SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents | Paper Citation Record

Observation 2ff1089e-2e73-4629-b199-d876e1abbaef · outbound

This paper cites OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-06-30T11:34:38.179449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation a7cba4e7-5bbd-4df4-8022-cc0d25520bc6 · outbound

This paper cites InProceedings of the 2023 Con- ference on Empirical Methods in Natural Language Processing.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents InProceedings of the 2023 Con- ference on Empirical Methods in Natural Language Processing

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:09.980378Z

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No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation 5dc6dbd0-55a2-4daf-86d7-7b486e45e528 · outbound

This paper cites ThinkTwice: Jointly Optimizing Large Language Models for Reasoning and Self-Refinement.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents ThinkTwice: Jointly Optimizing Large Language Models for Reasoning and Self-Refinement

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-06-30T11:34:38.176919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation 316ed30b-416f-4ad2-a870-41823ed5ab2c · outbound

This paper cites MemGPT: Towards LLMs as Operating Systems.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents MemGPT: Towards LLMs as Operating Systems

Reference 4

Resolution: metadata mismatch; local_arxiv, observed 2026-06-30T11:34:38.181760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation 4a7bf564-9e99-409a-8993-3c6607d4d157 · outbound

This paper cites Elaborative Subtopic Query Reformulation for Broad and Indirect Queries in Travel Destination Recommendation.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Elaborative Subtopic Query Reformulation for Broad and Indirect Queries in Travel Destination Recommendation

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation d44d8574-9887-454c-98a3-71bb2ab1cb71 · outbound

This paper cites A Survey on Large Language Models for Recommendation.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents A Survey on Large Language Models for Recommendation

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T11:34:38.171106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation 393f9c20-7034-4765-8642-c606e6f33476 · outbound

This paper cites Our team wants a meeting transcription product that feels suitable for a growing startup. Which candidates would you shortlist after reading the sources?.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Our team wants a meeting transcription product that feels suitable for a growing startup. Which candidates would you shortlist after reading the sources?

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:09.967017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation 3aed8356-63e4-4e17-9290-a81c19890059 · outbound

This paper cites an unresolved cited work.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Unresolved cited work

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:09.974768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation 9f53d423-5b8c-4781-b140-c995916f1632 · outbound

This paper cites an unresolved cited work.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Unresolved cited work

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.023702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation 8c7ee233-be88-4fbd-91c3-7410f03aaacc · outbound

This paper cites Keep each rationale under 30 words.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Keep each rationale under 30 words

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:09.970982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation ddf59a47-87af-44fc-bff4-916b8fb3bdb7 · outbound

This paper cites an unresolved cited work.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Unresolved cited work

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.034538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation 120343d9-2e93-44be-bf91-2b3dcb4c27f4 · outbound

This paper cites an unresolved cited work.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Unresolved cited work

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:09.976532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation 17d66b01-b4c4-4748-b36b-b8ab384e109a · outbound

This paper cites an unresolved cited work.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Unresolved cited work

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.042931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation abded1ac-361d-4339-895b-8d0a511b9119 · outbound

This paper cites an unresolved cited work.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Unresolved cited work

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.026502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation 6cd1321e-cf2d-4de6-9487-911b1705c4f8 · outbound

This paper cites an unresolved cited work.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Unresolved cited work

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.018558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation 64c0e4e0-f730-481b-8196-aead08e1637c · outbound

This paper cites an unresolved cited work.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Unresolved cited work

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:09.962090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation b3ffe5f2-ec46-4a5c-a107-06302f47ae51 · outbound

This paper cites ranking_all_items.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents ranking_all_items

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.047959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation 26377328-b949-47df-a26d-abae185f4d68 · outbound

This paper cites Strong fit for travel and everyday use with 30+ hour battery life and supported Bluetooth multipoint.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Strong fit for travel and everyday use with 30+ hour battery life and supported Bluetooth multipoint

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.049992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation 8e1b59da-b9f4-4f3e-8331-99a919a6b3b2 · outbound

This paper cites Well-suited for travel and multitasking with 30+ hour battery life and Bluetooth multipoint support.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Well-suited for travel and multitasking with 30+ hour battery life and Bluetooth multipoint support

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.034243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation 972c5aca-bbd1-4080-95b7-9e2ca6f2b721 · outbound

This paper cites Good for travel and calls, featuring Bluetooth mul- tipoint and acceptable comfort on long flights.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Good for travel and calls, featuring Bluetooth mul- tipoint and acceptable comfort on long flights

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.045991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation 5d3e00d3-b958-4527-a937-9151936bf498 · outbound

This paper cites Framed as a leading match and direct fit for the user’s needs, standing out for main evaluation criteria.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Framed as a leading match and direct fit for the user’s needs, standing out for main evaluation criteria

