Track, audit, and improve your brand's presence across 12 AI engines — Western, Russian, Korean, and Chinese — with K≥5 sampling and confidence bands. No black-box scores.
Cross-border B2B is a different shape from US-only SaaS. Here's where every existing tool breaks.
Profound, Peec, Otterly, Bluefish, Adobe-Semrush all cover Western LLMs only. If your buyer asks YandexGPT, GigaChat, or HyperCLOVA-X, you are invisible to every existing tool.
Industry default is one prompt per query. We run K≥5 with explicit confidence bands. Honest measurement is part of the brand.
Operating across RU/CIS/KR requires a Russian LLC plus a Korean entity plus EU infra. That is not a feature — it is a moat.
Both unethical and likely illegal under RU/KR unfair-competition law. We disclose every prompt and every K-sample count instead.
Raw responses archived 90 days. Clients can pull the blob behind any cited mention. No "AI visibility score" hand-waving — only numbers you can audit.
Discover real prompts → fan out across 12 engines → compute Share-of-Voice with confidence bands → ship a fixlist your team can act on.
Western 5 + Russian 3 + Korean 2 + DeepSeek + Google AIO. Half-coverage forfeits the cross-border moat.
Operator-driven service. Audit kicks the tires; Retainer is the production motion; Done-For-You for the heavy lifts.
Best for: One-shot scorecard across all 12 engines + a ranked fixlist.
Best for: Weekly fan-out + monthly fixlist. The production motion.
Best for: We ship the schema + KB updates + citation outreach in your stack.
No Stripe. No credit card. No self-serve. Phase-1 onboarding is operator-driven only.
Honest measurement is the brand. K=5 minimum, confidence bands published, raw blobs archived 90 days, prompt registry public.
K=5 sampling minimum per prompt per engine. Confidence bands published with every Share-of-Voice number. We never claim 'rank #1 in ChatGPT' — LLMs are non-deterministic, and pretending otherwise is dishonest.
No prompt-injection, no fake citations, no astroturfed reviews. Both unethical and likely illegal under RU/KR unfair-competition law. The fastest way to lose a B2B retainer is to get caught manipulating the LLMs your buyer trusts.
Russian LLC unlocks GigaChat OAuth + Yandex Cloud billing. Korean entity unlocks Naver Cloud + HyperCLOVA-X. EU compute (Hetzner Helsinki / Falkenstein) keeps the SERP probes sanctions-clean. Profound and Peec cannot replicate this without years of legal work.
Every cited mention links to the raw response that produced it. Public prompt registry on GitHub. Public methodology PDF. If you can't reproduce the number, we don't ship it.
Both are free. Read before you buy — that's the point.
Service-first by design. We run the platform so two operators can serve 15+ retainer clients without burning out.
“Half-coverage is indistinguishable from Profound. We ship the full 12 engines on day one or we don't ship at all.”
Tell us your brand and 1–3 competitors. We run the K=5 fan-out, score SoV with confidence bands, and email a one-page PDF — free.
Methodology deep-dives, regional engine teardowns, and case-study walkthroughs. Updated when we learn something worth publishing.
Pick a slot, ping a channel, or email direct. We reply within one business day across MSK / KST / CET.