| Engine breadthpublic-prompt-brand-engine-breadth | 2engines | measured | Aug 6, 2026 | View source- Source
- Rank.ai Agent Frameworks Prompt Benchmark
- Grade
- A
- Document
- Public Agent Frameworks brand benchmark for 2026-08-06
- Published
- Not specified
- Retrieved
- Aug 6, 2026
- Extraction
- deterministic_public_prompt_benchmark · 4
- Locator
{"corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["f9cbfdb2-b2af-48ef-9118-9bc045f85e64","52c73018-8a34-4cd1-a3d4-d8b64fc8b7f5","673afc15-a96e-4671-a693-3b4c493725a3","74dd2a6f-d524-408b-8b9d-97e208b29da8","d3bcce07-6ddd-4976-9c03-6db7c7a20fd9","1c420946-9b0d-4950-ae23-5d6178354ae3","6ff2eb6d-0ae5-4600-8394-4a15fab5c24a","a1d0c6cd-65b3-4570-bcf2-fe270c85c968","4cfb1b2e-07bc-4cbb-8b1f-2a0712c389b2","6a646cd5-4773-4091-a4d8-9434f5570847","8492cd68-8fd6-4c8c-bcfc-d1661aa6abf3","ec4b2bc0-3540-42ac-a6c2-fd784dd14d12","1b925269-b225-4181-9202-f4466891dfb8","37d0aae6-a665-421f-b901-a293e632d715","281185fb-fd68-4a7c-8817-c392e60365f8","385cbb18-4c60-4617-9a2e-98f44920be0a","11eb19f3-5f05-46d2-a38c-64993559aeac","074c7ce1-2b45-4e32-95e3-c527b4b72b31","ff8a36a7-c6fa-466e-84a5-ba4fe919736b","ed55219c-f32e-411c-a380-6dbb89384c07","e6732867-596c-47ad-bf59-25d1095aa39b","c93ae0a5-caf9-462c-b001-7e7f5fadef16","6505063f-ce9d-40ff-b27f-ee86e0c42ba7","1361dd43-2590-4d68-b1af-60ca4e238de3","6ac76005-a51e-4281-aad9-8f36385baa6a","63babe6c-195f-4115-b9ba-2894229a951d","20dd8985-cd73-47d0-acec-292bcba43829","81e11a9d-4752-4e5b-b13f-14164a045643","270d5cbe-7573-44ab-b6f5-85290a997e7a","3e3430c7-2a4c-4be0-8ed7-800ed29d6015","fbfb78d4-bfa9-4421-8903-dddcd215a080","3e55a326-8e8e-45da-aa15-d6a4d18b1eb0","8f07f978-9adf-4d82-ad58-c7d1be53ae28","4fea29cc-ba10-4e4a-b090-db95302a750f","716710a0-a45b-4dab-b0de-765120bbca2e","ea36de15-6c4d-499e-8fdf-2d69b5f8e557"],"benchmarkVersion":"4-ai-agent-frameworks-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗ |
|---|
| Mention coveragepublic-prompt-brand-mention-coverage | 11.1111percent | measured | Aug 6, 2026 | View source- Source
- Rank.ai Agent Frameworks Prompt Benchmark
- Grade
- A
- Document
- Public Agent Frameworks brand benchmark for 2026-08-06
- Published
- Not specified
- Retrieved
- Aug 6, 2026
- Extraction
- deterministic_public_prompt_benchmark · 4
- Locator
{"corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["f9cbfdb2-b2af-48ef-9118-9bc045f85e64","52c73018-8a34-4cd1-a3d4-d8b64fc8b7f5","673afc15-a96e-4671-a693-3b4c493725a3","74dd2a6f-d524-408b-8b9d-97e208b29da8","d3bcce07-6ddd-4976-9c03-6db7c7a20fd9","1c420946-9b0d-4950-ae23-5d6178354ae3","6ff2eb6d-0ae5-4600-8394-4a15fab5c24a","a1d0c6cd-65b3-4570-bcf2-fe270c85c968","4cfb1b2e-07bc-4cbb-8b1f-2a0712c389b2","6a646cd5-4773-4091-a4d8-9434f5570847","8492cd68-8fd6-4c8c-bcfc-d1661aa6abf3","ec4b2bc0-3540-42ac-a6c2-fd784dd14d