42 modules. One pipeline. Every fix deployed.

Not a feature list. A complete action system — from invisible to cited, with deployable code at every step.

llms.txt GeneratorContent Health 4-LayerBLUF GeneratorConfidence ScoreHallucination MiningFan-Out AnalyzerDeployable Fix Code

7 things only VELRA GEO does

Every other tool monitors. We generate deployable fixes.

llms.txt Generator

Auto-generate machine-readable brand files (llms.txt + llms-full.txt) so LLMs understand your brand accurately. No competitor offers this.

Content Health 4-Layer Scanner

Score every page across 4 dimensions: Structure, Data Richness, Extractability, Freshness. Includes Zombie Content detection.

BLUF Generator

Bottom Line Up Front: auto-generate 200-word summary blocks per section that AI engines can extract directly.

Confidence Score

Rate 1-5 per section. Detect hedge phrases ('might', 'possibly', 'some say') that make AI skip your content.

AI Hallucination Mining

Scan 404s from AI referrers to find URLs that ChatGPT/Perplexity invented about your brand. Fix before users land on dead pages.

Fan-Out Query Analyzer

One keyword generates 10+ sub-queries. See which ones you rank for and which competitors own.

Deployable Fix Code

Every issue comes with copy-paste code: robots.txt patches, JSON-LD schema, HTML blocks, llms.txt files. Not suggestions — actual code.

The complete pipeline

Scan → Prioritize → Fix → Assign → Prove

Step 1

Scan + Diagnose

Site Crawler

Crawl up to 5,000 pages via Firecrawl. Extract content, headers, schema, links, meta tags. JS rendering included.

AI Engine Scanner

Query ChatGPT, Perplexity, Google AIO, Gemini, Claude, Copilot — see where your brand appears and how it's cited.

M1

GEO Score Calculator

5-category weighted score: Tech (40%) / Content (25%) / AI Readiness (20%) / Trust (10%) / UX (5%).

CA1

Content Health 4-Layer UNIQUE

Structure + Data Richness + Extractability + Freshness scoring per page. Includes Zombie Content detection.

CA2

Competitive Benchmarker

Side-by-side comparison with up to 20 competitors: word count, stats, FAQ, schema, freshness, citations.

Step 2

Prioritize

M8

Priority Pipeline

Impact × Effort matrix. P1-P4 ranking. Export to Jira, Asana, Linear, Notion, Slack, CSV.

C9

10 Universal GEO Feature Scorer

Score content based on MIT/Columbia E-GEO research: ranking emphasis, user intent, authoritativeness, factuality, and 6 more.

C8

Fan-Out Query Analyzer UNIQUE

Decompose keywords into 10+ sub-queries. Find coverage gaps your competitors own.

M9

Entity Authority Scoring

Know exactly which entities you need to add per page based on schema, brand consistency, LLM presence, earned media.

Step 3

Fix + Generate

Access Fixes

4 modules
A1

AI Robots.txt Patch

Auto-generate rules for 14 AI crawlers: GPTBot, ClaudeBot, PerplexityBot, Google-Extended, CCBot, OAI-SearchBot, and 8 more.

A2

llms.txt Generator UNIQUE

Create llms.txt (<5KB) + llms-full.txt (10-100KB) per llmstxt.org spec. Templates for SaaS, ecommerce, agency, news.

A3

Indexability Fixer

Fix canonical issues, noindex on important pages, redirect chains, soft 404s, accordion/tabs hidden content.

A4

Sitemap AI Priority

Optimize XML sitemap with priority weights for AI citation potential. Focus crawl budget on highest-impact pages.

Schema Fixes

7 modules
S1

FAQ Schema

Extract Q&As + People Also Ask → FAQPage JSON-LD. 8+ Q&A pairs per page, cross-referenced with PAA data.

S2

Brand Entity Schema

Organization JSON-LD with logo, social links, contact point. Complete brand identity for AI engines.

S3

Author + Article Schema

Person + Article JSON-LD with E-E-A-T signals. Link authors to Organization entity.

S4

Product/Service Schema

Auto-detect product vs service pages → generate appropriate JSON-LD with pricing, availability, reviews.

S5

Breadcrumb Schema

BreadcrumbList JSON-LD generated from URL hierarchy. Helps AI engines understand site structure.

S6

HowTo Schema

Step-by-step HowTo JSON-LD for tutorial and guide pages. Increases chance of featured snippet citation.

S7

Review/Rating Schema

Review + AggregateRating JSON-LD. Pull from existing reviews or generate schema from testimonials.

Content Fixes

8 modules
C1

BLUF Generator UNIQUE

Bottom Line Up Front: auto-generate 200-word summary block + per-section 30-50 word openings. +67% citation probability.

