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Academic publishing × AI-search audit

AI Search Audit for Academic publishing

Find out why ChatGPT, Gemini and AI Overviews aren't citing you.

Same fixed pricing, same delivery — the playbook adjusted for the queries, schema and buyer signals academic publishing teams actually run on.

from $1,299Ships in 10 business days
Book a scoping call See the full service

Where academic publishing teams get stuck

  • Course pages don't ship Course + Provider schema.
  • Programmatic /course/by-topic pages are missing.
  • Free-tier pages cannibalise paid pages.
  • AI Overviews recommend competitors.

What this service ships

  • Probe program
  • Citation share
  • Retrieval audit
  • Fix list
  • WBP Omni SEO Pro license
  • 30 days priority Slack

Numbers that shape this engagement.

43%
of learners now discover courses via search first
Source: HolonIQ 2024
2.7×
more enrolments from edtech sites with Course schema + FAQ blocks
Source: WBP client data 2025
31%
of ChatGPT answers now cite at least one source URL
Source: OpenAI browsing analytics 2025
58%
of Google searches now end without a click, absorbed by AI Overviews
Source: SparkToro Zero-Click Study 2025

Ready to ship ai search audit for Academic publishing?

30-minute scoping call, free. Fixed proposal within 48 hours.

Book a scoping call See the Academic publishing playbook