12","1b925269-b225-4181-9202-f4466891dfb8","37d0aae6-a665-421f-b901-a293e632d715","281185fb-fd68-4a7c-8817-c392e60365f8","385cbb18-4c60-4617-9a2e-98f44920be0a","11eb19f3-5f05-46d2-a38c-64993559aeac","074c7ce1-2b45-4e32-95e3-c527b4b72b31","ff8a36a7-c6fa-466e-84a5-ba4fe919736b","ed55219c-f32e-411c-a380-6dbb89384c07","e6732867-596c-47ad-bf59-25d1095aa39b","c93ae0a5-caf9-462c-b001-7e7f5fadef16","6505063f-ce9d-40ff-b27f-ee86e0c42ba7","1361dd43-2590-4d68-b1af-60ca4e238de3","6ac76005-a51e-4281-aad9-8f36385baa6a","63babe6c-195f-4115-b9ba-2894229a951d","20dd8985-cd73-47d0-acec-292bcba43829","81e11a9d-4752-4e5b-b13f-14164a045643","270d5cbe-7573-44ab-b6f5-85290a997e7a","3e3430c7-2a4c-4be0-8ed7-800ed29d6015","fbfb78d4-bfa9-4421-8903-dddcd215a080","3e55a326-8e8e-45da-aa15-d6a4d18b1eb0","8f07f978-9adf-4d82-ad58-c7d1be53ae28","4fea29cc-ba10-4e4a-b090-db95302a750f","716710a0-a45b-4dab-b0de-765120bbca2e","ea36de15-6c4d-499e-8fdf-2d69b5f8e557"],"benchmarkVersion":"4-ai-agent-frameworks-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗ |
|---|
| OpenAI mention coveragepublic-prompt-openai-brand-mention-coverage | 16.6667percent | measured | Aug 6, 2026 | View source- Source
- Rank.ai Agent Frameworks Prompt Benchmark
- Grade
- A
- Document
- Public Agent Frameworks brand benchmark for 2026-08-06
- Published
- Not specified
- Retrieved
- Aug 6, 2026
- Extraction
- deterministic_public_prompt_benchmark · 4
- Locator
{"corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["f9cbfdb2-b2af-48ef-9118-9bc045f85e64","52c73018-8a34-4cd1-a3d4-d8b64fc8b7f5","673afc15-a96e-4671-a693-3b4c493725a3","74dd2a6f-d524-408b-8b9d-97e208b29da8","d3bcce07-6ddd-4976-9c03-6db7c7a20fd9","1c420946-9b0d-4950-ae23-5d6178354ae3","6ff2eb6d-0ae5-4600-8394-4a15fab5c24a","a1d0c6cd-65b3-4570-bcf2-fe270c85c968","4cfb1b2e-07bc-4cbb-8b1f-2a0712c389b2","6a646cd5-4773-4091-a4d8-9434f5570847","8492cd68-8fd6-4c8c-bcfc-d1661aa6abf3","ec4b2bc0-3540-42ac-a6c2-fd784dd14d12","1b925269-b225-4181-9202-f4466891dfb8","37d0aae6-a665-421f-b901-a293e632d715","281185fb-fd68-4a7c-8817-c392e60365f8","385cbb18-4c60-4617-9a2e-98f44920be0a","11eb19f3-5f05-46d2-a38c-64993559aeac","074c7ce1-2b45-4e32-95e3-c527b4b72b31","ff8a36a7-c6fa-466e-84a5-ba4fe919736b","ed55219c-f32e-411c-a380-6dbb89384c07","e6732867-596c-47ad-bf59-25d1095aa39b","c93ae0a5-caf9-462c-b001-7e7f5fadef16","6505063f-ce9d-40ff-b27f-ee86e0c42ba7","1361dd43-2590-4d68-b1af-60ca4e238de3","6ac76005-a51e-4281-aad9-8f36385baa6a","63babe6c-195f-4115-b9ba-2894229a951d","20dd8985-cd73-47d0-acec-292bcba43829","81e11a9d-4752-4e5b-b13f-14164a045643","270d5cbe-7573-44ab-b6f5-85290a997e7a","3e3430c7-2a4c-4be0-8ed7-800ed29d6015","fbfb78d4-bfa9-4421-8903-dddcd215a080","3e55a326-8e8e-45da-aa15-d6a4d18b1eb0","8f07f978-9adf-4d82-ad58-c7d1be53ae28","4fea29cc-ba10-4e4a-b090-db95302a750f","716710a0-a45b-4dab-b0de-765120bbca2e","ea36de15-6c4d-499e-8fdf-2d69b5f8e557"],"benchmarkVersion":"4-ai-agent-frameworks-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗ |
