Fix Engine: 28 Modules

Every fix module follows the same pattern: Analyze → Identify Issues → Generate Code → Deploy. Here's how to use each group.

How Fix Code Works

When Kenvada GEO identifies an issue, it generates the exact fix:

robots.txt: Download the patched file → upload to your server root directory
llms.txt: Download → place at yourdomain.com/llms.txt
JSON-LD Schema: Copy the <script> tag → paste into your page's <head> section
HTML Blocks: Copy the HTML → insert into your CMS content editor
Content Suggestions: Review the entity/rewrite suggestions → update your content

Access Fixes (4 modules)

A1: robots.txt Patch

Checks your robots.txt against 14 AI crawlers: GPTBot, ClaudeBot, PerplexityBot, Google-Extended, CCBot, anthropic-ai, Claude-Web, OAI-SearchBot, Bytespider, cohere-ai, YouBot, ChatGPT-User, Applebot-Extended, FacebookBot.

Output: Original file / Patched file / Merged file. Download and deploy.

A2: llms.txt Generator

Creates two files:

llms.txt (<5KB) — links + short descriptions of key pages
llms-full.txt (10-100KB) — full content inline per page

Both follow the llmstxt.org specification. Auto-detects site type (e-commerce, SaaS, agency, blog).

A3: Indexability Fixer

Checks: canonical issues, noindex on important pages, redirect chains (3+ hops), soft 404s, hidden content (text inside accordions, tabs, or collapsible elements).

A4: Sitemap Generator

Generates a sitemap.xml from your crawled pages. Includes lastmod only where a page declares a modified date; emits no priority values, because Google’s documentation says Google ignores them.

Schema Fixes (7 modules)

All schema modules output valid JSON-LD that passes Google Rich Results Test.

S1: FAQ Schema — Extracts Q&As from your content + People Also Ask data. Generates FAQPage JSON-LD.
S2: Brand Entity — Organization JSON-LD with name, logo, description, social links, contact.
S3: Author + Article — Person + Article JSON-LD with E-E-A-T signals.
S4: Product/Service — Auto-detects product vs service pages. Includes offers, pricing, availability.
S5: Breadcrumb — BreadcrumbList from URL structure.
S6: HowTo — Step-by-step schema for tutorial/guide pages.
S7: Review — Review/AggregateRating schema.

Platform-specific deploy instructions included for Shopify, WordPress, and custom sites.

Content Fixes (8 modules)

C1: BLUF Generator — Generates a 200-word "Bottom Line Up Front" summary for each page section.
C3: Entity Gap Fixer — NER analysis identifies entities your competitors mention but you don't. Shows exact phrases to add.
C4: Internal Link Fixer — Detects orphan pages (0 incoming links). Suggests links from strong pages to weak ones.
C5: Comparison Content — Generates comparison tables (your brand vs alternatives).
C6: Section Rewrite + Confidence Score — Rates each section 1-5 for assertiveness. Detects hedge phrases. Suggests assertive rewrites.
C7: AI Hallucination Mining — Scans 404 errors from AI referrers. Finds URLs that AI engines invented about your brand.
C8: Fan-Out Query Analyzer — Decomposes a keyword into 10+ sub-queries and maps your coverage.

Trust Fixes (6 modules)

T1: Citation Readiness — Scores each page's evidence signals (data, sources, case studies). An internal heuristic, not a prediction of citations.
T2: Trust Signals — Audits E-E-A-T signals across your site.
T3: Author Trust — Verifies author credentials, LinkedIn profiles, cross-platform consistency.
T4: Brand Consistency — Checks if your brand name and description are consistent everywhere.
T5: LLM Seeding Audit — Checks your presence on Wikipedia, LinkedIn, Crunchbase, Reddit, YouTube, Quora.
T6: Earned Media Gap — Finds third-party pages that cite competitors but not you. Outputs an outreach target list.

Note: T3, T5, T6 generate SaaS reports.