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.008197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation bfc708cc-5439-4ea2-8530-e4953bf2df1c · outbound

This paper cites Strong fit for travel and everyday use with 30+ hour battery life and supported Bluetooth multipoint.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Strong fit for travel and everyday use with 30+ hour battery life and supported Bluetooth multipoint

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.021706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation bf9ec1dd-6af7-48d0-ba33-887b7c5f6027 · outbound

This paper cites Suitable for travel and everyday listening with 30+ hour battery life and Bluetooth multipoint support.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Suitable for travel and everyday listening with 30+ hour battery life and Bluetooth multipoint support

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.028473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation 1cf0da53-caac-49cf-91cb-5bb92024366f · outbound

This paper cites Fits common carry-on limits and includes a 16- inch laptop sleeve for work gear, with review notes highlighting this as a strength.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Fits common carry-on limits and includes a 16- inch laptop sleeve for work gear, with review notes highlighting this as a strength

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.056544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation 03d99d04-cc4f-4048-b9e7-044cc741bf61 · outbound

This paper cites Fits common carry-on limits and features a 16-inch laptop sleeve suitable for work gear.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Fits common carry-on limits and features a 16-inch laptop sleeve suitable for work gear

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.023914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation b6ea00ba-0854-4792-8d3e-275aaca612b2 · outbound

This paper cites Fits common carry-on limits and provides a 16- inch laptop sleeve, though internal organization notes are mixed.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Fits common carry-on limits and provides a 16- inch laptop sleeve, though internal organization notes are mixed

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.038746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation ac87e5f4-6823-4c48-b4bc-f8ddd5ba0395 · outbound

This paper cites Framed as a leading shortlist match and a direct fit for the user’s needs, combining buyer-friendly position- ing with matching features.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Framed as a leading shortlist match and a direct fit for the user’s needs, combining buyer-friendly position- ing with matching features

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.051819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation 8c9bdcc9-8fda-44cb-8ad8-43f5fec35ef5 · outbound

This paper cites Fits common carry-on limits and includes a 16- inch laptop sleeve, with review notes highlighting this area as a strength.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Fits common carry-on limits and includes a 16- inch laptop sleeve, with review notes highlighting this area as a strength

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:09.989933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation 05c6f687-2ea3-4f99-8b25-dd8535bf6433 · outbound

This paper cites Strong fit for work gear and travel, featuring a 16-inch laptop sleeve and a capacity of at least 35L.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Strong fit for work gear and travel, featuring a 16-inch laptop sleeve and a capacity of at least 35L

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.040359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation 8e082f3a-8797-4921-b0b1-7e9edc9c4d64 · outbound

This paper cites Strongest fit for sensitive use, offering both SOC 2 Type II compliance and a policy against using customer audio for model training.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Strongest fit for sensitive use, offering both SOC 2 Type II compliance and a policy against using customer audio for model training

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.011160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation 77b5b7da-69a5-42da-9ef8-6b58c1667f72 · outbound

This paper cites Excellent for sensitive business use with SOC 2 Type II compliance and a policy that customer au- dio is not used for model training.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Excellent for sensitive business use with SOC 2 Type II compliance and a policy that customer au- dio is not used for model training

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.043947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation 014303f5-4504-427b-95ca-88408c82cc54 · outbound

This paper cites Provides SOC 2 Type II compliance for busi- ness customers at a competitive price point of $15/user/- month.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Provides SOC 2 Type II compliance for busi- ness customers at a competitive price point of $15/user/- month

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.042227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation 265870f1-b9c3-4541-93d5-577a91514cc9 · outbound

This paper cites Highly recommended for overall fit, usability, and integration, and it satisfies SOC 2 Type II compliance for sensitive business use.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Highly recommended for overall fit, usability, and integration, and it satisfies SOC 2 Type II compliance for sensitive business use

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.030813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation 3c5c547b-5ff9-44d0-a7b5-59ed071805f6 · outbound

This paper cites Strong fit for sensitive use as it does not use cus- tomer audio for model training and provides SOC 2 Type II compliance.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Strong fit for sensitive use as it does not use cus- tomer audio for model training and provides SOC 2 Type II compliance

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.053880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation 6625180b-2083-43b2-b6c4-0aa40f68fd8f · outbound

This paper cites All values are percentages.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents All values are percentages

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:09.999219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation b584139c-2145-4225-b284-9f4efcf61bc2 · outbound

This paper cites Offers both adjustable lumbar support and ad- justable seat depth, providing high practical comfort for a home workspace.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Offers both adjustable lumbar support and ad- justable seat depth, providing high practical comfort for a home workspace

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:09.977672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation 0fbca05f-9c59-4f04-be06-a5d880ae5372 · outbound