|---|
| Recommendation-prompt presencepublic-prompt-brand-recommendation-presence | 16.6667percent | measured | Aug 6, 2026 | View source- Source
- Rank.ai Agent Frameworks Prompt Benchmark
- Grade
- A
- Document
- Public Agent Frameworks brand benchmark for 2026-08-06
- Published
- Not specified
- Retrieved
- Aug 6, 2026
- Extraction
- deterministic_public_prompt_benchmark · 4
- Locator
{"corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["f9cbfdb2-b2af-48ef-9118-9bc045f85e64","52c73018-8a34-4cd1-a3d4-d8b64fc8b7f5","673afc15-a96e-4671-a693-3b4c493725a3","74dd2a6f-d524-408b-8b9d-97e208b29da8","d3bcce07-6ddd-4976-9c03-6db7c7a20fd9","1c420946-9b0d-4950-ae23-5d6178354ae3","6ff2eb6d-0ae5-4600-8394-4a15fab5c24a","a1d0c6cd-65b3-4570-bcf2-fe270c85c968","4cfb1b2e-07bc-4cbb-8b1f-2a0712c389b2","6a646cd5-4773-4091-a4d8-9434f5570847","8492cd68-8fd6-4c8c-bcfc-d1661aa6abf3","ec4b2bc0-3540-42ac-a6c2-fd784dd14d12","1b925269-b225-4181-9202-f4466891dfb8","37d0aae6-a665-421f-b901-a293e632d715","281185fb-fd68-4a7c-8817-c392e60365f8","385cbb18-4c60-4617-9a2e-98f44920be0a","11eb19f3-5f05-46d2-a38c-64993559aeac","074c7ce1-2b45-4e32-95e3-c527b4b72b31","ff8a36a7-c6fa-466e-84a5-ba4fe919736b","ed55219c-f32e-411c-a380-6dbb89384c07","e6732867-596c-47ad-bf59-25d1095aa39b","c93ae0a5-caf9-462c-b001-7e7f5fadef16","6505063f-ce9d-40ff-b27f-ee86e0c42ba7","1361dd43-2590-4d68-b1af-60ca4e238de3","6ac76005-a51e-4281-aad9-8f36385baa6a","63babe6c-195f-4115-b9ba-2894229a951d","20dd8985-cd73-47d0-acec-292bcba43829","81e11a9d-4752-4e5b-b13f-14164a045643","270d5cbe-7573-44ab-b6f5-85290a997e7a","3e3430c7-2a4c-4be0-8ed7-800ed29d6015","fbfb78d4-bfa9-4421-8903-dddcd215a080","3e55a326-8e8e-45da-aa15-d6a4d18b1eb0","8f07f978-9adf-4d82-ad58-c7d1be53ae28","4fea29cc-ba10-4e4a-b090-db95302a750f","716710a0-a45b-4dab-b0de-765120bbca2e","ea36de15-6c4d-499e-8fdf-2d69b5f8e557"],"benchmarkVersion":"4-ai-agent-frameworks-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗ |
|---|
| Anthropic mention coveragepublic-prompt-anthropic-brand-mention-coverage | 0percent | measured | Aug 6, 2026 | View source- Source
- Rank.ai Agent Frameworks Prompt Benchmark
- Grade
- A
- Document
- Public Agent Frameworks brand benchmark for 2026-08-06
- Published
- Not specified
- Retrieved
- Aug 6, 2026
- Extraction
- deterministic_public_prompt_benchmark · 4
- Locator
