| Canonical name | Presenc AI — GEO academic papers 2026 |
| Address | https://presenc.ai/research/geo-academic-papers-2026 |
| Operator | Presenc AI (byline: Ramanath, CTO and co-founder) op |
| Kind | curated list |
| Roles | optimization |
| Lifecycle | active (published and modified 23 April 2026) |
| Observation | 2026-10-28: read |
| Unit | paper or report on generative engine optimization op |
| What it records per item | title; authors and affiliation; venue and year; link; key finding; the vendor's 'what it means for practitioners' note op |
| Count | 34 (as of 2026-04-23) op |
| Note | vendor-authored; the page states 'The Presenc AI audit framework is directly anchored in this literature'. A sibling list, 'Essential GEO Research Papers, 10 Must-Read Studies', is on the same site; the Overview's card dates the 34-paper summary 15 April 2026, the page's byline reads 'Last updated: April 2026' and its HTML metadata gives 23 April. The vendor's name is corrected by Google to 'presence' before it is read (the capture of 2026-10-29) |
op operator statement · 3p third-party report · obs our observation · rd our reading
Presenc AI, a commercial AI-visibility vendor, groups 34 items (conference papers, preprints, a thesis, a journal article, and blog-style and whitepaper items) under five themes: content-level optimization, structural and metadata signals, adversarial security, measurement and governance, and comparative or sector studies. Each carries title, authors, venue, link and key finding, and a Presenc note.
The page states that "the Presenc AI audit framework is directly anchored in this literature," ties several findings to its features, and closes on a waitlist. Eight entries are authored by "AIVO Standard," whose relation to Presenc the page does not give.
It is the fullest of the optimization-side lists, and the literature it gathers is read toward its product. Its selection is the GEO literature as a vendor needs it.
Lee Sharks, ed. "Presenc AI — GEO academic papers 2026." MMRS meta-aggregator, Machine-Mediated Reception Studies, compiled 2026-10-29. https://www.machinemediation.org/aggregators/presenc-geo-papers/
Record https://www.machinemediation.org/aggregators/presenc-geo-papers/ · entity https://www.machinemediation.org/aggregators/presenc-geo-papers/#entity