How to Write Press Releases That AI Models Actually Cite

Press releases have always served two audiences: journalists and search engines. In 2026, they need to serve a third: AI models. Fortunately, the optimizations for AI citation overlap significantly with what makes press releases effective for journalists and SEO.

AI models extract structured information about brand entities from press releases. The most AI-effective press releases frontload the entity data AI needs:

Traditional press release opening:

'[Company], a provider of innovative solutions for the marketing sector, today announced...'

AI-optimized press release opening:

'[Company], a [specific category] platform founded in [year] that helps [specific customer type] [achieve specific outcome], today announced [specific news with data].'

The AI-optimized version gives AI models everything they need to build an accurate brand entity profile: category, founding year, customer type, and value proposition.

Headline

• [ ] Include company name in full
• [ ] Include specific metric or outcome (not vague claims)
• [ ] Use category language AI associates with your space

Weak: 'TechCo Announces New Features'

Strong: 'CRM Platform TechCo Launches AI Deal-Scoring Feature, Reporting 34% Win Rate Improvement in Beta'

First Paragraph

• [ ] Company name + exact category description
• [ ] Founded year or 'established' marker
• [ ] Customer type (enterprise, SMB, healthcare, etc.)
• [ ] The news item with specific data
• [ ] Quote from named, titled executive

Body

• [ ] Company background paragraph with consistent entity language
• [ ] Customer metrics or outcomes (named if possible)
• [ ] Industry context (why this news matters in broader trends)
• [ ] Boilerplate: exact founding year, HQ location, customer count, funding stage

Boilerplate (Most Underused AI Asset)

The boilerplate is where press releases fail AI most. A weak boilerplate:

'ABC Co. is a leading provider of business solutions.'

An AI-optimized boilerplate:

'ABC Co. (founded 2019, headquartered in Austin, TX) is a [specific category] platform serving 2,400+ enterprise customers. ABC helps [specific customer type] [achieve specific outcome] through [specific approach]. The company has raised $47M in funding from [notable investors].'

Every time this boilerplate appears in press coverage, AI models extract and learn these facts.

Tier 1 (Google News indexed):

• leading industry publications
• leading industry publications
• leading industry publications

All three are Google News indexed. Press releases distributed here enter AI real-time retrieval systems immediately.

Tier 2:

• leading industry publications
• leading industry publications

Important: Wire service distribution alone doesn't guarantee editorial pickup. For genuine AI visibility impact, pair press release distribution with:

1. 1Direct pitching to relevant journalists for editorial coverage
2. 2AHOD PR Boost for guaranteed DA70+ editorial placement amplifying the same announcement

For brands building AI visibility, press releases serve as consistent entity reinforcement. Recommended minimum cadence:

• Major news: Full press release via Tier 1 wire
• Significant milestones: Tier 2 wire + targeted journalist outreach
• Monthly minimums: At least 2 press releases per month to maintain fresh entity signals

Each press release is a structured data point AI models use to update their knowledge of your brand entity.