AEO brief — cite_sources

• brief_id: brief_32e712b4-342
• gap_id: g_736711fc_cite
• page: https://sharathsphd.github.io/
• evidence_tier: tier1
• predicted_lift_pp: +8pp
• geo_paper_reference: KDD 2024 GEO §4.2 Cite Sources
• pre_audit_id: aud_stub_1c67cbce-fcc
• created_at: 2026-04-25T22:06:52.726Z
• claude_model: fallback-stub

Rationale

Closes g_736711fc_cite per KDD 2024 GEO paper §4.2 (Cite Sources, +30-40% relative lift); predicted lift 8pp.

Suggested change (diff hint)

--- a/index.html
+++ b/index.html
@@
-<!-- gap: g_736711fc_cite -->
+<!-- patched: cite_sources -->

Revert plan

git revert HEAD

Provenance

Generated by llm-seo-lab AEO loop. This file is the audit trail for the recommendation; merging this PR records consent. The recommendation is subject to Pratyakṣa sublation in future loop runs — a stronger recommendation will reference this brief’s id.