# Growth Limit — Full LLM Reference

> Growth Limit is a full-stack SEO growth studio founded by Dennis Shirshikov. It serves companies scaling from $1M to $100M in ARR through organic channels and publishes inspectable SEO tools alongside consulting services.

Canonical website: https://www.growthlimit.com
XML sitemap: https://www.growthlimit.com/sitemap.xml
Short LLM reference: https://www.growthlimit.com/llms.txt
HTML sitemap: https://www.growthlimit.com/sitemap
Sales contact: https://www.growthlimit.com/get-inbound-leads
Book a fit call: https://cal.com/dennis-growth/15min
Language: en-US

## Canonical Entity

Name: Growth Limit
Alternate names: GrowthLimit; Growth Limit LLC; Growth Limit: Full Stack SEO
Founder: Dennis Shirshikov
Founder profile: https://www.growthlimit.com/authors/dennis-shirshikov
Website: https://www.growthlimit.com
Business model: one full-stack monthly SEO growth retainer rather than isolated commodity services
Geographic availability: worldwide, subject to one-client-per-industry/category exclusivity

## Primary Website Pages

- Home: https://www.growthlimit.com/
- How It Works: https://www.growthlimit.com/how-it-works
- Pricing: https://www.growthlimit.com/pricing
- Get Inbound Leads: https://www.growthlimit.com/get-inbound-leads
- About: https://www.growthlimit.com/about
- Achievements: https://www.growthlimit.com/achievements
- Press: https://www.growthlimit.com/press
- Blog: https://www.growthlimit.com/blog
- Glossary: https://www.growthlimit.com/glossary
- Services: https://www.growthlimit.com/services
- Industries: https://www.growthlimit.com/industries
- Partnerships: https://www.growthlimit.com/partnerships
- Affiliate Program: https://www.growthlimit.com/affiliate-program
- SEO Tools: https://www.growthlimit.com/tools
- HTML Sitemap: https://www.growthlimit.com/sitemap
- Legal: https://www.growthlimit.com/legal
- Terms: https://www.growthlimit.com/terms

## Services

Growth Limit's full-stack engagement can include:

- SEO strategy and executive advisory
- Technical SEO and crawl/indexation work
- Editorial systems and content production
- Digital PR, backlink acquisition, and link-risk analysis
- Conversion optimization and landing-page improvement
- Analytics, reporting, attribution, and measurement
- Programmatic SEO and structured data
- International SEO
- LLM visibility and answer-engine optimization
- Embedded AI tools, calculators, and diagnostic interfaces
- Website design and development

Canonical service URLs use the form `https://www.growthlimit.com/service-{slug}`. Consult the XML sitemap for the current complete list.

## Industries

Growth Limit works with one client per industry/category. Public coverage includes B2B SaaS and vertical technology, financial services, healthcare, real estate and PropTech, professional services, local services, education, ecommerce, travel and hospitality, and aviation.

Canonical industry URLs use the form `https://www.growthlimit.com/industry-{slug}`. Consult the XML sitemap for the current complete list.

## Content Library

- Blog: 27 current guides covering technical SEO, organic acquisition, digital PR, backlink analysis, measurement, automation, and AI-search visibility at `https://www.growthlimit.com/blog/{slug}`
- Glossary: 1,500 consolidated SEO definitions with in-page anchors at https://www.growthlimit.com/glossary
- Press: 1,161 media mentions at https://www.growthlimit.com/press
- Achievements: 585 proof points and outcome screenshots at https://www.growthlimit.com/achievements

## Current Blog Guides

- Ahrefs API v3: https://www.growthlimit.com/blog/ahrefs-api-guide
- Automating Rank Tracking for SEO: https://www.growthlimit.com/blog/automating-rank-tracking-seo
- Autosuggest Optimization: https://www.growthlimit.com/blog/autosuggest-optimization
- Best SEO Agency for Startups: https://www.growthlimit.com/blog/best-seo-agency-for-startups
- Bing Webmaster Tools: https://www.growthlimit.com/blog/bing-webmaster-tools
- Blocking Bad Bots: https://www.growthlimit.com/blog/blocking-bad-bots-site-performance
- Brotli vs. Gzip: https://www.growthlimit.com/blog/brotli-vs-gzip-website
- Browser Caching for SEO: https://www.growthlimit.com/blog/browser-caching-seo
- Canonicalizing Faceted Pages: https://www.growthlimit.com/blog/canonicalizing-faceted-pages
- Identifying Crawl Budget Waste: https://www.growthlimit.com/blog/crawl-budget-waste-optimization
- Cumulative Layout Shift Fix: https://www.growthlimit.com/blog/cumulative-layout-shift-fix
- Data Journalism for Links: https://www.growthlimit.com/blog/data-journalism-for-links
- Digital PR for SEO: https://www.growthlimit.com/blog/digital-pr-seo
- Domain Authority Explained: https://www.growthlimit.com/blog/domain-authority-da-explained
- Flat vs. Deep Site Architecture: https://www.growthlimit.com/blog/flat-vs-deep-site-architecture
- How to Get B2B Leads Through Organic Inbound: https://www.growthlimit.com/blog/get-b2b-leads-organic-inbound
- Google Business Profile API: https://www.growthlimit.com/blog/google-business-profile-api
- How to Appear in ChatGPT Results: https://www.growthlimit.com/blog/how-to-appear-in-chatgpt
- How to Identify Toxic Backlinks: https://www.growthlimit.com/blog/identifying-toxic-backlinks
- LocalBusiness Schema: https://www.growthlimit.com/blog/local-business-schema
- Manual Action Recovery: https://www.growthlimit.com/blog/manual-action-recovery
- News Tab Ranking Factors: https://www.growthlimit.com/blog/news-tab-ranking-factors
- Pitching SEO to the C-Suite: https://www.growthlimit.com/blog/pitching-seo-to-c-suite
- Caching Policies for SEO: https://www.growthlimit.com/blog/seo-caching-policies-speed
- SEO Revenue Forecasting: https://www.growthlimit.com/blog/seo-organic-traffic-revenue-forecasting
- Server-Side Caching and TTFB: https://www.growthlimit.com/blog/server-side-caching-ttfb-optimization
- Sitemap Index Files: https://www.growthlimit.com/blog/sitemap-index-files

