Dominate every AI answer your buyers already trust.
Ptimz engineers your brand into the answers of ChatGPT, Perplexity, Gemini and Claude — combining Semantic SEO, GEO, AEO, autonomous automation and data science into one growth operating system.
One ecosystem. Every surface where decisions get made.
Four interlocking practices, rotating in focus. Hover the orbit to pause and explore each category — or let it cycle.
The Search Visibility Framework™
Our proprietary methodology for maximizing visibility across search engines, answer engines and AI platforms — five interconnected stages, designed to compound.
Discover
Map the entire surface where your brand can — or should — appear.
Optimize
Engineer the on-page, on-graph and on-model signals that engines lift.
Amplify
Build authority across the third-party corpora LLMs trust most.
Automate
Deploy monitoring and optimization engines that run without you.
Scale
Compound search, answer and generative dominance into category authority.
Map the entire surface where your brand can — or should — appear.
- Search landscape audit
- Entity presence map
- Citation opportunities
- Competitive gap study
Engineer the on-page, on-graph and on-model signals that engines lift.
- Semantic SEO
- GEO
- AEO
- Schema & knowledge graph
Build authority across the third-party corpora LLMs trust most.
- AI citations
- Brand authority
- Entity relationships
- Source-of-truth pages
Deploy monitoring and optimization engines that run without you.
- AI workflows
- Visibility monitoring
- Drift alerts
- Auto-refresh pipelines
Compound search, answer and generative dominance into category authority.
- Search dominance
- Generative visibility
- Market authority
- Category capture
Agent fleets that run the work.
Production-grade orchestration across revenue, support and back-office — with governance, evaluation and human-in-the-loop choreography built in.
-
1 01IntakeSignal arrives — email, ticket, lead, anomaly.
-
2 02ClassifyRoute by intent, urgency, customer tier.
-
3 03ReasonRAG-grounded reasoning over policy + live systems.
-
4 04ActWrites to CRM, fires workflows, drafts responses.
-
5 05LearnTelemetry, eval harness, drift alerts back to model.
- 12:04:22 [sales-router] Enriched inbound lead helixcapital.com
- 12:04:19 [support-triage] Auto-resolved ticket #48213 (billing)
- 12:04:11 [cs-brief] Generated QBR brief for Nexus Dynamics
- 12:04:03 [ops-monitor] Latency budget OK · p95 = 94ms
- 12:03:58 [policy-guard] Escalated ambiguous refund to human queue
- 12:03:41 [cs-brief] Drafted renewal narrative · Cygnus Health
Forecasts you can stake the year on.
Quiet systems. Loud results.
Full index →Support agent fleet handling 68% of tier-1 volume autonomously.
Forecasting engine that re-priced the entire enterprise book.
Where does your company actually stand?
A benchmarked snapshot of your AI, automation and visibility posture — measured against operators already compounding gains in your category.
A 90-second diagnostic of your AI posture.
Four questions. A private benchmark. A recommended first move.
Original research. Cited everywhere it matters.
The library →Every surface, motion and word — considered.
Hypotheses, not opinions. Experiments, not theatre.
Working systems in weeks. Compounding from day one.
We work quietly, and only with a handful.
The minds behind the work.
A small, senior bench of engineers, researchers and architects — shipping under their own names, embedded inside your team.
Aris Vance
Former ML lead at OpenAI. Shipped retrieval and agentic systems used by 40M+ users.
Mira Köhler
Ex-DeepMind research scientist. NeurIPS and ICML publications on alignment and evaluation.
Daniel Okafor
Former Anthropic solutions architect. Embedded inside Fortune 100 deployments worldwide.
Operators who chose to go on record.
Ptimz operates like an internal team two steps ahead. In eight weeks we were the cited source across every model that mattered.
The agent fleet absorbed 68% of our tier-1 volume without a single regression. Our team finally works on the hard problems.
Their forecasting engine re-priced our entire enterprise book. The board approved the model after a single read-through.
Let's design the next decade of your business.
A private 45-minute briefing with the partners. No deck. No pitch. A working session on where your category goes next.