{"corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["f9cbfdb2-b2af-48ef-9118-9bc045f85e64","52c73018-8a34-4cd1-a3d4-d8b64fc8b7f5","673afc15-a96e-4671-a693-3b4c493725a3","74dd2a6f-d524-408b-8b9d-97e208b29da8","d3bcce07-6ddd-4976-9c03-6db7c7a20fd9","1c420946-9b0d-4950-ae23-5d6178354ae3","6ff2eb6d-0ae5-4600-8394-4a15fab5c24a","a1d0c6cd-65b3-4570-bcf2-fe270c85c968","4cfb1b2e-07bc-4cbb-8b1f-2a0712c389b2","6a646cd5-4773-4091-a4d8-9434f5570847","8492cd68-8fd6-4c8c-bcfc-d1661aa6abf3","ec4b2bc0-3540-42ac-a6c2-fd784dd14d12","1b925269-b225-4181-9202-f4466891dfb8","37d0aae6-a665-421f-b901-a293e632d715","281185fb-fd68-4a7c-8817-c392e60365f8","385cbb18-4c60-4617-9a2e-98f44920be0a","11eb19f3-5f05-46d2-a38c-64993559aeac","074c7ce1-2b45-4e32-95e3-c527b4b72b31","ff8a36a7-c6fa-466e-84a5-ba4fe919736b","ed55219c-f32e-411c-a380-6dbb89384c07","e6732867-596c-47ad-bf59-25d1095aa39b","c93ae0a5-caf9-462c-b001-7e7f5fadef16","6505063f-ce9d-40ff-b27f-ee86e0c42ba7","1361dd43-2590-4d68-b1af-60ca4e238de3","6ac76005-a51e-4281-aad9-8f36385baa6a","63babe6c-195f-4115-b9ba-2894229a951d","20dd8985-cd73-47d0-acec-292bcba43829","81e11a9d-4752-4e5b-b13f-14164a045643","270d5cbe-7573-44ab-b6f5-85290a997e7a","3e3430c7-2a4c-4be0-8ed7-800ed29d6015","fbfb78d4-bfa9-4421-8903-dddcd215a080","3e55a326-8e8e-45da-aa15-d6a4d18b1eb0","8f07f978-9adf-4d82-ad58-c7d1be53ae28","4fea29cc-ba10-4e4a-b090-db95302a750f","716710a0-a45b-4dab-b0de-765120bbca2e","ea36de15-6c4d-499e-8fdf-2d69b5f8e557"],"benchmarkVersion":"4-ai-agent-frameworks-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗ |
|---|
| Gemini mention coveragepublic-prompt-gemini-brand-mention-coverage | 16.6667percent | measured | Aug 6, 2026 | View source- Source
- Rank.ai Agent Frameworks Prompt Benchmark
- Grade
- A
- Document
- Public Agent Frameworks brand benchmark for 2026-08-06
- Published
- Not specified
- Retrieved
- Aug 6, 2026
- Extraction
- deterministic_public_prompt_benchmark · 4
- Locator
{"corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["f9cbfdb2-b2af-48ef-9118-9bc045f85e64","52c73018-8a34-4cd1-a3d4-d8b64fc8b7f5","673afc15-a96e-4671-a693-3b4c493725a3","74dd2a6f-d524-408b-8b9d-97e208b29da8","d3bcce07-6ddd-4976-9c03-6db7c7a20fd9","1c420946-9b0d-4950-ae23-5d6178354ae3","6ff2eb6d-0ae5-4600-8394-4a15fab5c24a","a1d0c6cd-65b3-4570-bcf2-fe270c85c968","4cfb1b2e-07bc-4cbb-8b1f-2a0712c389b2","6a646cd5-4773-4091-a4d8-9434f5570847","8492cd68-8fd6-4c8c-bcfc-d1661aa6abf3","ec4b2bc0-3540-42ac-a6c2-fd784dd14d12","1b925269-b225-4181-9202-f4466891dfb8","37d0aae6-a665-421f-b901-a293e632d715","281185fb-fd68-4a7c-8817-c392e60365f8","385cbb18-4c60-4617-9a2e-98f44920be0a","11eb19f3-5f05-46d2-a38c-64993559aeac","074c7ce1-2b45-4e32-95e3-c527b4b72b31","ff8a36a7-c6fa-466e-84a5-ba4fe919736b","ed55219c-f32e-411c-a380-6dbb89384c07","e6732867-596c-47ad-bf59-25d1095aa39b","c93ae0a5-caf9-462c-b001-7e7f5fadef16","6505063f-ce9d-40ff-b27f-ee86e0c42ba7","1361dd43-2590-4d68-b1af-60ca4e238de3","6ac76005-a51e-4281-aad9-8f36385baa6a","63babe6c-195f-4115-b9ba-2894229a951d","20dd8985-cd73-47d0-acec-292bcba43829","81e11a9d-4752-4e5b-b13f-14164a045643","270d5cbe-7573-44ab-b6f5-85290a997e7a","3e3430c7-2a4c-4be0-8ed7-800ed29d6015","fbfb78d4-bfa9-4421-8903-dddcd215a080","3e55a326-8e8e-45da-aa15-d6a4d18b1eb0","8f07f978-9adf-4d82-ad58-c7d1be53ae28","4fea29cc-ba10-4e4a-b090-db95302a750f","716710a0-a45b-4dab-b0de-765120bbca2e","ea36de15-6c4d-499e-8fdf-2d69b5f8e557"],"benchmarkVersion":"4-ai-agent-frameworks-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗ |
