Paper Citation Record · LEDGER

Manipulating Large Language Models to Increase Product Visibility

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2404.07981.

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

pith.paper-citation-record.v1
2404.07981 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T13:10:56.367249Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T20:08:55.799226Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 9f66f219-1f6d-468d-804a-8c209739b4e2 · inbound

White Hat Search Engine Optimization using Large Language Models cites this paper.

White Hat Search Engine Optimization using Large Language Models Manipulating Large Language Models to Increase Product Visibility

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T13:10:56.367249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ceed9260-2628-4669-b8f8-d7bde3307100 · inbound

Beyond SEO: A Transformer-Based Approach for Reinventing Web Content Optimisation cites this paper.

Beyond SEO: A Transformer-Based Approach for Reinventing Web Content Optimisation Manipulating Large Language Models to Increase Product Visibility

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T20:22:25.154212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3cdba70-e1a0-47fa-aff9-ea91c3760c6e · inbound

Transferable Direct Prompt Injection via Activation-Guided MCMC Sampling cites this paper.

Transferable Direct Prompt Injection via Activation-Guided MCMC Sampling Manipulating Large Language Models to Increase Product Visibility

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T22:01:57.245660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3884e3a-b6cb-4f53-b4a3-76971a83758e · inbound

Generative Engine Optimization: How to Dominate AI Search cites this paper.

Generative Engine Optimization: How to Dominate AI Search Manipulating Large Language Models to Increase Product Visibility

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T20:02:53.772323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0392ba5-2d4c-4fbc-ae46-9747e0e8ae83 · inbound

Are LLMs Reliable Rankers? Rank Manipulation via Two-Stage Token Optimization cites this paper.

Are LLMs Reliable Rankers? Rank Manipulation via Two-Stage Token Optimization Manipulating Large Language Models to Increase Product Visibility

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T11:11:00.606204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d621f1ec-894f-4398-8059-ac2ed12b5485 · inbound

Caption Injection for Optimization in Generative Search Engine cites this paper.

Caption Injection for Optimization in Generative Search Engine Manipulating Large Language Models to Increase Product Visibility

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T23:49:54.571639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e92edfd-e668-4fc3-9d93-db25ac92c553 · inbound

"Someone Hid It": Query-Agnostic Black-Box Attacks on LLM-Based Retrieval cites this paper.

"Someone Hid It": Query-Agnostic Black-Box Attacks on LLM-Based Retrieval Manipulating Large Language Models to Increase Product Visibility

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-21T14:20:13.709920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e0664f92-c0bc-4975-99fb-73c5360b8e48 · inbound

Synthetic Sources?: Auditing Generative Search Engine Citations for Evidence of AI-Generated Sources cites this paper.

Synthetic Sources?: Auditing Generative Search Engine Citations for Evidence of AI-Generated Sources Manipulating Large Language Models to Increase Product Visibility

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-25T03:10:16.807465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation dff4f8a8-d718-45e4-a278-d34b701e26ff · inbound

Can It Reach the Generator? Investigating the Survival of Prompt-Injection Attacks in Realistic RAG Settings cites this paper.

Can It Reach the Generator? Investigating the Survival of Prompt-Injection Attacks in Realistic RAG Settings Manipulating Large Language Models to Increase Product Visibility

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:03:24.304365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7b996497-c3f4-4b6c-ab4f-a0142dd86775 · inbound

Incumbent Advantage: Brand Bias and Cognitive Manipulation Dynamics in LLM Recommendation Systems cites this paper.

Incumbent Advantage: Brand Bias and Cognitive Manipulation Dynamics in LLM Recommendation Systems Manipulating Large Language Models to Increase Product Visibility

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-07-03T20:08:55.801477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 85ea32e6-1582-44c5-984c-f097899f29a3 · 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) Manipulating Large Language Models to Increase Product Visibility

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T03:00:03.713419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.