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Paper Citation Record · LEDGER

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce

As of 22 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 0 inbound Pith citation observations for arXiv:2608.00102.

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

pith.paper-citation-record.v1
2608.00102 v1

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T01:23:16.576293Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

64 of 64 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved62
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 108f2ec6-ecb7-4c17-b901-d543457baa2f · outbound

This paper cites 2024 , eprint=.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 2024 , eprint=

Reference 1

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no resolver link, observed 2026-08-04T01:23:11.999881Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:11.999881Z digest=sha256:d406bc61c689f14e71020dff81e010f6ee719df7313b4d06febe6fc7771c3031

Observation ea7ed443-06ea-438f-8929-f1057a976d36 · outbound

This paper cites 2025 , howpublished =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 2025 , howpublished =

Reference 2

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no resolver link, observed 2026-08-04T01:23:12.021123Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.021123Z digest=sha256:b375fb6ef6a7f143760c31c837d32583e99d08277f0753759e0e5cc16b2181ee

Observation aa7c477b-cd76-4a6c-968a-88a0c0e2e5ea · outbound

This paper cites 2025 , eprint=.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 2025 , eprint=

Reference 4

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no resolver link, observed 2026-08-04T01:23:12.068797Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.068797Z digest=sha256:7bbd55e8b300c8025ded34b1cf0302d6ac9e21c68f2fde952ec1f6211d5b482f

Observation ce8d31d0-d9f8-4449-bb37-ef83d1835350 · outbound

This paper cites 2025 , eprint=.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 2025 , eprint=

Reference 5

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no resolver link, observed 2026-08-04T01:23:12.085155Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.085155Z digest=sha256:00d4dcac347980f53cf0b0a8f24fd3df3324026d7f536484889de813252e2061

Observation af35b2b5-ef87-42ed-9d19-b1a9e319adec · outbound

This paper cites 2024 , eprint=.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 2024 , eprint=

Reference 6

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no resolver link, observed 2026-08-04T01:23:12.109079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.109079Z digest=sha256:aba91c50e4bd8d56eb5b7196fbb064cfc062be26a54778d37c17ed5c5a0e6fb1

Observation 150b1e4b-3491-46b3-a4a1-ef5449873110 · outbound

This paper cites 2024 , eprint=.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 2024 , eprint=

Reference 7

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no resolver link, observed 2026-08-04T01:23:12.143227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.143227Z digest=sha256:23c6bb17240aa2efb167ba3b79e7727413dcbc10230684740de970ecd227ed92

Observation c30c7974-1067-4476-8cc3-daa376eb2b6f · outbound

This paper cites 2023 , eprint =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 2023 , eprint =

Reference 10

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no resolver link, observed 2026-08-04T01:23:12.310114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.310114Z digest=sha256:db74474401757e75b16bfb26b631855c8436ad724832aac8aa8978c57ffdce20

Observation 138f8b16-4e41-4362-88fa-32b95f5d4a91 · outbound

This paper cites How Well Can.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce How Well Can

Reference 11

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no resolver link, observed 2026-08-04T01:23:12.380431Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.380431Z digest=sha256:6b0700c96616c296f4b5a5dd34030bffa8b921c45f0714822fa893de1e22d418

Observation 378355ea-8848-4c00-80d2-2f81b38bd9d0 · outbound

This paper cites 2024 , eprint =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 2024 , eprint =

Reference 12

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no resolver link, observed 2026-08-04T01:23:12.438229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.438229Z digest=sha256:d231fb9db6f033941eac50d6fa481aef5818633f69758e18ef3e54364cd11761

Observation 4758cde7-892a-43c5-ab4b-4a2f60d49c97 · outbound

This paper cites 2024 , month =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 2024 , month =

Reference 13

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verified exact
doi, observed 2026-08-04T01:23:25.453698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-04T01:23:12.460701Z digest=sha256:76c903aa330693d5de9b22162f500199794ddd81125beda0c14ebd41c0ba5ae2

Observation 1fb32602-1c66-43ed-b315-d081bc7b07d6 · outbound

This paper cites 2025 , eprint =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 2025 , eprint =

Reference 14

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no resolver link, observed 2026-08-04T01:23:12.484865Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.484865Z digest=sha256:f43628bda1598b38092606dc5e9335984e6efb273f2331ce17d4db1bd60cd4b7

