Raqma — 34.01% prompt mention rate and 564 owned-domain links across 594 B2B tech queries

• Audited and tracked 594 prompts (591 non-branded commercial & technical queries) across 2,934 AI responses in the October 2026 Hermes snapshot.
• Reached a 34.01% prompt mention rate (202 of 594 prompts) across the non-branded query portfolio.
• Generated 564 AI answers with a direct citation link to the owned domain (19.22% owned-domain link rate across 2,934 answers, average citation rank 2.75).
• Proved that separating non-branded discovery prompts (591) from brand prompts (3) gives an honest baseline for MENA & international B2B expansion.

On large query panels (500+ prompts), many AI visibility reports inflate performance by mixing branded navigational queries with genuine commercial discovery. In the Raqma deployment, 591 of the 594 tracked prompts are strictly non-branded category, comparison, and implementation questions.

Capturing 564 direct domain links across 2,934 answers on a 99.5% non-branded prompt set demonstrates how structured B2B authority content turns AI assistants into a repeatable referral surface.

1. Built a 591-prompt non-branded commercial matrix. Using Hermes Visibility, we locked a clean non-branded prompt baseline covering regional B2B technology, compliance, implementation timelines, and vendor selection.
2. Shipped answer-first comparison and implementation guides. Through ContentOS, we produced decision-stage articles with explicit comparison tables, regulatory checklists, and FAQ blocks tailored to MENA and international buyers.
3. Aligned bilingual and technical entity markup. Via Website Agentic Optimization, we ensured clean canonical signals, JSON-LD schema parity, and fast crawler indexing.

1. 564 cited links on non-branded queries build durable pipeline discovery. Nearly one in five AI answers across almost three thousand responses includes a direct link to the client's domain.
2. Strict non-branded hygiene keeps ROI honest. Keeping branded queries to 0.5% of the panel ensures every percentage point of visibility lift reflects real buyer discovery.

Q: How many non-branded prompts are in the Raqma AI visibility panel? A: Out of 594 total tracked prompts in the October 2026 Hermes snapshot, 591 (99.5%) are non-branded commercial and technical queries.

Q: How many direct domain links did Raqma earn in AI answers? A: Raqma earned 564 AI responses with a direct citation link to its domain (a 19.22% owned-domain link rate across 2,934 measured answers) and a 34.01% prompt mention rate.