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Paper Citation Record · LEDGER

GEO-Bench: Benchmarking Ranking Manipulation in Generative Engine Optimization

As of 17 August 2026, this Paper Citation Record lists 2 of 2 outbound references and 2 inbound Pith citation observations for arXiv:2605.29107.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2605.29107 v2

Coverage vector

measured 2 of 2 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T11:14:21.052753Z

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:32:45.664881Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-15T15:32:46.215094Z

Reference resolution

2 of 2 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7936a8d1-98fe-4f8a-ae4b-5cd04a53407f · outbound

This paper cites Shopping Queries Dataset: A Large-Scale ESCI Benchmark for Improving Product Search.

GEO-Bench: Benchmarking Ranking Manipulation in Generative Engine Optimization Shopping Queries Dataset: A Large-Scale ESCI Benchmark for Improving Product Search

Reference 1

Resolution
metadata mismatch
arxiv_id, observed 2026-06-29T11:23:21.774392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-06-29T11:14:21.052753Z digest=sha256:e3ff1b87122e9131804afc1b2ee0967f9f7677140395187cd4b78dd386ba74a9

Observation 4a7f7b41-4577-4a69-8ae8-f8928d121139 · outbound

This paper cites high final rank.

GEO-Bench: Benchmarking Ranking Manipulation in Generative Engine Optimization high final rank

Reference 2

Resolution
malformed identifier
no resolver link, observed 2026-06-29T11:14:21.052753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T11:14:21.052753Z digest=sha256:8768343a98cc64a88fc43551be3005714dce76ea18827f628bc8dd06f52d5e9e

Pith citing papers

Observation 44a310c6-8f1d-4da4-ba2d-5846f14fa6b3 · inbound

Optimizing Visibility in Generative Engines: A Critical Survey of Generative Engine Optimization (2023-2026) cites this paper.

Optimizing Visibility in Generative Engines: A Critical Survey of Generative Engine Optimization (2023-2026) GEO-Bench: Benchmarking Ranking Manipulation in Generative Engine Optimization

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-02T03:00:05.002807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T03:00:05.002807Z digest=sha256:4fb5adbc05e47c5bf66230410a61a27e12216a7f10b1b36526777b5f79355787

Observation de8a282d-509b-490a-98c7-dc93acd4ef06 · inbound

SIREN (Luring LLMs onto the Rocks): PAIR-Driven Preference Manipulation in Web-RAG Recommenders cites this paper.

SIREN (Luring LLMs onto the Rocks): PAIR-Driven Preference Manipulation in Web-RAG Recommenders GEO-Bench: Benchmarking Ranking Manipulation in Generative Engine Optimization

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-08-15T15:32:46.218817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T15:32:45.664881Z digest=sha256:47e9fcfc0ef99543bdee57e2618a5529fc560b8651759ab55a0260cd94fbe535