Observation c1cf07dc-1ed2-4d02-a35d-1ab2d89224ad · outbound

This paper cites 2024 , howpublished =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 2024 , howpublished =

Reference 15

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no resolver link, observed 2026-08-04T01:23:12.519938Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.519938Z digest=sha256:f045ca6c9eddb61e26cfcf8ed5687dabb5bb9b81e78b22bf8bcf4084e31eab53

Observation 082e0ee1-7e5e-43cd-a9e9-0a8c87caf4af · outbound

This paper cites 2025 , eprint =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 2025 , eprint =

Reference 16

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no resolver link, observed 2026-08-04T01:23:12.544694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.544694Z digest=sha256:21c64f1131543ae41c6b17fb4a3ae81584ffbc84d216beb2a40b4ec5b6dac0b3

Observation 59462197-7228-4441-ae6a-67c00aab1ca6 · outbound

This paper cites 2024 , eprint =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 2024 , eprint =

Reference 18

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no resolver link, observed 2026-08-04T01:23:12.611802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.611802Z digest=sha256:88631b59390b4314850ed29645a147022ef5ea75d30e53a5b4f90eb290e230fc

Observation 86938826-ffe5-4c4f-b4b5-251b44da0fd8 · outbound

This paper cites 2022 , eprint =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 2022 , eprint =

Reference 19

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no resolver link, observed 2026-08-04T01:23:12.634812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.634812Z digest=sha256:b22f8c2ed969f4a061c1dc37730f17b20db7f1a4a488606cf0b19ee706ac2263

Observation 7ccc82d8-abe6-433c-ab20-20e922e6ed63 · outbound

This paper cites 2026 , eprint =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 2026 , eprint =

Reference 21

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no resolver link, observed 2026-08-04T01:23:12.700257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.700257Z digest=sha256:329e5437998985a854b0fa053b47b6f5b52154ccf0350d9e550767fd836b8d9c

Observation a7eea570-3a96-489b-9ddb-6fe16e9e306a · outbound

This paper cites American Economic Review , volume =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce American Economic Review , volume =

Reference 22

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no resolver link, observed 2026-08-04T01:23:12.726788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.726788Z digest=sha256:e23e965939b183fde09fb36093c073d215f2ed385bac70e8d73e79037668b1e0

Observation b1ec086b-6f8c-4a2b-9f14-0a0bd3153724 · outbound

This paper cites The RAND Journal of Economics , volume =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce The RAND Journal of Economics , volume =

Reference 23

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no resolver link, observed 2026-08-04T01:23:12.783841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.783841Z digest=sha256:91f037a0ed7ad00ebd807eb8e7c9fddd50e71cab6196672f08e28a9f6d71355e

Observation 0d156bdc-7608-48a3-bd72-3f0fe2e52ec1 · outbound

This paper cites Biometrika , volume =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Biometrika , volume =

Reference 24

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no resolver link, observed 2026-08-04T01:23:12.859832Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.859832Z digest=sha256:2fa93017730cb0c612f831f41fd1ec232968f74d9832fe8ca37ff0f823e5ddd2

Observation 1922a060-273a-4106-9fd1-548b431ac34c · outbound

This paper cites SIAM Journal on Computing , volume =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce SIAM Journal on Computing , volume =

Reference 25

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no resolver link, observed 2026-08-04T01:23:12.933156Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.933156Z digest=sha256:c22e82f004e775fb11e0a4e4a57c30d219333998ad761d2090398395d99b4e88

Observation 3686058c-aa43-4cc8-98d5-80c28fda49e5 · outbound

This paper cites 44th Annual IEEE Symposium on Foundations of Computer Science (FOCS) , pages =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 44th Annual IEEE Symposium on Foundations of Computer Science (FOCS) , pages =

Reference 26

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no resolver link, observed 2026-08-04T01:23:12.995409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.995409Z digest=sha256:4f5ddeb61c14c0c1046cbb530dc48f3edee8a697a0d4aa270e719c589b11ca84

Observation f8360d01-1eb7-43ab-8221-97567012744c · outbound

This paper cites Operations Research , volume =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Operations Research , volume =

Reference 27

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no resolver link, observed 2026-08-04T01:23:13.054418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:13.054418Z digest=sha256:41a052769758640ee49bbe4f03a24c67676cfe3e79dde96c8112b7a716885c69

