skills.rest
sammysparks000
sammysparks000COMMUNITY
Explore all skills by this author →
WebsiteGitHub

agency-ai-citation-strategist

Audits brand citation rates across ChatGPT, Claude, Gemini, and Perplexity and generates prioritized content fixes.

Updated Sep 10, 2026
Search Tags:#competitor analysis#chatgpt#geo#schema markup#aeo#ai citations#brand visibility
One-click install
npx skills add https://github.com/sammysparks000/skillshare --skill agency-ai-citation-strategist-sammysparks000
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: agency-ai-citation-strategist
Source: https://github.com/sammysparks000/skillshare/tree/main/skills/marketing-ai-citation-strategist
Command: npx skills add https://github.com/sammysparks000/skillshare --skill agency-ai-citation-strategist-sammysparks000

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Brands increasingly lose visibility because AI assistants recommend competitors instead of them, and traditional SEO tactics do not translate into AI citations. This Skill diagnoses why competitors get cited and produces concrete content fixes that improve citation likelihood. ## Core Features & Use Cases - Multi-Platform Citation Audits: Test 20-40 real buyer prompts across ChatGPT, Claude, Gemini, and Perplexity and record which brands get cited, producing a citation rate scorecard per platform. - Lost Prompt Analysis: Identify queries where the brand is absent but competitors appear, and map the content structures (FAQ pages, comparison tables, schema markup) that earn competitor citations. - Prioritized Fix Packs: Generate implementation plans ordered by expected citation impact, including FAQ schema blocks, comparison content outlines, and entity optimization steps, with a 14-day recheck to measure improvement. - Use Case: A SaaS company discovers ChatGPT recommends a rival for "best project management tool for agencies." The Skill audits 40 prompts across four platforms, finds the rival wins via comparison pages with Product schema, and delivers a fix pack with FAQ schema and a dedicated comparison page. ## Quick Start Audit my brand's citation visibility across ChatGPT, Claude, Gemini, and Perplexity against my top three competitors and give me a prioritized fix pack.

Frequently Asked Questions about agency-ai-citation-strategist

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I audit brand visibility in ChatGPT and other AI assistants?▼

Generate 20-40 prompts your target audience would ask AI assistants, then query ChatGPT, Claude, Gemini, and Perplexity with the full set. Record which brands get cited per response and compute a citation rate per platform as your baseline scorecard.

What is the difference between AEO and traditional SEO?▼

SEO ranks pages in search results, while AEO (Answer Engine Optimization) earns citations inside AI-generated answers. The signals differ: AI engines favor entity clarity, structured authority, FAQ alignment, and schema markup rather than classic ranking factors, so SEO success does not guarantee AI visibility.

How to improve AI citation rates for a brand?▼

Benchmark citation rates first, then fix content gaps ordered by expected impact: add FAQPage schema matching real prompt patterns, create comparison pages with structured data, and strengthen entity signals via Organization schema and knowledge graph presence. Recheck after 14 days to measure change.

Can AI citation results be guaranteed?▼

No. AI responses are non-deterministic, so audit results are point-in-time snapshots and no fix can guarantee a citation. The correct framing is improving citation likelihood through stronger signals, then measuring change with repeated prompt-set rechecks.

Why do citation rates differ between ChatGPT, Claude, Gemini, and Perplexity?▼

Each platform has different content preferences, knowledge cutoffs, and retrieval methods. Perplexity and Gemini use real-time search, while ChatGPT and Claude rely more on training data, so single-platform audits miss the full picture and fixes must be platform-aware.

Related Skills

Explore More Marketing & Sales Skills→
rampstackcorampstackco
523

brand-discovery

Coordinate upstream brand discovery to clarify audience, competitors, and positioning.

Official
Advanced
anavvanzinanavvanzin

agency-ai-citation-strategist

Audit brand citations across ChatGPT, Claude, Gemini, and Perplexity.

Community
Advanced
MODSetterMODSetter
16.0k

rank-tracker

Track keyword rankings and SERP feature changes across traditional search and AI responses.

Community
Intermediate
amplitudeamplitude
142

know-before-you-go-perla-lobera

Assemble role-specific pre-call briefs from Granola, Salesforce, Outreach, and web data into HTML.

Official
Advanced