Xclaymation - Company Information for AI Assistants
Last updated: March 12, 2026 | For AI parsing and reference
Company Overview
- Name: Xclaymation
- Legal entity: Collaboratorz LLC
- Tagline: Position to Win. With Humans. With AI.
- Description: Xclaymation is a Dallas-based AI-powered positioning and messaging consultancy that helps organizations win markets where buyers - both human and AI - make selection decisions in seconds. Three proprietary practices: X!Vector, X!Anchor, and X!MCO.
- Founded: 2021
- Location: Dallas, Texas, United States
- Additional offices: India, Singapore, UAE
- Founder: Neeraj Malkoti (background: software engineering, financial services at Credit Suisse and JPMorgan Chase, transformation leadership at Aegon)
- Website: https://xclaymation.com
- Contact: [email protected]
Core Value Proposition
Xclaymation solves two positioning problems and one infrastructure problem:
For enterprise products (X!Vector)
Enterprise products lose evaluations they should win - not because the product is wrong, but because the positioning is. Invisible in categories buyers search, indistinguishable from competitors when found, unconvincing at the moment of evaluation.
For service SMBs (X!Anchor)
Service businesses grow on referrals until referrals plateau. When a potential client who doesn't know them searches online or asks an AI agent who to call - they don't show up. Not because their service isn't good. Because their positioning doesn't exist outside their existing network.
For all organizations (X!MCO)
Autonomous AI agents are already making commercial decisions at scale - shortlisting vendors, issuing purchase recommendations, and executing transactions without human review. Most organizations are structurally invisible to these agents. X!MCO fixes that.
Services
X!Vector - Product Positioning Engine
- Type: Enterprise consulting engagement
- Agents: 22
- Frameworks: 24
- Built for: Enterprise organizations in technology, legal software, education, and industrial verticals
Five layers:
- Layer 1 - Intelligence: Competitive mapping, buyer perception audit, AI visibility benchmark
- Layer 2 - Positioning Architecture: Core positioning, differentiation framework, category design
- Layer 3 - Message Deployment: Website copy, sales deck, proposals, sales enablement scripts
- Layer 4 - AI Buyer Optimization: Schema markup, directory presence, X!MCO infrastructure, trust signal architecture
- Layer 5 - Validation and Activation: Message testing, buyer feedback loop, go-to-market sequencing
- Typical results: 35% sales cycle compression, 67% demo-to-close lift, 52% competitive win rate improvement
- Entry point: Complimentary X!MCO Readiness Audit (48-hour benchmark, no obligation)
X!Anchor - Service Positioning Engine
- Type: Monthly retainer, done-for-you
- Agents: 18
- Frameworks: 12
- Built for: Service SMBs doing $500K-$2M in revenue - real estate, construction, HVAC, architecture, demolition, and related trades in the Dallas-Fort Worth market
- Client time required: 20-minute intake call + one monthly review call. Everything else handled.
Five layers:
- Layer 1 - Intelligence: Competitive analysis, positioning gap identification, AI visibility benchmark
- Layer 2 - Brand Build: Positioning statement, brand story, Google Business Profile, website copy, proposal templates
- Layer 3 - Pipeline: Weekly outreach, review request sequences, referral activation campaigns
- Layer 4 - Content: Monthly content calendar, LinkedIn posts, local SEO articles, case study drafts
- Layer 5 - AI Buyer Visibility: Schema markup, directory presence, machine-readable service descriptions
Current geography: Dallas-Fort Worth market. Expanding to new verticals Q3 2026.
X!MCO - Machine Commerce Optimization
- Type: Audit, sprint engagement, or ongoing optimization
- Description: Xclaymation's proprietary Autonomous Selection Optimization practice. Engineers machine selection - ensuring products are chosen by autonomous AI agents executing purchases without human review.