Observation 6b2342a0-170c-41e6-b05a-180cec21383a · outbound

This paper cites Surveys in Operations Research and Management Science , volume =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Surveys in Operations Research and Management Science , volume =

Reference 28

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no resolver link, observed 2026-08-04T01:23:13.084892Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:13.084892Z digest=sha256:02466f8080e5418791271b56ccf03e4ef35e464d1abced2163f91d7e7a9a5118

Observation 10148d5f-7e5f-4794-a9f6-9248d944a483 · outbound

This paper cites Proceedings of the 29th International Conference on Machine Learning (ICML) , pages =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Proceedings of the 29th International Conference on Machine Learning (ICML) , pages =

Reference 29

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no resolver link, observed 2026-08-04T01:23:13.137139Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:13.137139Z digest=sha256:c4188b3d0b169d3e8166a039bde4518860682c3024d6179242456819220c1123

Observation 3b9aaacc-07e6-4a0b-8c1f-4522a0777b11 · outbound

This paper cites Proceedings of the 16th ACM Conference on Economics and Computation (EC) , pages =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Proceedings of the 16th ACM Conference on Economics and Computation (EC) , pages =

Reference 30

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no resolver link, observed 2026-08-04T01:23:13.204231Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:13.204231Z digest=sha256:67722ee95a51af3cb6598521e7b5c19add6e5cbadde3d711b76a7f6eca7097d8

Observation 224e5915-8f77-40a5-a514-f975cee69006 · outbound

This paper cites Management Science , volume =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Management Science , volume =

Reference 31

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no resolver link, observed 2026-08-04T01:23:13.286582Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:13.286582Z digest=sha256:e2c01b2d4a28ee647523a3c7919e01ed409d53a477e35ce5d4cee11d4df7d395

Observation bea9c1e3-7ad3-4834-9683-b41ec4b258c6 · outbound

This paper cites 2004 , publisher =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 2004 , publisher =

Reference 32

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no resolver link, observed 2026-08-04T01:23:13.363303Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:13.363303Z digest=sha256:db2ced369744e8dff6ea4d6ae94ae7ea91cc1f61b39d3c0f0cf90d703e123f31

Observation 1c9a7874-6c60-4191-8c78-490e170cea3e · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , volume =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Advances in Neural Information Processing Systems (NeurIPS) , volume =

Reference 33

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no resolver link, observed 2026-08-04T01:23:13.468678Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:13.468678Z digest=sha256:e18f28616085c37cb13cbe67bf9ff1a18f8daaeb35aa687280fe715d22ebd74a

Observation 58ee3fb8-9dc8-4d6f-8f42-a5d3f7cb4668 · outbound

This paper cites 2020 , publisher =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 2020 , publisher =

Reference 34

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no resolver link, observed 2026-08-04T01:23:13.557987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:13.557987Z digest=sha256:8e56e0e7066550ed1e845c334af3ecb01d086f65b55b46def04986da945f09a2

Observation 65c368a0-df6e-46c3-8411-c4a1aa1f7413 · outbound

This paper cites Journal of Political Economy , volume =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Journal of Political Economy , volume =

Reference 35

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no resolver link, observed 2026-08-04T01:23:13.636299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:13.636299Z digest=sha256:c6bd2a1e7237bde5cecdf8d7762fa191fc65998613e887c71ff89ea5e330ed1b

Observation 80580890-5384-479c-b0aa-ce9eb0606ad9 · outbound

This paper cites American Economic Review , volume =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce American Economic Review , volume =

Reference 36

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no resolver link, observed 2026-08-04T01:23:13.698430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:13.698430Z digest=sha256:b75b1ba7f4f2b7fca7ed6fe94e5caf1b83f8574793ce6dc92b8da67a20830cc1

Observation e1b784fb-35f2-4163-bdf6-84f4cb4d79dd · outbound

This paper cites International Journal of Industrial Organization , volume =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce International Journal of Industrial Organization , volume =

Reference 37

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no resolver link, observed 2026-08-04T01:23:13.785866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:13.785866Z digest=sha256:715f2d5eddbf53c2409d59935e2fbe4bbadbdc3b1458b85a34c21c0d2f2f8522

Observation 9fbbbd63-4796-4281-851b-58ca507830a2 · outbound

This paper cites Management Science , volume =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Management Science , volume =

