- Tracked 498 strictly non-branded SME & corporate banking prompts across 4,471 AI responses in the October 2026 Hermes snapshot.
- Achieved a 98.80% prompt mention rate (492 of 498 prompts) and 53.77% overall answer visibility (2,404 of 4,471 responses).
- Reached 85.94% visibility in GigaChat and 54.40% in Yandex Neuro / Alice alongside global answer engines.
- In a parallel 3-month European SME banking pilot (see pilot case), domain citations grew from 123 to 165 (+34%) with 5 of 12 platform articles cited across 7 AI engines.
Case 15 · Enterprise SME Banking · Business Accounts & Acquiring · CIS & Europe · 12 weeks
Enterprise SME Banking — 53.77% answer visibility and 98.8% prompt mention rate across 498 non-branded queries
Across 498 non-branded SME banking prompts (4,471 AI responses), this enterprise banking program reached 53.77% answer visibility and a 98.8% prompt mention rate, plus a 123 to 165 citation lift in our European pilot.
Engines lifted
- ChatGPT
- Perplexity
- Gemini
- Google AI Overviews
- GigaChat
- Yandex Neuro
Before · baseline scan → After · October 2026 snapshot
Before · baseline scan
Portal-dominated banking answers
High-intent SME banking queries on business accounts, merchant acquiring, and corporate cards were answered from fragmented comparison portals and outdated fee tables.
After · October 2026 snapshot
53.77% answer visibility across 498 non-branded prompts
53.77% answer visibility across 4,471 AI responses on 498 non-branded SME banking prompts (98.8% prompt mention rate). In a parallel 3-month European SME banking pilot, domain citations grew from 123 to 165 (+34%).
The numbers in detail
What moved — SberBusiness & Enterprise SME Banking
53.77%
Overall answer visibility
2,404 of 4,471 AI responses on non-branded SME banking prompts.
98.80%
Prompt mention rate
492 of 498 non-branded SME banking queries name the brand.
85.9% / 54.4%
GigaChat / Yandex Neuro
Visibility share in regional flagship assistants.
498
Non-branded prompts tracked
Strictly non-branded SME banking, acquiring & corporate account queries.
Section 01
Key takeaways
Section 02
Why this case matters
SME and corporate banking (business checking accounts, merchant acquiring, payroll, FX compliance, and working-capital credit) is one of the highest-stakes YMYL categories in AI search. Founders and CFOs ask specific fee-and-threshold questions rather than generic brand queries.
Measuring 498 non-branded commercial prompts across 4,471 answers proves how an enterprise bank sustains majority share-of-answer through structured product tables, strict editorial policy compliance, and Schema.org precision.
Section 03
What we did, step by step
- Mapped 498 non-branded SME banking prompts. In Hermes Visibility, we segmented queries across business account opening, acquiring fees, international settlements, and sole-proprietor accounting.
- Shipped policy-compliant financial explainers and fee matrices. Through ContentOS, every article was gated against strict banking editorial rules, featuring transparent fee tables, turnover scenarios, and 6+ FAQ items.
- Delivered paste-clean JSON-LD markup and external distribution. Using Website Agentic Optimization, we paired canonical banking pages with validated
ArticleandFAQPageschemas and external business-media distribution.
Section 04
Results (October 2026 Hermes snapshot)
| Metric | Measured Result | Scope / Denominator |
|---|---|---|
| Non-branded prompt panel | 498 prompts | 100% non-branded SME & corporate banking queries |
| Prompt mention rate | 98.80% | 492 of 498 prompts |
| Overall answer visibility | 53.77% | 2,404 of 4,471 AI responses |
| Regional engine leadership | 85.94% / 54.40% | GigaChat / Yandex Neuro visibility |
| 3-month European pilot lift | 123 → 165 (+34%) | 5 of 12 pilot articles cited across 7 engines |
Section 05
What this changes for enterprise financial institutions
- Majority answer share on non-branded demand. Appearing in 53.77% of all AI responses across nearly 500 non-branded prompts keeps the institution in the default recommendation slot for new business registrations.
- Compliance and AEO work together. Strict editorial gates that remove vague claims and enforce exact fee tables make banking pages more citable by LLMs.
Section 06
FAQ
Q: Does the 53.77% banking visibility figure include branded queries? A: No. All 498 tracked prompts in the panel are strictly non-branded SME and corporate banking queries across 4,471 AI responses.
Q: How does this relate to the 3-month European bank AEO pilot? A: While the flagship SME banking deployment tracks 498 non-branded prompts at 53.77% answer visibility, our separate 3-month European bank pilot grew direct domain citations from 123 to 165 (+34%).
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