C3

Entity Gap Fixer

NER analysis: find entities competitors mention that you don't. Get exact entity lists to add per page.

C4

Internal Link Fixer

Detect orphan pages, analyze anchor text, suggest entity hierarchy linking. Topic Cluster Mapper included.

C5

Comparison Content Generator

Generate HTML comparison tables, 'vs' frameworks, 'best of' lists. Structured data AI engines love.

C6

Section Rewrite + Confidence Score UNIQUE

Detect hedge phrases ('usually', 'might'). Score 1-5 per section. Suggest rewrites with specific data points.

C7

AI Hallucination Mining UNIQUE

Scan 404 logs from AI referrers. >20 hits → CREATE page, 10-20 → PLAN, 3-10 → REDIRECT 301. Turn AI errors into traffic.

C8

Fan-Out Query Analyzer UNIQUE

LLM simulates AI engine query decomposition (5-15 sub-queries). Check coverage per sub-query. ~$0.016/analysis.

C9

10 Universal GEO Scorer

Auto-check content against E-GEO paper 10 features: authoritativeness, factuality, scannability, urgency, and 6 more.

Trust Fixes

6 modules
T1

Citation Readiness Scorer

5 evidence layers: original data, sourced stats, case studies, useful FAQ, fresh content. Score 0-100.

T2

Trust Signal Auditor

Check E-E-A-T signals: public reviews → contextual testimonials → case studies with data → community proof.

T3

Author Trust Auditor

Author page audit, credentials, cross-platform consistency (LinkedIn, social, publications).

T4

Brand Consistency Checker

NAP consistency + entity messaging sheet: brand name, tagline, 50-word and 100-word descriptions.

T5

LLM Seeding Audit

Check brand presence on Wikipedia (22% training weight), LinkedIn, Crunchbase, Reddit, YouTube, Quora.

T6

Earned Media Gap Finder

Scan AI responses → find 3rd-party pages where competitors are cited but you're not. Get outreach targets.

Step 4

Assign

Fix Ticket Exporter

One-click export to Jira, Asana, Linear, Notion, Slack, CSV. Severity, effort estimate, role (dev/content/SEO).

Developer Tickets

JSON-LD code attached. Exact code diff per issue. Copy-paste ready for implementation.

Content Writer Briefs

Entity checklists, target word count, BLUF template, competitor comparison data — everything a writer needs.

Progress Tracking

Weekly progress report: X/Y issues fixed, GEO Score impact per fix batch, before/after comparison.

Step 5

Prove + Monitor

M1

GEO Score Dashboard

Track score changes over time. Before/after per fix round. Weekly/monthly trends.

M2

AI Visibility Monitor

Daily/weekly mention tracking across 6 AI engines. Auto-capture screenshots as proof.

M3

Per-Engine Citation Profile

ChatGPT (1500-3000w, Wikipedia 47.9%), Perplexity (Reddit 46.7%), Google AI (YouTube 23.3%), Claude (blogs 43.8%).

M4

Share of Model Tracker

Multi-run averaging (10x per query). Your brand vs competitors across AI responses. Alert on >10% drop.

M5

Citation Decay Alerts

Instant Slack/email when AI drops your citation. Suggest refresh actions before you lose visibility.

M6

Revenue Attribution

GA4 integration: AI-referred traffic → conversions → revenue → ROI proof for stakeholders.

M7

White-Label Dashboard

Agency tier: custom domain, logo, colors, client isolation. Auto-generated PDF reports.

M10

Schema Health Monitor

Continuous schema validation. Detect drift, missing types on new pages. Alerts on breaks.

M11

Multi-Region APAC

Same prompts, different markets: Vietnam, Singapore, Thailand, Malaysia, Indonesia. Multi-language.

M12

Access Log AI Bot Analyzer

Upload server logs → parse AI bot visits → crawl frequency patterns → anomaly detection.

M13

API + MCP Server

RESTful API + Model Context Protocol endpoint. Programmatic access for developers + AI agent integration.

M14

Personalization Impact

Test queries with different personas and locations. See how AI results change per user context.

42 modules working together

🔓
4
Access Fixes
📋
7
Schema Fixes
📝
8
Content Fixes
🛡️
6
Trust Fixes
📊
14
Monitoring
🔬
3
Analysis

Backed by research

VELRA GEO implements findings from leading academic research into actionable modules.

Princeton GEO (KDD 2024)

"GEO optimization boosts AI visibility up to 40%. Top methods: Statistics Addition, Cite Sources, Quotation Addition."

E-GEO (MIT/Columbia, Nov 2025)

"7,000+ e-commerce queries tested. Optimization-based approach outperforms 15 heuristics. Discovered 10 universal GEO features."

42 modules. Zero guesswork.

Start with a free scan — see your GEO Score in 5 minutes.