Reference 38

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no resolver link, observed 2026-08-04T01:23:13.857100Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:13.857100Z digest=sha256:90aae8c3a501c7ef432ec9760a99efe13c887f1267316ca05d4d32291f86014d

Observation 56aeda24-7f35-47c4-802c-47a70579129b · outbound

This paper cites Operations Research , volume =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Operations Research , volume =

Reference 39

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no resolver link, observed 2026-08-04T01:23:14.058532Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:14.058532Z digest=sha256:73ecd7e420adf89400247097431cb190deb52029e6f685c865af4759ae22d4c0

Observation 8257a7ac-9a1e-4d6e-8f31-874c99e3be83 · outbound

This paper cites 2024 , eprint =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 2024 , eprint =

Reference 40

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no resolver link, observed 2026-08-04T01:23:14.160302Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:14.160302Z digest=sha256:7b016fbab1808999574188ceaa774f2fa215bdf24ff633e9ad47b0b729648a6e

Observation 441c010a-8254-4c54-a010-20edfd954371 · outbound

This paper cites an unresolved cited work.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Unresolved cited work

Reference 41

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no resolver link, observed 2026-08-04T01:23:14.201983Z

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source=arxiv_source observed=2026-08-04T01:23:14.201983Z digest=sha256:e2a65cc066c62f593638bc4b213a404d951035646871709ea1e9a9a85c1bae0e

Observation 659d0da3-ee44-411d-8afa-587dd5ede5d8 · outbound

This paper cites Online Bandit Learning against an Adaptive Adversary: from Regret to Policy Regret.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Online Bandit Learning against an Adaptive Adversary: from Regret to Policy Regret

Reference 42

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no resolver link, observed 2026-08-04T01:23:14.230418Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:14.230418Z digest=sha256:248e28a71b645a672f756ae1cd8abe5bd13d13aeea5e2850cc910fba43cd0695

Observation 28238fb3-8ab4-4772-9167-413bec3daf15 · outbound

This paper cites an unresolved cited work.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Unresolved cited work

Reference 43

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no resolver link, observed 2026-08-04T01:23:14.281569Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:14.281569Z digest=sha256:698653ce9c90c601d5e6e82129c9c1c0e25e28cd2a15ea390acec28c8044d735

Observation 99d58195-068c-48ea-ad99-3334dfedc69d · outbound

This paper cites Schapire.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Schapire

Reference 44

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no resolver link, observed 2026-08-04T01:23:14.330498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:14.330498Z digest=sha256:ae638dc32df893077e4e074ff53e37effebe18c5cf2982469c90b1d412261cdc

Observation 30d23d95-f982-4307-b073-1b7d0166d181 · outbound

This paper cites Balseiro and Yonatan Gur.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Balseiro and Yonatan Gur

Reference 45

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no resolver link, observed 2026-08-04T01:23:14.382135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:14.382135Z digest=sha256:b7e891137e7b21a816662e038016acd516663696d9047ba64f2ee21e4f1d96ee

Observation 1de0a6a1-e755-47a2-971d-bd32aa639b5f · outbound

This paper cites Hofman, Brendan Lucier, Chinmay Singh, Markus Mobius, Akshay Nambi, Archana Yadav, Kevin Gao, David M.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Hofman, Brendan Lucier, Chinmay Singh, Markus Mobius, Akshay Nambi, Archana Yadav, Kevin Gao, David M

Reference 46

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unresolved
no resolver link, observed 2026-08-04T01:23:14.415674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:14.415674Z digest=sha256:e4e22129970c74cb978d3c1e5903eabc07808decc7d33b71bb45cb64b4df9d6f

Observation 0699c3c1-233d-4eee-ab31-27df0b0761cd · outbound

This paper cites an unresolved cited work.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Unresolved cited work

Reference 47

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no resolver link, observed 2026-08-04T01:23:14.448420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:14.448420Z digest=sha256:7ff2fcf7288ed77287d968e95dd2d9c4f576829db823e5319849c5d44b51e787

Observation c9a160e0-5a2d-43fa-99e1-d96ea52fc731 · outbound

This paper cites an unresolved cited work.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Unresolved cited work

Reference 48

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unresolved
no resolver link, observed 2026-08-04T01:23:14.487220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:14.487220Z digest=sha256:4de8ad4df56fbf6099360d835232235e0d0eacd558d8df74cc0faf283a5fc89c