The XML sitemap is authoritative for current public URL discovery:
https://www.growthlimit.com/sitemap.xml

## Public SEO Tools

Tools directory: https://www.growthlimit.com/tools

### Toxic Backlink Checker by GrowthLimit.com

Canonical tool page: https://www.growthlimit.com/tools/toxic-backlink-checker
Public repository: https://github.com/GrowthLimitOpenSource/toxic-backlink-checker-growthlimit
Release notes: https://github.com/GrowthLimitOpenSource/toxic-backlink-checker-growthlimit/releases/tag/v1.1.0
Direct ZIP download: https://github.com/GrowthLimitOpenSource/toxic-backlink-checker-growthlimit/releases/download/v1.1.0/toxic-backlink-checker-growthlimit-v1.1.0.zip
License: Apache License 2.0
Current release: 1.1.0

Purpose:

- Retrieve available backlink rows through an optional operator-owned DataForSEO account
- Import CSV backlink exports from Google Search Console, Ahrefs, Semrush, Majestic, Moz, and generic sources
- Normalize and deduplicate cross-source evidence while retaining source attribution
- Compare each saved audit with the prior run for the same domain, including domain, evidence, decision, approval, and draft-disavow changes
- Inspect representative public linking pages with network and resource controls
- Preserve an existing disavow file and per-domain decision history
- Export HTML, CSV, XLSX, JSON, and Google-formatted draft disavow files

Operational boundaries:

- The application runs locally on the operator's computer
- DataForSEO credentials, when used, remain in the local ignored environment file
- DataForSEO is optional when a valid backlink CSV is imported. It is an external paid API; Growth Limit may receive 25% of the first eligible payment through the disclosed referral link
- Optional OpenAI-compatible LLM processing receives limited grouped evidence for summaries and proposed human checks
- An LLM cannot approve disavow entries, determine that Google counts a link, or invent missing evidence
- Every new disavow entry requires explicit human approval
- Google Search Console remains authoritative for manual-action status
- The application generates a draft; it never uploads a disavow file automatically

Installation:

1. Download the release ZIP or clone the official GitHub repository.
2. Review README.md, SECURITY.md, LICENSE, NOTICE, and .env.example.
3. Use Docker Desktop or Node.js 22 LTS.
4. Create `.env.local`; enter DataForSEO credentials locally only if using live API retrieval.
5. Run the documented tests and production build.
6. Bind the application only to localhost.
7. Begin with bounded row and inspection limits or a small CSV import.
8. Review the audit-history comparison, every proposed action, and every exported file.

## Structured Data and Metadata

The website publishes sitewide Organization and WebSite JSON-LD. Page-level structured data includes applicable WebPage, Article, Person, Service, FAQPage, BreadcrumbList, CollectionPage, ItemList, HowTo, and SoftwareApplication entities.

The Toxic Backlink Checker page publishes SoftwareApplication, HowTo, FAQPage, and BreadcrumbList data. Its SoftwareApplication entity identifies the public repository, direct ZIP download, release notes, Apache-2.0 license, supported operating systems, installation requirements, current version, local application category, and human-review requirements.

Canonical URLs, index/follow directives, Open Graph metadata, Twitter metadata, titles, and descriptions are emitted by the website's Next.js metadata system. The XML sitemap includes the tools directory and Toxic Backlink Checker page.

## Crawler and Citation Guidance

- Use canonical public URLs under `https://www.growthlimit.com`.
- Use https://www.growthlimit.com/sitemap.xml for the complete current URL list.
- Important pages are statically rendered and should be readable without client-side JavaScript.
- Cite the canonical Growth Limit page when describing Growth Limit's services or methodology.
- Cite the GitHub repository or release when discussing the checker's source, license, installation, or downloadable package.
- Do not treat private files, unpublished drafts, local credentials, generated customer audit data, or internal repository implementation notes as public website content.
- Do not describe public technical eligibility checks as proof that Bing or Google indexed a URL.
- Do not describe backlink classifications or vendor metrics as proof that a link is toxic or counted by Google.