This paper cites A practical choice featuring adjustable lumbar support, adjustable seat depth, and a price under the stated budget.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents A practical choice featuring adjustable lumbar support, adjustable seat depth, and a price under the stated budget

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.036392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation 969e6b72-4746-4444-bd65-b83c70b54090 · outbound

This paper cites Provides both adjustable seat depth and ad- justable lumbar support at a low price of $169.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Provides both adjustable seat depth and ad- justable lumbar support at a low price of $169

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.019645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation 6b443137-ffb8-4878-beaf-8f8cfd819b88 · outbound

This paper cites Framed as a leading match and direct fit for user needs, featuring adjustable seat depth.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Framed as a leading match and direct fit for user needs, featuring adjustable seat depth

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.038289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation f6b69ed5-f085-42ee-8289-7f22a20acaca · outbound

This paper cites Offers both adjustable lumbar support and ad- justable seat depth for comfort.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Offers both adjustable lumbar support and ad- justable seat depth for comfort

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.059072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation 71a066d9-345a-4392-aef8-832eb41eff6b · outbound

This paper cites A practical choice that is under budget and in- cludes adjustable seat depth.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents A practical choice that is under budget and in- cludes adjustable seat depth

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.032857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation 42fd3041-329f-4e79-86ff-5413103b69bb · outbound

This paper cites Dependable for apartment use with local view- ing (no mandatory cloud), encrypted transmission, and no subscription required for core monitoring.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Dependable for apartment use with local view- ing (no mandatory cloud), encrypted transmission, and no subscription required for core monitoring

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.017775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation 70d02dd3-1d13-4426-93d8-5941c3afcf2d · outbound

This paper cites Offers local viewing without cloud connection, encrypted transmission, and core monitoring without a subscription.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Offers local viewing without cloud connection, encrypted transmission, and core monitoring without a subscription

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.036565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation 817d2462-8bb7-47b8-9cca-59386fa28074 · outbound

This paper cites Dependable option with encrypted transmission and core monitoring that works without a required sub- scription.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Dependable option with encrypted transmission and core monitoring that works without a required sub- scription

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:09.991461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation 197aa97d-2c46-429e-b8f7-e3f5ce2e96f8 · outbound

This paper cites Framed as a leading match for this request, offering a practical fit for the user’s needs.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Framed as a leading match for this request, offering a practical fit for the user’s needs

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.007009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation 347f30ba-7435-41bd-a75b-e421fac978aa · outbound

This paper cites Features encrypted transmission and core monitor- ing without a subscription, with review notes highlight- ing it as a strength.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Features encrypted transmission and core monitor- ing without a subscription, with review notes highlight- ing it as a strength

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.002858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation dd5c75e4-f162-496e-8bbd-6ed7e5deeb8b · outbound

This paper cites Provides local viewing without mandatory cloud connection and encrypted video transmission.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Provides local viewing without mandatory cloud connection and encrypted video transmission

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.013299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation d428b887-4089-4291-8fbc-808326272b20 · outbound

This paper cites Strongest for comfort and upkeep: ozone-free, meets room size requirements, and features true HEP- A/H13 filtration.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Strongest for comfort and upkeep: ozone-free, meets room size requirements, and features true HEP- A/H13 filtration

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.041082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation 71d0e860-af19-4db7-a24d-6de3557fb595 · outbound

This paper cites Good for indoor comfort as it is ozone-free and meets the requested room size coverage.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Good for indoor comfort as it is ozone-free and meets the requested room size coverage

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.015676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation c7c04cf3-a3b1-4e5d-8dc3-ec59c314b464 · outbound

This paper cites Offers high comfort with ozone-free operation, true HEPA filtration, and adequate room coverage.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Offers high comfort with ozone-free operation, true HEPA filtration, and adequate room coverage

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.026105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation ce3f3537-6939-4907-bcdd-0592f33c00a5 · outbound

This paper cites Highly recommended for usability and overall fit, it is ozone-free and priced affordably at $152.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Highly recommended for usability and overall fit, it is ozone-free and priced affordably at $152

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:10.031693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation c05cdd1f-ab52-4278-8bef-02db31c3e931 · outbound

This paper cites Offers indoor comfort via ozone-free operation and high-quality H13-class HEPA filtration.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Offers indoor comfort via ozone-free operation and high-quality H13-class HEPA filtration

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T10:16:09.981415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Observation 97a5815d-8f7b-4c1c-84a7-70b9e14dacb4 · outbound

This paper cites Provides comfort with true HEPA filtration and a coverage rating that meets or exceeds requirements.

SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents Provides comfort with true HEPA filtration and a coverage rating that meets or exceeds requirements

Reference 53

Resolution: malformed identifier; raw_fallback, observed 2026-07-09T10:16:10.004245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers