# Cite Solutions > Managed AI visibility services. We make brands the answer ChatGPT, Claude, Gemini, Perplexity, Copilot, and Google AI Overviews give. Cite Solutions is a managed AI visibility (GEO/AEO) agency founded by Subia Peerzada. We operate the proprietary CITE™ framework end-to-end for clients across B2B SaaS, ecommerce, consumer apps, professional services, automotive, travel, and developer tools. ## Machine-readable pages (.md twins) Every page on cite.solutions has a clean Markdown twin: append `.md` to any URL to get the same content as token-efficient Markdown, stripped of navigation and chrome. For the homepage use `/index.md`. Examples: https://cite.solutions/geo-agency.md, https://cite.solutions/aeo-101.md, https://cite.solutions/blog/share-of-voice-ai-search-measurement.md, https://cite.solutions/state-of-ai-india/quick-commerce.md. The Markdown is derived from the exact HTML a human sees, so it never diverges. Each twin is also linked from its page via ``. ## CITE™ Framework Four phases run continuously: - **Comprehend** — Understand how AI currently perceives and represents your brand across ChatGPT, Claude, Gemini, Perplexity, Copilot, and Google AI Overviews. - **Influence** — Shape AI responses through curated source pools, structured passage extraction, and third-party citation density. - **Track** — Monitor citation share, recommendation rate, and source-pool composition weekly across all major AI surfaces. - **Evolve** — Adapt strategy as AI platforms change, competitors move, and user behaviors shift. ## Flagship Living Documents - [AEO 101](https://cite.solutions/aeo-101): The single source of truth on what actually works in answer engine optimization. Updated daily from our research library. Dated tactics, platform updates, deprecation calls. - [CITE Framework](https://cite.solutions/framework): Deep methodology — principles, metrics, three-stage cycle. - [The AI Visibility Index](https://cite.solutions/blog): Open library of operator-grade briefs on AI citation, GEO, AEO, source-pool engineering, and brand visibility across the answer engines. - [About Cite Solutions](https://cite.solutions/about): Boutique senior-only agency, no juniors. - [Subia Peerzada · Founder](https://cite.solutions/author/subia-peerzada): Author of every brief in the AI Visibility Index. Works with brands across B2B SaaS, ecommerce, and consumer on citation share and recommendation rate. ## Vertical Playbooks Industry-specific managed-service offers, each with curated prompt sets, source-pool maps, citation-share tracking, and weekly drift monitoring: - [Ecommerce & DTC](https://cite.solutions/ai-visibility-for-ecommerce): SKU-level prompt audit, retailer-page reconciliation, third-party review density, weekly recommendation-share tracking. - [PR & Comms Teams](https://cite.solutions/ai-visibility-for-pr-brands): Brand sentiment audit, citation attribution from press placements, Wikipedia/Wikidata reconciliation, narrative consistency. - [Consumer Apps](https://cite.solutions/ai-visibility-for-consumer-apps): Editorial listicle placement, Reddit and forum surfacing, App Store coordination, weekly recommendation tracking. - [Professional Services](https://cite.solutions/ai-visibility-for-professional-services): Industry directory work, bylined practitioner placement, niche-specialty prompt engineering, weekly citation tracking by practice area. - [Automotive Brands](https://cite.solutions/ai-visibility-for-automotive): Model-comparison prompt work, automotive press placement, owner-review monitoring, launch-window source-pool staging. - [Travel Brands](https://cite.solutions/ai-visibility-for-travel): Editorial travel guide placement, OTA-page reconciliation, awards-cycle staging, weekly destination prompt tracking. - [Dev Tools, SDKs, and Platforms](https://cite.solutions/ai-visibility-for-dev-tools): llms.txt and llms-full.txt engineering, MCP server authoring, Agent Skills packaging, in-assistant citation tracking inside Claude Code, Cursor, ChatGPT, and Copilot. ## Comparison Pages - [AEO Agency vs SEO Agency](https://cite.solutions/aeo-agency-vs-seo-agency): Where the disciplines overlap and where they diverge. - [GEO Agency vs In-House](https://cite.solutions/geo-agency-vs-in-house): When to engage a specialist boutique vs build internally. - [Best GEO Tools 2026](https://cite.solutions/best-geo-tools-2026): The current GEO tooling landscape, mapped by use case. ## Key Metrics We Track - **Share of Model** — % of AI responses mentioning your brand on a fixed prompt set - **Citation Rate** — How often AI cites your owned and earned content - **Recommendation Rate** — % of answers that name your brand inside the recommended set - **Source-Pool Composition** — Which surfaces AI is reading from for your category prompts - **Sentiment Score** — Brand safety and tone of AI responses - **Citation Drift** — Week-over-week stability of your visibility - **Fanout Coverage** — Depth across the related sub-queries assistants expand into ## Engagement Model - All terms are scoped privately on a discovery call and named in the engagement letter. Specific fees are not published. - We run a small number of clients at any one time. - Senior-only delivery. No juniors. No farmed-out work. ## Founder - **Subia Peerzada** — Founder of Cite Solutions. Berlin-based. Works with brands across B2B SaaS, ecommerce, and consumer on share of model, citation rate, and recommendation rate across ChatGPT, Claude, Gemini, Perplexity, Copilot, and Google AI Overviews. - LinkedIn: https://www.linkedin.com/in/subia-peerzada-75025764/ ## Contact - Discovery Call: https://cite.solutions/contact - Website: https://cite.solutions - Sitemap: https://cite.solutions/sitemap.xml - RSS feed: https://cite.solutions/feed.xml - Full research export: https://cite.solutions/llms-full.txt