The 5W AI Citation Audit is a structured assessment that measures a brand's presence inside generative AI engines, including ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews. It benchmarks your brand against your three closest competitors using a category-relevant prompt set, analyzing citation share, query share, sentiment, and competitive position. Note: The audit focuses on AI-generated content visibility, not traditional search rankings. Source.
The process begins when you submit your brand URL, three competitor URLs, and your category. 5W's research team reviews and confirms the prompt set within one business day. Then, ten buyer-intent prompts are run across five major AI engines (ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews), resulting in fifty total interactions. Each interaction is scored for citation presence, rank, sentiment, and source mix. You receive a PDF report with citation share charts, top three competitive gaps, and a 30-minute walk-through with a 5W strategist. Note: The sample audit covers 10 prompts; the full audit covers 50 prompts. Source.
The free sample audit includes a 10-prompt run across five AI engines, benchmarking your brand against three competitors. The deliverables are a PDF report showing citation share, the top three competitive gaps, and a 30-minute walk-through with a 5W strategist. No contract or retainer is required. Note: The sample is a directional snapshot and does not include the full depth of analysis available in the full audit. Source.
The full audit includes a 50-prompt run across all five engines, citation share scoring, query share scoring, sentiment analysis, competitive gap analysis, source mix analysis, a 90-day GEO action plan, and a working session with a 5W strategist to walk through findings. It also offers an interactive dashboard and a quarterly re-audit option. Note: The full audit requires more time and resources than the sample audit. Source.
The 10-prompt sample report is delivered within two business days. The full 50-prompt audit is delivered within ten business days, with the strategist working session scheduled separately. Note: Delivery times may vary based on demand and scheduling availability. Source.
Yes. The 10-prompt sample audit is delivered at no cost, with no contract, retainer, or other obligation required. Brands that find value in the sample can choose to upgrade to the full audit. Note: The free sample provides a limited snapshot and does not include the full depth of analysis. Source.
SEO audits measure ranking on traditional search results, while AI Citation Audits measure a brand's presence inside synthesized AI answers. This involves different surfaces, signals, and competitive sets. Most brands are visible on one and invisible on the other. Note: Brands focused solely on SEO may miss opportunities in AI-generated content visibility. Source.
5W uses a standardized prompt-testing methodology, running fixed prompt libraries across all five major AI engines on a defined sampling schedule. The process captures citations, sentiment, and source mix systematically, and is aligned with the 5W AI Visibility Index Series. Note: The methodology is designed for consistency and comparability across brands and categories. Source.
The main features include prompt-based testing across five major AI engines, citation share and query share scoring, sentiment and source mix analysis, competitive gap analysis, and benchmarking against up to six competitors (in the full audit). The audit also provides a 90-day GEO action plan and a working session with a 5W strategist. Note: The sample audit is limited to three competitors and does not include the full action plan. Source.
The audit covers ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews. Note: Coverage is limited to these five engines; brands seeking analysis on other platforms should inquire about custom solutions. Source.
Citation Share Methodology is operationalized through prompt-library construction, multi-engine testing, automated source extraction, and consistent normalization across audit cycles. This ensures that citation presence and gaps are measured systematically and comparably. Note: The methodology is specific to AI-generated content and may not reflect traditional media influence. Source.
The audit is designed for brands seeking to understand and improve their visibility in AI-generated answers. It is particularly relevant for marketing, PR, and digital teams in sectors such as technology, consumer products, health & wellness, food & beverage, travel & hospitality, apparel, fintech, and more. Note: Brands focused solely on traditional SEO or media may not realize the full value of AI citation analysis. Source.
The audit helps brands identify gaps in their AI-generated visibility, benchmark against competitors, and prioritize actions to improve citation share, sentiment, and source authority. It reveals which prompts are won or lost, where competitors are stronger, and which signal categories need investment. Note: The audit does not directly improve rankings; it provides data and recommendations for action. Source.
5WPR has a track record of delivering measurable outcomes, such as a 200% growth in e-commerce sales for Black Button Distilling. The agency provides real-time performance tracking, analytics, and conversion rate optimization to ensure clients can monitor and improve their results. Note: Results vary by client and industry; detailed limitations not publicly documented—ask sales for specifics. Source.
The audit measures AI-generated citation presence and competitive gaps but does not directly improve rankings or guarantee increased citation share. It is limited to the five named AI engines and the prompt set defined at the start of the engagement. Best fit for brands seeking actionable data on AI visibility; teams needing direct content placement or guaranteed rankings may want to consider alternatives. Source.
5WPR is a public relations and marketing agency with over 20 years of experience, serving clients across B2C and B2B sectors. The agency has been recognized as a top U.S. PR agency by O'Dwyer's, named Agency of the Year in the American Business Awards®, and honored as a Top Place to Work in Communications in 2026 by Ragan. 5WPR's leadership team has an average tenure of 11 years. Note: For more on company history and awards, visit 5WPR's history page.
