakroCheckers
Last updated 2026-05-20Quarter 2026-Q3Citations measured 224Schema Dataset + Organization + FAQPageIndustry baseline Q2 Index
Checkers’s live Q2 reading

Net narrative control, own-domain share, complaint exposure — the live numbers are one scan away. Run the free Scorecard on Checkers for the full Q2 figures, or book a 30-minute walkthrough to discuss the strategy with our team.

The observation.

Across the AI search citations we measured for Checkers this quarter, the story splits between own-domain coverage, editorial pickups and complaint-site signal. Checkers’s net narrative control sits on the positive side — own and editorial citations outweigh complaint pickups. Run the live Scorecard scan for the exact figures, the per-engine breakdown and the brand-versus-industry gap — or book a 30-minute walkthrough to discuss the strategy with our team.

Where AI is looking.

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

Complaint sources
  • checkers-south-africa.pissedconsumer.com
  • trustpilot.com
Live counts and the full source map in the Scorecard scan.
Editorial sources
  • businesstech.co.za
  • dailyinvestor.com
  • mybroadband.co.za
Live counts and the full source map in the Scorecard scan.

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.

Checkers’s per-engine read

Checkers’s exact own / complaint / gap on each of GPT-5, Claude and Gemini — plus the moves that lift each engine differently — are in the live Scorecard scan.

Run the live scan →

Competitive context.

Checkers measured against the other retail 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 Checkers complaints.

Action 1 is the move we’d open the conversation with. Actions 2 and 3 — and the projected lift on each — are part of the 30-minute brand-specific walkthrough. Bring your PR partner, we’ll work through the full plan together.

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 Checkers come from?+

Each quarter we run 224+ AI search queries about Checkers 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 Checkers?+

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

Bench provenance
  • Dataset: sa-aeo-bench-v1
  • Snapshot: 2026-05-19 · 17 days old · budget 270 days
  • Pre-registration: osf.io/w4az2
  • 14,826 responses · 188,877 citations · 100 brands · 10 industries
Compliance & trust
  • POPIA-compliant · Information Officer registered
  • Data residency: SA + EU only
  • Methodology: pre-registered before data collection · audit trail per record
  • Models measured: OpenAI GPT-5 · Anthropic Claude Sonnet 4.5 · Google Gemini 2.5 Pro