|---|
| Reviewed-brand presence sharepublic-prompt-brand-mention-share | 8percent | derived | Aug 6, 2026 | View source- Source
- Rank.ai Agent Frameworks Prompt Benchmark
- Grade
- A
- Document
- Public Agent Frameworks brand benchmark for 2026-08-06
- Published
- Not specified
- Retrieved
- Aug 6, 2026
- Extraction
- deterministic_public_prompt_benchmark · 4
- Locator
{"corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["f9cbfdb2-b2af-48ef-9118-9bc045f85e64","52c73018-8a34-4cd1-a3d4-d8b64fc8b7f5","673afc15-a96e-4671-a693-3b4c493725a3","74dd2a6f-d524-408b-8b9d-97e208b29da8","d3bcce07-6ddd-4976-9c03-6db7c7a20fd9","1c420946-9b0d-4950-ae23-5d6178354ae3","6ff2eb6d-0ae5-4600-8394-4a15fab5c24a","a1d0c6cd-65b3-4570-bcf2-fe270c85c968","4cfb1b2e-07bc-4cbb-8b1f-2a0712c389b2","6a646cd5-4773-4091-a4d8-9434f5570847","8492cd68-8fd6-4c8c-bcfc-d1661aa6abf3","ec4b2bc0-3540-42ac-a6c2-fd784dd14d12","1b925269-b225-4181-9202-f4466891dfb8","37d0aae6-a665-421f-b901-a293e632d715","281185fb-fd68-4a7c-8817-c392e60365f8","385cbb18-4c60-4617-9a2e-98f44920be0a","11eb19f3-5f05-46d2-a38c-64993559aeac","074c7ce1-2b45-4e32-95e3-c527b4b72b31","ff8a36a7-c6fa-466e-84a5-ba4fe919736b","ed55219c-f32e-411c-a380-6dbb89384c07","e6732867-596c-47ad-bf59-25d1095aa39b","c93ae0a5-caf9-462c-b001-7e7f5fadef16","6505063f-ce9d-40ff-b27f-ee86e0c42ba7","1361dd43-2590-4d68-b1af-60ca4e238de3","6ac76005-a51e-4281-aad9-8f36385baa6a","63babe6c-195f-4115-b9ba-2894229a951d","20dd8985-cd73-47d0-acec-292bcba43829","81e11a9d-4752-4e5b-b13f-14164a045643","270d5cbe-7573-44ab-b6f5-85290a997e7a","3e3430c7-2a4c-4be0-8ed7-800ed29d6015","fbfb78d4-bfa9-4421-8903-dddcd215a080","3e55a326-8e8e-45da-aa15-d6a4d18b1eb0","8f07f978-9adf-4d82-ad58-c7d1be53ae28","4fea29cc-ba10-4e4a-b090-db95302a750f","716710a0-a45b-4dab-b0de-765120bbca2e","ea36de15-6c4d-499e-8fdf-2d69b5f8e557"],"benchmarkVersion":"4-ai-agent-frameworks-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗ |
|---|
| OpenAI citation sharepublic-prompt-openai-brand-citation-share | 0percent | derived | Aug 6, 2026 | View source- Source
- Rank.ai Agent Frameworks Prompt Benchmark
- Grade
- A
- Document
- Public Agent Frameworks brand benchmark for 2026-08-06
- Published
- Not specified
- Retrieved
- Aug 6, 2026
- Extraction
- deterministic_public_prompt_benchmark · 4
- Locator
