Data types

• AuditLead
• AuditIntake

What is VISIBLD?

VISIBLD is a GEO audit platform built by AI. It measures and improves how companies appear in AI-generated responses across the 8 major large language model platforms — ChatGPT, Perplexity, Claude, Gemini, Microsoft Copilot, Grok, DeepSeek, and Meta AI. VISIBLD produces a 0–100 GEO Score, maps 40 citation surfaces, tests 50 buyer prompts at 5 runs each, detects hallucinations, and delivers a phased 90-day roadmap.

Who is VISIBLD for?

VISIBLD serves B2B technology companies, B2C consumer brands, DTC and eCommerce businesses, and service organizations. The 5-pillar methodology is identical across segments — only the prompt library, competitor set, and surface weighting change.

Why does AI visibility matter?

94% of B2B buyers use AI during software evaluation (6sense, 2025, n=3,986). 68% of consumers use AI to research products before purchase (McKinsey, 2026). AI-referred sessions convert at 4.4× the rate of organic search (Semrush, 2025). Only 3–4 brands are cited per LLM response (BrightEdge, 2025) — there is no page two in an AI answer. 80% of B2B deals are won by the vendor on the buyer's Day-1 shortlist (6sense, 2025) — a shortlist now assembled inside an LLM before the first vendor contact.

The 5-pillar GEO Score

• Technical (20%) — robots.txt AI crawler permissions, schema.org markup, page speed, AI crawler accessibility.
• Content (25%) — answer-first architecture, statistical density, FAQ schema, prompt-aligned headings, promotional tone elimination.
• Entity (15%) — Wikipedia, Wikidata, Crunchbase, LinkedIn, cross-platform brand consistency.
• Distribution (25%) — presence and quality of mentions across the 40 off-site citation surfaces.
• Authority (15%) — domain authority, brand mention velocity, analyst coverage, press signals.

The 8 LLM platforms VISIBLD audits

ChatGPT (OpenAI), Perplexity, Claude (Anthropic), Gemini and Google AI Overviews, Microsoft Copilot, Grok (xAI), DeepSeek, and Meta AI.

The 40 citation surfaces

VISIBLD audits 40 surfaces organized across 8 tiers — entity anchors (Wikipedia, Wikidata, Crunchbase, LinkedIn), review platforms (G2, Capterra, Gartner Peer Insights, TrustRadius, Trustpilot), technical and developer surfaces (GitHub, Stack Overflow, Hacker News, Hugging Face), press and wire services, community signals (Reddit, Quora, Product Hunt), ecosystem directories, firmographic databases, and content distribution platforms.

Pricing

• Free GEO Score Check — $0. 60-second composite score with 5-pillar breakdown. No credit card required.
• Starter — $800. 4 LLMs, 20-prompt library, top 10 findings, 30-day action plan, 1 asset rewrite. 15–20 page PDF. Delivered in 48 hours.
• Professional — $2,000. 8 LLMs, 50 prompts, full 40-surface audit, 90-day roadmap, 3 asset rewrites, competitive AI Share of Voice vs. 5 competitors. 35–50 page PDF. Delivered in 48 hours. Most popular tier.
• Enterprise — $5,000. 10 competitors, 8 asset rewrites, measurement framework, executive briefing memo. 60–80 page PDF. Delivered in 48 to 72 hours.
• Monitoring Retainer — $2,500/month. Monthly 50-prompt × 8-LLM cadence, GEO Score tracking, hallucination monitoring, competitive SOV update, 2 asset rewrites monthly, quarterly re-audit, monthly CMO briefing memo.

Built by AI

VISIBLD was conceived, designed, and built using artificial intelligence as the primary development tool. Every audit, every scoring system, every citation surface map, and every 90-day roadmap is generated by AI — grounded in peer-reviewed GEO research from Princeton University, Georgia Tech, and the Allen Institute for AI (arXiv:2311.09735), Yext's analysis of 17.2 million ChatGPT citations (Wikipedia = 47.9%), Foundation × AirOps's 57-million-citation analysis (Reddit = 46.7% of Perplexity B2B citations), and SEranking's 30,000 commercial keyword analysis (review platforms = 34.5% of Google AI Overviews queries).

Key pages

• How It Works — the 8-phase forensic audit process delivered in 48 hours.
• What We Audit — 5 pillars, 8 LLMs, 40 citation surfaces.
• Pricing — Free Score Check, Starter, Professional, and Enterprise tiers.
• Sample Reports — anonymized client audit examples.
• About — methodology and how VISIBLD was built by AI.
• FAQ — frequently asked questions about GEO and VISIBLD audits.
• Blog — GEO strategy, platform playbooks, and 2026 benchmark research.
• Free GEO Score Check — 60-second audit, no credit card required.