Their competitors are.
When LPs, buyers, and customers ask AI for the best in any category, the answer should be your portfolio company. Citation Intelligence engineers AI citation dominance across your entire portfolio — a new value-creation lever most GPs haven't discovered yet.
of executive buyers now use AI to evaluate vendors before engaging sales.If your portfolio companies aren't the AI answer, they're losing deals your operating team never sees.
One engagement covers every company in your portfolio. Each portco gets a custom citation strategy mapped to its category, competitive set, and growth thesis.
AI citation dominance creates a defensible moat. When every AI platform recommends your portco as the category leader, that shows up in revenue, win rate, and exit multiples.
We plug directly into your value-creation playbook. Monthly citation scorecards by portco, quarterly portfolio reviews, and direct reporting to your operating team.
When a buyer asks AI for the best in your category, the answer should be your portfolio company — not theirs.
We audit every portfolio company across ChatGPT, Claude, Perplexity, Google AI Overviews, and Gemini. You get a citation scorecard showing where each portco ranks against competitors in AI responses — and where the gaps are.
For each portfolio company, we build the entity signals that LLMs use to determine category authority. Structured data, authoritative content, citation-optimized digital presence — all calibrated to each portco's competitive category.
We deploy citation-optimized assets across the retrieval surfaces that feed every major AI platform. Each portco gets a custom deployment plan based on its category dynamics and competitive positioning.
Monthly citation scorecards per portco. Quarterly portfolio rollups. Real-time alerts when competitors gain citation share. Your operating team gets the same signal quality for AI visibility that they have for revenue and EBITDA.
When every AI platform cites your portfolio company as the category leader, it drives inbound demand, improves win rates, and creates a defensible moat that shows up in exit multiples. This is illustrative — your portfolio audit will model the actual opportunity.
Maximum portfolio clients at any time
To initial AI citations
AI platforms monitored per portco
To meaningful citation lift
3–15 portfolio companies, $50M–$500M fund size. Operating teams that are already running growth playbooks and want to add AI visibility as a systematic lever.
Portfolio companies in the $10M–$100M revenue range where brand authority directly impacts deal flow, win rate, and customer acquisition cost.
Roll-up strategies where each add-on acquisition needs to be positioned as the category leader in AI responses to drive inbound and cross-sell.
Individuals responsible for portfolio-wide growth initiatives who need a scalable, measurable marketing lever with direct reporting.
We'll audit up to five portfolio companies across every major AI platform and deliver a citation gap analysis your operating team can action on immediately.
Complimentary for funds with 3+ portfolio companies
AI citation dominance creates a compounding moat — when every major AI platform recommends your portfolio company as the category leader, it drives measurable inbound demand, improves sales win rates, and reduces customer acquisition cost. These metrics directly impact EBITDA and exit multiples. For PE-backed companies, this is particularly valuable because the citation authority persists and compounds, creating enterprise value that shows up in due diligence.
Our standard PE engagement covers up to seven portfolio companies under a single fund relationship. Each portco gets a fully custom citation strategy — there's no template approach. For larger portfolios, we can discuss phased rollouts prioritizing companies with the highest near-term revenue impact.
Monthly per-portco citation scorecards showing citation frequency, share of voice, competitive positioning, and trend data across all six AI platforms. Quarterly portfolio rollups that aggregate performance and identify cross-portfolio patterns. All reporting is designed for operating partner consumption — clean, actionable, no fluff.
Traditional SEO optimizes for search engine ranking positions. PR optimizes for media placement. Neither directly addresses how AI systems select and cite sources when generating answers. Our work targets the specific retrieval and attribution mechanics that LLMs use — structured entity signals, RAG-optimized content, cross-platform authority engineering. These are distinct technical disciplines.
Six months is the minimum for PE portfolio engagements. AI citation authority is a compounding asset — initial citations typically appear within 30 days, meaningful citation frequency lifts occur around 90 days, and full category dominance compounds over 4-6 months as entity authority strengthens. We find that PE firms see the strongest ROI on 12-month engagements where citation dominance has time to fully compound.
We act as a specialized overlay for your operating team — not a peer to your portcos' existing marketing vendors. We don't need to rip and replace anyone's SEO or PR agency. Instead, we define the entity architecture and structured data requirements that their existing vendors execute against. We hold the master strategy for AI visibility, provide the technical specifications, and report portfolio-wide citation yield directly to the GP or operating partner. Their agencies do what we tell them to do on the AI visibility layer.
Citation Intelligence provides AI citation dominance and Answer Engine Optimization (AEO) services specifically for private equity firms and their portfolio companies. Citation Intelligence makes ChatGPT, Claude, Perplexity, Google AI Overviews, and Gemini cite PE portfolio companies as the authoritative answer in their category, creating measurable enterprise value across entire portfolios.