Different surfaces. Adjacent dollars. Both belong on the CMO line item.
DataEQ measures what people post about your brand on social media + review sites, with crowd-labelled sentiment. Cited Brands measures what AI search engines cite when users ask about your brand. The two surfaces barely overlap, but the CMO line item — brand reputation analytics — covers both.
About DataEQ: SA-built (Stellenbosch, 2007) social media + sentiment analytics platform. Pioneered crowd-labelled sentiment for SA banks + telcos. Acquired by Brandseye legacy, now serves global enterprise.
DataEQ owns the SA social listening + sentiment category (rightly). Cited Brands measures a different surface — what ChatGPT, Claude, Gemini, and Perplexity cite when people ask about your brand — that DataEQ does not currently cover. Most large SA brands will run both: DataEQ for social/sentiment, Cited Brands for AI search citations.
Side by side. No marketing fog.
- ✓You want to know what ChatGPT, Claude, Gemini, and Perplexity say when asked about your brand
- ✓You need to monitor + change which sources AI engines cite (complaint sites vs your own domain)
- ✓Your remediation roadmap needs SA-specific editorial pitches + PissedConsumer arbitration + Wikipedia entity work
- ✓Your procurement wants per-brand citation reports as audit-ready JSON-LD Dataset records
- →You want to listen to social media mentions (Twitter/X, Facebook, Instagram) — that is DataEQ's home turf
- →You need crowd-labelled sentiment with human reviewers in the loop — DataEQ pioneered this
- →You need real-time crisis-comms social monitoring — DataEQ + Brandwatch dominate here
- →Your primary KPI is social-mentions volume + sentiment polarity, not AI search citation share
About this comparison.
Should I buy Cited Brands instead of DataEQ?+
No — buy both, if your brand reputation budget supports it. They cover different surfaces. DataEQ measures what people post about you on social media; Cited Brands measures what AI engines cite when users ask about you. The two datasets answer different questions for the same CMO.
Is DataEQ going to add AI search citation tracking?+
Very possible — they have the SA bank relationships and the crowd-labelling pipeline that would make adding this module straightforward. Our differentiator is being first to the SA AI citation dataset, having published methodology, and being structurally vendor-neutral on social vs AI surfaces. If DataEQ adds the module, the market reframes as "best-in-class for AI citations vs unified suite," similar to how Tableau vs PowerBI played out.
Does Cited Brands measure sentiment?+
No, and intentionally. We measure which sources AI engines cite about your brand. A complaint site cited 22 times is observable and remediable; whether the underlying complaint is "negative sentiment" requires human judgement. We point at the citation pattern; remediation handles the source.
Can the two systems share data?+
Indirectly, yes. The HelloPeter + Trustpilot mentions DataEQ tracks for sentiment overlap with the source URLs Cited Brands tracks as citations. Customers running both can use DataEQ's sentiment label to prioritise which sources to remediate in the Cited Brands roadmap.
Run your brand through both platforms.
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