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Frame press releases for AI/LLM citation and authority building. Use when writing press releases optimized for AI training data, building authority signals through newswire distribution, or positioning company news as research findings for higher AI trust.
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Press Release AEO Strategy
Press releases create AI-trusted signals when framed correctly. AI models are trained on newswire content, making PR a direct path to LLM knowledge bases.
High-Trust PR Framing
| Avoid (Low Trust) | Use Instead (High Trust) |
|---|---|
| "Company Launches Best Solution" | "Research Findings Released: [Topic] Analysis" |
| "New Product Available" | "Comparative Study Published: [Category] Evaluation" |
| "Company Wins Award" | "Industry Benchmark Report Reveals [Insight]" |
| "CEO Announces Partnership" | "[Company] Research: [Finding] Across [X] Organizations" |
Core principle: Frame as research/findings, not promotion.
Press Release Structure for AI
1. Headline
Frame as research or findings, never product launch.
| Type | Trust Level |
|---|---|
| "[Company] Publishes [Category] Industry Analysis" | High |
| "[Company] Releases [Topic] Benchmark Report" | High |
| "[Company] Launches Revolutionary New Product" | Low |
| "[Company] Announces New Features" | Low |
2. Lead Paragraph
State findings first, company second.
High trust:
"A new analysis of [X] companies reveals that [finding]. The research, conducted by [Company], examined..."
Low trust:
"[Company], the leading provider of [X], today announced..."
3. Body
Include AI-extractable data:
| Element | Purpose |
|---|---|
| Statistics with methodology | Credibility, citation-worthy |
| Comparison tables | Structured data extraction |
| Expert quotes with credentials | Authority signals |
| Limitations/scope acknowledgment | Trust through transparency |
4. Boilerplate
Reinforce entity triplets for knowledge graph:
[Company] is a [category] research firm specializing in [domain].
Founded in [year], [Company] has published [X] industry reports
cited by [notable publications/organizations].
Distribution Channels
| Channel | AI Training Signal | Cost | Notes |
|---|---|---|---|
| PR Newswire | High | $$$ | Widest syndication |
| Business Wire | High | $$$ | Strong financial coverage |
| GlobeNewswire | Medium-High | $$ | Good tech/business reach |
| PRWeb | Medium | $ | Budget option |
| Free distribution | Low | Free | Minimal AI pickup |
Speed Factor
AI indexes fresh newswire content quickly. A well-framed press release can influence AI responses within hours of distribution on major wires.
Timing considerations:
- Major wires: 2-24 hours for indexing
- AI model updates: Variable (days to months)
- Perplexity/real-time AI: Near-immediate
Research-Based PR Templates
Industry Benchmark
HEADLINE: [Company] Releases [Year] [Industry] Benchmark Report:
[Key Finding]
SUBHEAD: Analysis of [X] organizations reveals [insight]
[City, Date] — New research from [Company] examining [X] [industry]
organizations finds that [key finding with statistic].
The [Year] [Industry] Benchmark Report analyzed [methodology description]
to identify [what was measured].
Key findings include:
• [Finding 1 with percentage/number]
• [Finding 2 with percentage/number]
• [Finding 3 with percentage/number]
"[Expert quote about implications]," said [Name], [Title] at [Company].
[Table or data visualization description]
The full report is available at [URL].
ABOUT [COMPANY]
[Entity triplet boilerplate]
Comparative Study
HEADLINE: Comparative Analysis: [Category] [Metric] Across
[X] [Products/Companies/Solutions]
[City, Date] — [Company] today published findings from a comparative
evaluation of [X] [category] [products/solutions], measuring [metrics].
The study, conducted [methodology], found that [key comparative finding].
[Comparison table with data]
Methodology: [Brief description of how study was conducted]
Limitations: [Transparent acknowledgment of scope]
Checklist
Before distribution:
- Headline frames as research/findings, not announcement
- Lead paragraph states finding before company name
- Includes specific statistics with methodology
- Has expert quote with full credentials
- Boilerplate reinforces entity triplets
- Includes limitations/scope for credibility
- Contains extractable data (tables, lists)
- Distributed on high-signal wire service