Answer-first H2 Compliance

What this parameter measures

How many of your H2 sections open with a direct answer instead of filler? That share is what this parameter measures. friendly4AI splits the article body at each H2 boundary and, for every section with at least 10 words, extracts the first sentence (terminated by ., !, or ?, or capped at 60 words). A section is compliant when that first sentence holds 30-60 words, is properly terminated, and does not start with a preamble such as "in this section", "we will explore", or "let us look at". The score is the percentage of evaluable sections that comply.

Why it matters for AI-readiness

AI snippet engines extract the opening sentence of a section as a candidate answer. Sections that bury the answer mid-paragraph or open with warm-up phrasing are skipped, because the model cannot find a quotable response at the section start. When most of your H2 sections lead with a tight 30-60 word answer, every heading becomes an independently liftable answer chunk. That is exactly what ChatGPT, Gemini, and Perplexity need to cite your page section by section.

How we score it

The v4.4 methodology scores this Content Structure parameter as a gradient. The processor prefers an article snapshot, then counts evaluable H2 sections (those with at least 10 words of body) and scores round(100 * compliantCount / evaluableCount). A section counts as compliant only when its first sentence is 30-60 words, ends in .!? within the 60-word cap, and avoids the preamble blocklist. The published rubric maps that proportional score onto bands: pass at 80% or more compliant sections, partial between 40% and 79%, and fail below 40%. A page with no evaluable H2 sections, or where the content-analysis cache is unavailable, returns 0 or is skipped, so a page with no real article body cannot pass.

How to fix common issues

• Rewrite each H2 so its first sentence is a direct 30-60 word answer to the question the heading implies.
• Drop preambles like "In this section we will explore…" and "As discussed above" — they fail compliance even when the answer follows.
• Make sure the opening sentence ends in a ., !, or ? within 60 words; an unterminated wall of text is treated as non-compliant.
• Avoid one-line stubs; sections under 10 words are excluded, and undersized first sentences do not count as answers.
• Re-scan and check the compliantCount, h2Count, and nonCompliantSections evidence fields to see which headings still need work.