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BLUF
Templates

20 fill-in-the-blank BLUF templates — one for every major content type. Copy the format, fill in your details, and write the page openings that AI engines actually quote. No tool required.

The concept

Bottom Line Up Front:
the format AI engines prefer.

BLUF — Bottom Line Up Front — is a communication principle from military and intelligence writing. The most important information goes first. Supporting context follows. Background and caveats come last.

It maps almost exactly onto how LLMs extract content for citations. When ChatGPT or Perplexity evaluates a passage as a potential answer source, it weights the first 50–80 words 4–8× more heavily than the rest of the page. A page that answers the question immediately gets cited. A page that spends three paragraphs building context before delivering the answer gets skipped.

This doesn't mean cutting depth from your pages. It means leading with the answer, then adding the depth. The same information, in a different order. Use the BLUF Builder to generate three angled versions of any page's opening automatically.

✗ Buried answer — low citation rate

"At our company, we've been passionate about helping businesses grow since 2018. Our team of dedicated professionals works tirelessly to deliver... [3 paragraphs later] ...which ultimately helps you manage invoices faster."

✓ BLUF opening — high citation rate

"We help small teams manage invoices in under 5 minutes with automatic payment reminders — so you stop chasing late payments manually. Founded in 2018, our platform integrates with..."

Template library

6 templates for the most common
content types.

Each template below includes the format, a filled-in example, and the AI query types it performs best for. Copy the format, replace the bracketed placeholders with your own details, and use the output as your page's first paragraph.

Product / SaaS Tool
Commercial
What is X?X tool for [use case]Best [category] tools
Format

[Product name] is a [category] that helps [target user] [primary outcome] by [key mechanism], without [main frustration].

Example

"Notion Cue is an AEO platform that helps SEO professionals track and improve their brand's visibility in ChatGPT, Perplexity and Gemini, without needing to manually test AI queries."

How-To Article
Informational
How to [task]Steps to [outcome]Tutorial for [topic]
Format

To [achieve outcome], [do action 1], [do action 2], and [do action 3]. This process takes [time] and works for [who].

Example

"To improve your AI visibility score, add FAQPage schema markup, create an llms.txt file, and rewrite your page openings in BLUF format. This process takes 2–4 hours per page and works for any website that allows AI crawler access."

Comparison / VS Page
Commercial
[A] vs [B]Difference between A and BWhich is better: A or B?
Format

[Tool A] vs [Tool B]: [Tool A] is better for [use case A] because [specific reason], while [Tool B] suits [use case B] better due to [specific reason].

Example

"Notion Cue vs Ahrefs Brand Radar: Notion Cue is better for practitioners who need 14 AEO tools and a full fix list for free, while Brand Radar suits enterprise teams running daily citation tracking at $400+/month."

Definition / What Is
Informational
What is [term]?[Term] meaning[Term] definition and examples
Format

[Term] is [concise definition]. [One sentence on why it matters]. [One sentence on who uses it or when].

Example

"AEO (Answer Engine Optimisation) is the practice of structuring your website content and brand signals so AI engines — like ChatGPT and Perplexity — cite your brand in their generated answers. It matters because AI-generated answers are now the default response to commercial queries for a growing share of buyers. SEO professionals, brand marketers and content teams use it to ensure their brand appears in AI answers alongside organic rankings."

Case Study / Result
Commercial
[Industry] results[Company] case study[Strategy] success story
Format

[Company/client] [achieved specific result] in [timeframe] by [specific action taken], increasing [metric] from [before] to [after].

Example

"The Dress Outlet increased AI-referred sessions by 340% in 90 days by adding FAQPage schema to 47 product category pages and creating an llms.txt file, improving their Perplexity citation rate from 12% to 51% of tracked queries."

Guide / Pillar Page
Informational
Complete guide to [topic][Topic] for beginnersEverything about [topic]
Format

This guide covers [topic] including [section 1], [section 2], and [section 3] — everything [target reader] needs to [specific goal].

Example

"This guide covers Answer Engine Optimisation including technical setup (llms.txt, schema, robots.txt), content structure (BLUF, E-E-A-T, FAQ format), and tracking (AEO score, citation monitoring) — everything an SEO professional needs to rank in AI-generated answers."

Application guide

Where to apply BLUF
for maximum citation impact.

Homepage hero
HIGH
Brand citation queries
The first sentence of your homepage hero copy is one of the most-cited pieces of text across all AI engines. Make it a direct, specific one-sentence description of what you do and who you help.
Product/service pages
HIGH
Commercial intent queries
The first paragraph of every product page. AI engines answering "what is the best [product type]?" extract from this section. A BLUF opening that names the key outcome wins over a paragraph that builds to it.
Blog article intros
HIGH
Informational queries
The first paragraph after the H1. Don't start with "In this article, we will explore...". Start with the answer to the question the article addresses. The setup and context follow.
FAQ answers
MED
Question-intent queries
Each FAQ answer should open with a direct answer in the first sentence, not a rephrasing of the question. AI engines use FAQ blocks directly — the opening of each answer is what gets cited.
About page
MED
Brand/company queries
The first paragraph of your About page directly shapes how AI engines describe your company when asked "what is [company]?" BLUF it with a specific, accurate one-line description.
Case study openings
MED
Commercial research queries
Start with the result: "X achieved Y in Z weeks by doing W." Not with background. The result-first format is both more compelling for human readers and more extractable for AI citation.
Generate, don't guess

Use the BLUF Builder to generate
3 versions from any URL.

These templates give you the format. The BLUF Builder generates filled-in versions from your actual page content — direct, benefit-led, and question-led — so you can pick the angle that fits and copy it straight in. No writing from scratch.

Generate BLUF summaries →Score your readability →
FAQ

Common questions.

What is a BLUF template?
Why do AI engines prefer BLUF-style content?
Can I use these templates for existing pages?
How long should a BLUF opening be?
What's the difference between a BLUF opening and an executive summary?