{"corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["f9cbfdb2-b2af-48ef-9118-9bc045f85e64","52c73018-8a34-4cd1-a3d4-d8b64fc8b7f5","673afc15-a96e-4671-a693-3b4c493725a3","74dd2a6f-d524-408b-8b9d-97e208b29da8","d3bcce07-6ddd-4976-9c03-6db7c7a20fd9","1c420946-9b0d-4950-ae23-5d6178354ae3","6ff2eb6d-0ae5-4600-8394-4a15fab5c24a","a1d0c6cd-65b3-4570-bcf2-fe270c85c968","4cfb1b2e-07bc-4cbb-8b1f-2a0712c389b2","6a646cd5-4773-4091-a4d8-9434f5570847","8492cd68-8fd6-4c8c-bcfc-d1661aa6abf3","ec4b2bc0-3540-42ac-a6c2-fd784dd14d12","1b925269-b225-4181-9202-f4466891dfb8","37d0aae6-a665-421f-b901-a293e632d715","281185fb-fd68-4a7c-8817-c392e60365f8","385cbb18-4c60-4617-9a2e-98f44920be0a","11eb19f3-5f05-46d2-a38c-64993559aeac","074c7ce1-2b45-4e32-95e3-c527b4b72b31","ff8a36a7-c6fa-466e-84a5-ba4fe919736b","ed55219c-f32e-411c-a380-6dbb89384c07","e6732867-596c-47ad-bf59-25d1095aa39b","c93ae0a5-caf9-462c-b001-7e7f5fadef16","6505063f-ce9d-40ff-b27f-ee86e0c42ba7","1361dd43-2590-4d68-b1af-60ca4e238de3","6ac76005-a51e-4281-aad9-8f36385baa6a","63babe6c-195f-4115-b9ba-2894229a951d","20dd8985-cd73-47d0-acec-292bcba43829","81e11a9d-4752-4e5b-b13f-14164a045643","270d5cbe-7573-44ab-b6f5-85290a997e7a","3e3430c7-2a4c-4be0-8ed7-800ed29d6015","fbfb78d4-bfa9-4421-8903-dddcd215a080","3e55a326-8e8e-45da-aa15-d6a4d18b1eb0","8f07f978-9adf-4d82-ad58-c7d1be53ae28","4fea29cc-ba10-4e4a-b090-db95302a750f","716710a0-a45b-4dab-b0de-765120bbca2e","ea36de15-6c4d-499e-8fdf-2d69b5f8e557"],"benchmarkVersion":"4-ai-agent-frameworks-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗ |
|---|
| Anthropic citation sharepublic-prompt-anthropic-brand-citation-share | 0percent | derived | Aug 6, 2026 | View source- Source
- Rank.ai Agent Frameworks Prompt Benchmark
- Grade
- A
- Document
- Public Agent Frameworks brand benchmark for 2026-08-06
- Published
- Not specified
- Retrieved
- Aug 6, 2026
- Extraction
- deterministic_public_prompt_benchmark · 4
- Locator
{"corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["f9cbfdb2-b2af-48ef-9118-9bc045f85e64","52c73018-8a34-4cd1-a3d4-d8b64fc8b7f5","673afc15-a96e-4671-a693-3b4c493725a3","74dd2a6f-d524-408b-8b9d-97e208b29da8","d3bcce07-6ddd-4976-9c03-6db7c7a20fd9","1c420946-9b0d-4950-ae23-5d6178354ae3","6ff2eb6d-0ae5-4600-8394-4a15fab5c24a","a1d0c6cd-65b3-4570-bcf2-fe270c85c968","4cfb1b2e-07bc-4cbb-8b1f-2a0712c389b2","6a646cd5-4773-4091-a4d8-9434f5570847","8492cd68-8fd6-4c8c-bcfc-d1661aa6abf3","ec4b2bc0-3540-42ac-a6c2-fd784dd14d12","1b925269-b225-4181-9202-f4466891dfb8","37d0aae6-a665-421f-b901-a293e632d715","281185fb-fd68-4a7c-8817-c392e60365f8","385cbb18-4c60-4617-9a2e-98f44920be0a","11eb19f3-5f05-46d2-a38c-64993559aeac","074c7ce1-2b45-4e32-95e3-c527b4b72b31","ff8a36a7-c6fa-466e-84a5-ba4fe919736b","ed55219c-f32e-411c-a380-6dbb89384c07","e6732867-596c-47ad-bf59-25d1095aa39b","c93ae0a5-caf9-462c-b001-7e7f5fadef16","6505063f-ce9d-40ff-b27f-ee86e0c42ba7","1361dd43