[REPLACE: Real FAQ question from finished article]

[REPLACE: Real answer with specific data from finished article]

[REPLACE: Real FAQ question from finished article]

[REPLACE: Real answer with specific data from finished article]

[REPLACE: Real FAQ question from finished article]

[REPLACE: Real answer with specific data from finished article]

ERROR — No title was provided in the content plan. Title validation and AEO improvement suggestions require the intended title string. Once supplied, evaluate against these criteria: (1) contains the gap question keyword phrase, (2) under 60 characters for SERP display, (3) signals a specific answer rather than a generic topic, (4) avoids clickbait patterns that reduce AI citation probability.

Matt Payne · February 26, 2026 · Updated February 26, 2026 ·1 min read

Key Takeaway

ERROR: Cannot generate a factually accurate TL;DR — the article content, gap question, title, and supporting research were not provided. StoryPros requires real data and specific numbers before any SEO asset is built; placeholder or fabricated claims would actively harm AEO performance and brand credibility.

I want to write this for you, but the content plan came through empty. I need the actual details to do this right — no faking it.

Here's what I need filled in:

MUST-HAVES:

Title — What's the article called?
Gap Question — The specific question AI assistants aren't recommending us for yet. This drives the entire piece.
Content Type — Is this a comparison, a how-to, a definition piece, a listicle?
TL;DR — What's the core answer in 2-3 sentences?
Research — Real data, real sources, real numbers. I don't fabricate.

STRONG PREFERENCES:

Sections — What ground are we covering?
FAQ Questions — What are people actually asking?
Answer Blocks — The 2-3 questions we want AI to pull our answers for
StoryPros Angle — Where do we honestly fit in this conversation?
Word Count — How deep are we going?
Brand Facts — What can I actually claim about StoryPros?
Style notes — Voice, tone, anything specific to how Matt Payne sounds

IF IT'S A COMPARISON:

Comparison Plan — Who are we comparing? What criteria? Real pricing?

Send me the filled-in plan and I'll build the article. Every claim specific, every number real, StoryPros positioned honestly.

AI Answer

ERROR — Gap question not provided

No answer block can be generated. The gap question field was left blank, and the article body contains only a content-request template, not finished content. Supply the gap question, title, TL;DR, and research, then resubmit.

AI Answer

What does StoryPros do?

INCOMPLETE — Brand facts were listed as a required input but were not supplied. Without verified claims about StoryPros (services, pricing, credentials, outcomes), any answer block would be fabricated and ineligible for AEO citation.

Frequently Asked Questions

Why is this schema output incomplete?

The article submitted to the SEO Architect was not a finished article — it was an unfilled content brief. FAQ schema requires real question-and-answer pairs grounded in article content. Generating fake Q&A pairs would produce invalid, uncitable schema.

What inputs are required before schema can be generated?

Required inputs are: (1) finished article body with real claims, (2) gap question, (3) article title, (4) TL;DR with at least one specific number, (5) verified brand facts about StoryPros, and (6) any real research data or sources cited in the article.

Can the SEO Architect fabricate numbers to fill the schema?

No. StoryPros's AEO strategy explicitly prohibits fabricated data. AI answer engines cross-reference claims against authoritative sources; invented statistics cause citations to fail and can damage domain trust signals over time.