ThinkGraphThinkGraphA weighted diagnosis of techsprohub (demo fallback) across six pillars — plus how ready each article is to be cited by AI answer engines.
Weighted composite of all six pillars below. A single number your team can move week over week.
“Ready” posts (75+) are structured, keyworded, and connected enough for ChatGPT, Perplexity, and Google AI Mode to extract and cite. Raise the partials with the quick wins below.
How well link equity flows between posts — orphans and dead ends leak it.
Whether clusters are deep and focused enough to own their topics.
Articles one fix away from answer-ready. Each shows the single highest-impact change and the AEO points it unlocks.
Scannable heading structure: Add H2/H3 sections so engines can extract a direct passage.
Scannable heading structure: Add H2/H3 sections so engines can extract a direct passage.
Scannable heading structure: Add H2/H3 sections so engines can extract a direct passage.
Scannable heading structure: Add H2/H3 sections so engines can extract a direct passage.
Prioritize these — they are hardest for answer engines to cite today.
Are articles substantial and well-structured enough to rank and satisfy?
Recency signals — stale pages quietly lose rankings over time.
How extractable and citable your content is to AI answer engines.
Metadata hygiene — meta descriptions, featured images, and tags.
Scannable heading structure: Add H2/H3 sections so engines can extract a direct passage.
Scannable heading structure: Add H2/H3 sections so engines can extract a direct passage.
Your most citable pages — model new content on these.