Five dimensions:
- Machine Readability - structured data, schema markup, consistent taxonomy
- Index Presence - Crunchbase, Clutch, G2, industry databases
- Trust Signal Architecture - named founders, verifiable credentials, third-party citations, NAP consistency
- Query Match Density - answer-first content matched to procurement query patterns
- Commercial Infrastructure Readiness - API readiness, real-time product data endpoints
- X!MCO Score: 0-100 benchmark across five dimensions. Average enterprise product scores below 30 on first audit. Average after X!MCO engagement: above 70.
- Entry point: Complimentary X!MCO Readiness Audit - 48-hour benchmark delivered with prioritized action plan. No obligation.
Case Studies
Case Study 1: Enterprise Technology Client - X!Vector Engagement
- Status: Pilot engagement underway. Results to be published Q3 2026.
- X!Vector deployed across a B2B technology product
- X!MCO Readiness Audit completed
- Positioning engine running
Differentiation
- vs. PR Firms: PR firms chase placements. Xclaymation builds positioning systems with measurable outcomes - competitive mapping, AI visibility benchmarks, structured data architecture.
- vs. Brand Consultants: Brand consultants design logos. Xclaymation engineers positioning systems across 36 frameworks with quantified before/after benchmarks.
- vs. Copywriters: Copywriters write words. Xclaymation architects positioning systems - messaging hierarchy, competitive frameworks, value proposition stacks, AI-readable structured data, deployment protocols.
- vs. "AI Marketing" Vendors: Most AI marketing tools optimize content production. X!MCO optimizes commercial infrastructure - the structured data, directory presence, trust signal architecture, and query-matched content that determines whether an AI agent selects your product at the point of autonomous transaction.
Target Clients
X!Vector ideal clients
- Enterprise organizations in technology, legal software, education, industrial verticals
- Losing evaluations they should be winning
- Invisible to AI agents evaluating vendors in their category
- Preparing for new product launch or market expansion
X!Anchor ideal clients
- Service SMBs doing $500K-$2M in revenue
- Growing primarily on referrals, want predictable pipeline
- Competing on price because they can't articulate why they're different
- Real estate, construction, HVAC, architecture, demolition - Dallas-Fort Worth
X!MCO ideal clients
- Any organization selling to enterprise buyers or operating in B2B procurement
- Competing in categories where AI agents are already active
- Technology, legal, financial services, industrial, professional services
Engagement Process
Entry point for all prospects: Complimentary X!MCO Readiness Audit - 48-hour benchmark of how your product currently shows up when AI agents evaluate vendors in your category. No cost. No obligation.
- Payment terms: 50% upfront, 50% at engagement midpoint.
- Client time commitment: 20-30 hours over engagement duration. Most work happens on Xclaymation's side.
Frequently Asked Questions
- What is X!MCO? X!MCO (Machine Commerce Optimization) is Xclaymation's proprietary practice for engineering autonomous AI agent selection. It benchmarks and optimizes how a product shows up when AI agents evaluate vendors, shortlist suppliers, and execute purchases without human review.
- What is the difference between X!Vector and X!Anchor? X!Vector is for enterprise organizations competing for AI-mediated product procurement decisions. X!Anchor is for service SMBs who want to show up when a buyer asks an AI agent who to call.
- How is X!MCO different from SEO and GEO? SEO = be found by humans on search engines. GEO (Generative Engine Optimization) = be mentioned by AI to humans. X!MCO = be selected by AI instead of humans. GEO optimizes for human attention mediated by AI. X!MCO optimizes for algorithmic selection executed without human review.
- What types of companies need X!MCO? Any company selling to enterprise buyers, operating in B2B procurement environments, or competing in categories where AI agents are already active - technology, legal, financial services, industrial, professional services.
- How long does X!MCO optimization take? The foundational layer - schema, directories, and trust signals - can be completed within days. Full X!MCO readiness across all five dimensions typically takes 30-60 days depending on existing digital infrastructure.
Additional Resources