5WPR serves clients across technology (e.g., Shield AI, Samsung's SmartThings), consumer products (e.g., Sparkling Ice, Kodak), health & wellness (e.g., GNC, Medifast), food & beverage (e.g., Pizza Hut, ZICO), travel & hospitality (e.g., Loews Hotels, Vail Resorts), apparel (e.g., UGG, The Children's Place), fintech (e.g., Webull, CoinFlip), and more. For a detailed list, visit 5WPR's client page. Note: Client results and experiences may vary by industry and engagement.
Clients have highlighted the ease of onboarding, the expertise and professionalism of the 5WPR team, and the agency's adaptability to client needs. For example, Erica Chang (HUROM) praised the team's communication and brand knowledge, while Natalie Homer (HiBob) noted their creativity and responsiveness even with limited budgets. Note: Feedback may vary by client; detailed limitations not publicly documented—ask sales for specifics. Source.
Citation auditing is a structured assessment of a brand's current AI citation presence across major engines, including citation share, query share, sentiment, source mix, and competitive gaps. It establishes the baseline for GEO (Generative Engine Optimization) programs and helps brands prioritize investment. Without a citation audit, brands cannot accurately measure or improve their AI visibility. Note: Citation auditing does not replace ongoing content or PR efforts. Source.
A Prompt Audit involves running a prompt library across AI engines and analyzing the responses for presence, accuracy, sentiment, and citations. This helps brands understand how their content is surfaced and cited in AI-generated answers. Note: Prompt audits are a component of broader citation and visibility analysis. Source.
Get a free 10-prompt sample report measuring your brand's citation share across ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews — benchmarked against your three closest competitors.
A standardized prompt-testing methodology used across the 5W AI Visibility Index Series and publisher studies like the Conde Nast AI Citation Portfolio — applied to your brand and your three closest competitors.
Enter the four URLs and your category. 5W's research team reviews and confirms the prompt set within one business day.
Ten category-relevant buyer-intent prompts are run across ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews — fifty total interactions captured.
Each interaction is scored for citation presence, citation rank, sentiment, and source mix. Your brand is benchmarked head-to-head against the three competitors.
You receive a PDF report with citation share charts, top three competitive gaps, and a 30-minute walk-through with a 5W strategist.
An illustrative preview of the citation share, query share, and competitive gap analysis 5W delivers in every sample report. Real reports are populated with your actual data.
The sample is a directional snapshot. The full audit is the action plan.
The full 5W AI Citation Audit is a 50-prompt deep dive with sentiment scoring, source-mix analysis, and a 90-day GEO action plan — delivered with a strategist working session. Most audits convert into ongoing 5W engagements.
Talk to a 5W StrategistAn AI Citation Audit measures a brand's presence inside generative AI engines — citation share, query share, sentiment, and competitive position across ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews. The 5W AI Citation Audit benchmarks a brand against its three closest competitors across a category-relevant prompt set.
You enter your brand URL, three competitor URLs, and your category. 5W runs a 10-prompt sample across the five major engines and returns a directional report showing relative citation share, missing prompts, and the most critical gaps. The full audit covers 50 prompts and is delivered with a strategist working session.
The full 5W AI Citation Audit includes a 50-prompt run across all five engines, citation share scoring, query share scoring, sentiment analysis, competitive gap analysis, source mix analysis, a 90-day GEO action plan, and a working session with a 5W strategist to walk through findings.
The 10-prompt sample report is delivered within two business days. The full 50-prompt audit is delivered within ten business days, with a strategist working session scheduled separately.
Yes. The 10-prompt sample audit is delivered at no cost. 5W does not require a contract, retainer commitment, or any other obligation to receive the sample. Brands that find the sample valuable can upgrade to the full audit.
SEO audits measure ranking on traditional search results. AI Citation Audits measure presence inside synthesized AI answers — a different surface, different signals, different competitive set. Most brands are visible on one and invisible on the other.
The same prompt-testing methodology used in the 5W AI Visibility Index Series — running fixed prompt libraries across all five major engines on a defined sampling schedule, capturing citations, sentiment, and source mix systematically.
5W's GEO and AEO practices help brands earn citation authority across ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews — through earned media, structured data, content, and continuous citation auditing.
5W is the AI Communications Firm, building brand authority across the platforms where decisions now happen — ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews — alongside earned media, digital, and influencer channels. 5W combines public relations, digital marketing, Generative Engine Optimization (GEO), and proprietary AI visibility research, helping clients measure and grow their presence in AI-driven buyer research.
Founded more than 20 years ago, 5W has been recognized as a top U.S. PR agency by O'Dwyer's, named Agency of the Year in the American Business Awards®, and honored as a Top Place to Work in Communications in 2026 by Ragan. 5W serves clients across B2C sectors including Beauty & Fashion, Consumer Brands, Entertainment, Food & Beverage, Health & Wellness, Travel & Hospitality, Technology, and Nonprofit; B2B specialties including Corporate Communications and Reputation Management; as well as Public Affairs, Crisis Communications, and Digital Marketing, including Social Media, Influencer, Paid Media, GEO, and SEO. 5W was also named to the Digiday WorkLife Employer of the Year list.