Observation b2a23a8d-ef65-40fc-98a7-8d95b9a347d3 · outbound

This paper cites an unresolved cited work.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Unresolved cited work

Reference 49

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unresolved
no resolver link, observed 2026-08-04T01:23:14.607803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:14.607803Z digest=sha256:b7ba06ee916dd6c1d69611eda9a6ed4f10ec28e511f622128f3da4af3a5eabea

Observation 5d653ee5-2b89-4de2-b8c0-bc1716355c44 · outbound

This paper cites NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding

Reference 50

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unresolved
no resolver link, observed 2026-08-04T01:23:14.682960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:14.682960Z digest=sha256:6d783a66da52230d7cdbc0fa6a8af4545e272cee88df86d3369725cac96617ea

Observation 19097398-cd32-4dab-b5d8-ab1089625ed6 · outbound

This paper cites ChineseEcomQA: A Scalable E-commerce Concept Evaluation Benchmark for Large Language Models.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce ChineseEcomQA: A Scalable E-commerce Concept Evaluation Benchmark for Large Language Models

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-04T01:23:14.783519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:14.783519Z digest=sha256:0d9e27e37df0539a926c56a35f4f9d1e57c86a7b3380892819db5186ac98422c

Observation f2c140c5-fd55-4312-b323-1674466d3300 · outbound

This paper cites Put Your Money Where Your Mouth Is: Evaluating Strategic Planning and Execution of LLM Agents in an Auction Arena.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Put Your Money Where Your Mouth Is: Evaluating Strategic Planning and Execution of LLM Agents in an Auction Arena

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-04T01:23:14.891380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:14.891380Z digest=sha256:cc5c9ddb65ac0b1d1028c8e7df422abeb84e5174270fc2ba06c429ec837975e1

Observation 2b698495-bab4-444b-9de3-193492e761f9 · outbound

This paper cites den Boer.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce den Boer

Reference 53

Resolution
verified exact
doi, observed 2026-08-04T01:23:25.209587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-04T01:23:15.026038Z digest=sha256:0bf9993ddf8ef6de8a9eb6a62c49e937f4235f24bfa58da736fe90c664028907

Observation 1438ab45-9894-46a3-8e59-621e855e8464 · outbound

This paper cites Gonczarowski, and Ran I.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Gonczarowski, and Ran I

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-04T01:23:15.080347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:15.080347Z digest=sha256:fd51a0dfadbb98f42aa198b5a5cdf47440bd77c00f3db6546be9f1a6a44bab38

Observation 1c826aff-0663-43bc-8d61-dcf957a84948 · outbound

This paper cites an unresolved cited work.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Unresolved cited work

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-04T01:23:15.167458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:15.167458Z digest=sha256:23a144addf27a1c613cb6d5659ee070864c8f170e08e4d2ed2da99d5835dcf7a

Observation 9c345319-5820-4a1e-a0bd-8b59c71292ad · outbound

This paper cites Game-theoretic LLM: Agent Workflow for Negotiation Games.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Game-theoretic LLM: Agent Workflow for Negotiation Games

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-04T01:23:15.276621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:15.276621Z digest=sha256:72dae600d9a7eb1de40720cc1e790f5a45ef0c74929b59f95c8b9c8e944e3add

Observation e8c9cb0e-7d73-45cc-ae80-4e3af648fdeb · outbound

This paper cites an unresolved cited work.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Unresolved cited work

Reference 57

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unresolved
no resolver link, observed 2026-08-04T01:23:15.317231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:15.317231Z digest=sha256:c1e738c7b38bd8f2372dacd22106e0882452d8aeaa41a32669f9a91a37557eae

Observation 3f2d722e-c1d5-4eb9-873a-932085bfaa14 · outbound

This paper cites PyMatting: A Python Library for Alpha Matting.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce PyMatting: A Python Library for Alpha Matting

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-04T01:23:15.363292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:15.363292Z digest=sha256:5880f0a2fa3cefd2d102c2c75f26d71650795ce9e563bce57ca7605b5b916b48

Observation eba66750-6229-4e7e-82a7-22ffa35363fe · outbound

This paper cites eCeLLM: Generalizing Large Language Models for E-commerce from Large-scale, High-quality Instruction Data.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce eCeLLM: Generalizing Large Language Models for E-commerce from Large-scale, High-quality Instruction Data