-2590-4d68-b1af-60ca4e238de3","6ac76005-a51e-4281-aad9-8f36385baa6a","63babe6c-195f-4115-b9ba-2894229a951d","20dd8985-cd73-47d0-acec-292bcba43829","81e11a9d-4752-4e5b-b13f-14164a045643","270d5cbe-7573-44ab-b6f5-85290a997e7a","3e3430c7-2a4c-4be0-8ed7-800ed29d6015","fbfb78d4-bfa9-4421-8903-dddcd215a080","3e55a326-8e8e-45da-aa15-d6a4d18b1eb0","8f07f978-9adf-4d82-ad58-c7d1be53ae28","4fea29cc-ba10-4e4a-b090-db95302a750f","716710a0-a45b-4dab-b0de-765120bbca2e","ea36de15-6c4d-499e-8fdf-2d69b5f8e557"],"benchmarkVersion":"4-ai-agent-frameworks-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗ |
|---|
| Anthropic recommendation-prompt presencepublic-prompt-anthropic-brand-recommendation-presence | 0percent | measured | Aug 6, 2026 | View source- Source
- Rank.ai Agent Frameworks Prompt Benchmark
- Grade
- A
- Document
- Public Agent Frameworks brand benchmark for 2026-08-06
- Published
- Not specified
- Retrieved
- Aug 6, 2026
- Extraction
- deterministic_public_prompt_benchmark · 4
- Locator
{"corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["f9cbfdb2-b2af-48ef-9118-9bc045f85e64","52c73018-8a34-4cd1-a3d4-d8b64fc8b7f5","673afc15-a96e-4671-a693-3b4c493725a3","74dd2a6f-d524-408b-8b9d-97e208b29da8","d3bcce07-6ddd-4976-9c03-6db7c7a20fd9","1c420946-9b0d-4950-ae23-5d6178354ae3","6ff2eb6d-0ae5-4600-8394-4a15fab5c24a","a1d0c6cd-65b3-4570-bcf2-fe270c85c968","4cfb1b2e-07bc-4cbb-8b1f-2a0712c389b2","6a646cd5-4773-4091-a4d8-9434f5570847","8492cd68-8fd6-4c8c-bcfc-d1661aa6abf3","ec4b2bc0-3540-42ac-a6c2-fd784dd14d12","1b925269-b225-4181-9202-f4466891dfb8","37d0aae6-a665-421f-b901-a293e632d715","281185fb-fd68-4a7c-8817-c392e60365f8","385cbb18-4c60-4617-9a2e-98f44920be0a","11eb19f3-5f05-46d2-a38c-64993559aeac","074c7ce1-2b45-4e32-95e3-c527b4b72b31","ff8a36a7-c6fa-466e-84a5-ba4fe919736b","ed55219c-f32e-411c-a380-6dbb89384c07","e6732867-596c-47ad-bf59-25d1095aa39b","c93ae0a5-caf9-462c-b001-7e7f5fadef16","6505063f-ce9d-40ff-b27f-ee86e0c42ba7","1361dd43-2590-4d68-b1af-60ca4e238de3","6ac76005-a51e-4281-aad9-8f36385baa6a","63babe6c-195f-4115-b9ba-2894229a951d","20dd8985-cd73-47d0-acec-292bcba43829","81e11a9d-4752-4e5b-b13f-14164a045643","270d5cbe-7573-44ab-b6f5-85290a997e7a","3e3430c7-2a4c-4be0-8ed7-800ed29d6015","fbfb78d4-bfa9-4421-8903-dddcd215a080","3e55a326-8e8e-45da-aa15-d6a4d18b1eb0","8f07f978-9adf-4d82-ad58-c7d1be53ae28","4fea29cc-ba10-4e4a-b090-db95302a750f","716710a0-a45b-4dab-b0de-765120bbca2e","ea36de15-6c4d-499e-8fdf-2d69b5f8e557"],"benchmarkVersion":"4-ai-agent-frameworks-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗ |
|---|
| Citation sharepublic-prompt-brand-citation-share | 5.5556percent | derived | Aug 6, 2026 | View source- Source
- Rank.ai Agent Frameworks Prompt Benchmark
- Grade
- A
- Document
- Public Agent Frameworks brand benchmark for 2026-08-06
- