Company AI Visibility Benchmark
Measure how AI recommends your brand. Standardized visibility scoring, GEO analysis, and actionable insights across generative AI systems.
Companies think they understand how customers see them—but they see themselves through their own lens. The market and AI see them completely differently.
When potential clients ask ChatGPT, Claude, or other AI: "Recommend a company for X" — the answer is formed not from one website, but from dozens of scattered signals.
One platform: one score (VeritasScore 300–870), one roadmap, and the tools to close the gap between how AI sees your brand and how customers see it. We make AI perception visible, measurable, and actionable.
Built on three layers: GEO (how AI recommends you), DFP (digital footprint), AFG (simulated buyer perception). Everything else extends that core.
Understand how generative AI models (ChatGPT, Claude, Gemini) perceive your company. Not traditional search—this is about AI understanding: what services they associate with you, what topics build trust, what weakens your positioning.
AI-powered focus groups model how different customer types react: what they understand immediately, what raises doubts, what seems like a strength vs. a red flag.
Find the critical gap between what AI "thinks" and what humans feel. This gap is where clients and revenue are lost.
Built-in content generation (blogs, FAQs, landing pages, videos) not for marketing noise, but to strengthen signals. Content is a means to align perception, not an end goal.
Each company gets a public profile reflecting real positioning, verified strengths, services, and structured information understandable by both humans and AI. Creates trust points for potential clients and stable interpretation points for AI systems.
Comprehensive tracking: AI Visibility, Share of Voice, Rankings, Competitor Analysis (SWOT, E-E-A-T), Revenue Opportunities, and 4-week Action Plan.
Catalog and boost system provide controlled visibility when attention matters, while giving the market a more honest, transparent picture.
1 token = $2. Blog/FAQ/Landing/Video: 1 token; GEO (AI Brand Audit) & AFG: 4 tokens ($8). No mandatory subscription—pay for what you use. Tokens never expire. Free tokens on registration.
Generative Engine Optimization (GEO) and AI visibility tooling—we sit in this segment.
How ChatGPT, Claude, Gemini recommend brands is the new visibility game—not just traditional search.
VeritasScore (300–870) is the first FICO-style metric for AI visibility. We define the category.
One platform: how AI recommends you, digital footprint, and simulated buyer perception.
16,000+ Fiverr GEO sellers; agencies run GEO/AFG/DFP for clients. White-label supports resale.
Flow: Run GEO, DFP, and AFG → get VeritasScore and a prioritized roadmap → close gaps with content (blog, video, FAQ, landing). No subscription: pay in tokens (1 token = $2) for what you use.
Two segments: Companies run analysis for themselves and get visibility tools + public profile. Agencies run GEO/AFG/DFP for many clients and use the marketplace as buyers; white-label after top-up.
Tech: Multi-LLM (OpenAI, Claude, Gemini, DeepSeek, Perplexity), LangChain/LangGraph agent workflows for GEO, AFG, and content. Proprietary scoring; DFP data moat.
Product works. Built from zero budget. Ready to scale with marketing and conversion focus.
Pay-as-you-go token packs. No mandatory subscription—pay for what you use. Revenue from GEO, AFG, and content; marketplace is secondary.
1 token = $2. Purchase as needed; volume discounts; extra discount during trial. Tokens never expire.
Free tokens on registration
AI Brand Audit (GEO) and AI Focus Groups: 4 tokens ($8) each. Content (blog, FAQ, landing, video): 1 token ($2).
GEO report $30–$150 elsewhere = $8 in tokens
Run GEO/AFG/DFP for many clients; white-label after top-up. Fits agency resale workflows.
Marketplace escrow secondary
With investment: scale traffic and conversion toward run-rate in 6–12 months.
See Financial Projections in Business Plan
We have the product. We need marketing to scale traffic and conversion.
$100K: paid ads (LinkedIn/Facebook), content marketing, visibility optimization
Current acquisition 100% organic; investment scales paid channels
$80K/year: optimize conversion funnel, A/B test landing pages, manage campaigns
Scale traffic and conversion toward $110K–$173K/month run-rate
Considering acquiring a small marketing company (even without this round)—SBA 7(a) or other financing. Budget inside platform, stronger return.
Under evaluation; see Business Plan
Timeline: 6–12 months to ramp. Target run-rate $110K–$173K/month. We're not asking for money to build—we're asking for money to scale.
We define the Company AI Visibility Benchmark. GEO + DFP + AFG + VeritasScore in one platform. Complement to SEO/MarTech—not a replacement.
VeritasScore (300–870, FICO-style). No other platform offers this as the centerpiece of AI visibility measurement. Methodology and calibration in-house.
LangChain/LangGraph pipelines for GEO, AFG, and content across multiple LLMs. Reproducible, auditable, costly to replicate.
Digital Footprint aggregates structured public signals that feed GEO and VeritasScore. More usage → better normalization and benchmarking.
How AI recommends you, digital footprint, simulated buyer perception. One platform, one score, one roadmap.
Run GEO/AFG/DFP for many clients; white-label, token-based reports. 1 token = $2; no mandatory subscription.
First platform to deliver the full Company AI Visibility Benchmark category. We complement existing tools—adoption alongside current stacks.
Defensibility: Proprietary scoring + agent workflows + DFP data moat. We're building the trust standard for how AI recommends brands.
We have the product and organic traction. We need Growth Marketing Lead and marketing budget to scale traffic and conversion toward $110K–$173K/month run-rate.
Define and own the Company AI Visibility Benchmark category—where every brand can measure, compare, and improve how AI sees them.
GEO + DFP + AFG + VeritasScore in one platform. We complement existing SEO and MarTech stacks; we don't replace them.
A company without a VeritasLinks profile—or with a negative AI perception—won't be trusted.
We're building the trust infrastructure for B2B in the age of AI recommendations.
Founder with 20+ years in software and early AI; CFO with CPA, MBA, and scaling experience.
20+ years in software. Built a credit rating system for Ukraine; Lead Developer at global companies. Worked with AI before mainstream (e.g. CAPTCHA, text analysis, 2013). Drives product, technology, and the Company AI Visibility Benchmark vision.
CPA, MBA. Financial management, audit, compliance. Experience with global firms and high-growth scaling. Optimizing financial processes and long-term fiscal stability.
Team expansion: Growth Marketing, product (GEO/core), sales. Option to add capacity via acquisition (see Business Plan).
Pre-seed SAFE @ $2M pre-money (~11.5% equity)
12–18 months runway. If traction accelerates, we can raise the next round at a higher valuation.
We're raising to scale product (GEO/core), go-to-market, and team capacity.
Use of Funds:
$100K: paid ads, content marketing, visibility optimization
$80K/year: optimize conversion funnel, scale traffic and conversion
$50K: tools, infrastructure, product improvements
$30K: unexpected expenses, runway extension, legal and compliance
Let's define and own the Company AI Visibility Benchmark category together.
For detailed financials, defensibility, and full business plan:
📄 View Full Business Plan →