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-04T01:23:15.477021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:15.477021Z digest=sha256:68a8e10f84aa92ba58c8061ff3400fdde123cba8b88f6c0066baa3b927431746

Observation c6afbad5-a19a-4cde-91e4-7761b29a0dbf · outbound

This paper cites Learning from Synthetic Labs: Language Models as Auction Participants.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Learning from Synthetic Labs: Language Models as Auction Participants

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-04T01:23:15.633569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:15.633569Z digest=sha256:af6f0463c3f11f9eba87219bcbda7de99f600f9157086d59f28b972b0ab49853

Observation d4f4c91b-d66b-4b94-8450-9696fbdfd6d7 · outbound

This paper cites an unresolved cited work.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Unresolved cited work

Reference 61

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unresolved
no resolver link, observed 2026-08-04T01:23:15.801475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:15.801475Z digest=sha256:6dea8714a6743cf89461c213a41f62964d9404c698af62bf50998818467de185

Observation 2fb0e17b-1a80-4814-8da4-522e7615706b · outbound

This paper cites Talluri and Garrett J.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Talluri and Garrett J

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-04T01:23:15.899585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:15.899585Z digest=sha256:6c4baf10336fd7da5e928b3dc90d8c68746f6dada9e843c0dc3822692a4d61a1

Observation 0fd180d7-6d1b-45c4-9006-6f18bac0cc9f · outbound

This paper cites Thompson.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Thompson

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-04T01:23:15.915604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:15.915604Z digest=sha256:2455560cdbe1cb05e912f859bf101f2c91f1b7b50260518d1deb13641648126a

Observation 9ab47d8a-a8eb-4d68-991f-05d1f27da50e · outbound

This paper cites Evaluating Multi-Turn Bargain Skills in LLM-Based Seller Agent.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Evaluating Multi-Turn Bargain Skills in LLM-Based Seller Agent

Reference 64

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unresolved
no resolver link, observed 2026-08-04T01:23:15.953377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:15.953377Z digest=sha256:268cff27c492b39322ef1ae02799d83ae5d0bd9a964a557741a92d2e8c466680

Observation e1dce84f-85fe-46a8-99c6-c72b81c6cbba · outbound

This paper cites Measuring Bargaining Abilities of LLMs: A Benchmark and A Buyer-Enhancement Method.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Measuring Bargaining Abilities of LLMs: A Benchmark and A Buyer-Enhancement Method

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-04T01:23:16.044182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:16.044182Z digest=sha256:4664b5e7455fee39fd9088aafb782c27e34fa19396ac8021888aa9ab35713b22

Observation 03603775-3cf3-45d3-9c96-b9e454948dbe · outbound

This paper cites WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-04T01:23:16.175583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:16.175583Z digest=sha256:d62a273caf8b255ab1447b7a08355020c2e7517cffe96aadca053dee5ed5477e

Observation 1231ffde-71ab-4469-ade1-deb9d785b483 · outbound

This paper cites InfoBid: A Simulation Framework for Studying Information Disclosure in Auctions with Large Language Model-based Agents.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce InfoBid: A Simulation Framework for Studying Information Disclosure in Auctions with Large Language Model-based Agents

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-04T01:23:16.341265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:16.341265Z digest=sha256:ff7f5b6ebc68e412d7be8deb98ce6f3b0426369efa76556eb5b247f65df9965b

Observation 6810da8b-0cfd-4fad-a62f-f96a97143954 · outbound

This paper cites Shopping Companion: Benchmarking and Training LLM Agents for Long-Horizon Preference-Grounded E-Commerce Tasks.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Shopping Companion: Benchmarking and Training LLM Agents for Long-Horizon Preference-Grounded E-Commerce Tasks

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-04T01:23:16.434150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:16.434150Z digest=sha256:8ef89f72f994070880f74bf434f006ab055b6c4eaa959ca90d2ef10886d5d254

Observation 764c0a03-05e6-4dbe-8312-ac82cb07cfc8 · outbound

This paper cites an unresolved cited work.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Unresolved cited work

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-04T01:23:16.576293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:16.576293Z digest=sha256:e5385b47c17adb3ada392599edeabef245e9a5435addf7b01d19eff09c79cf9f

Pith citing papers

No inbound Pith citation observations are available.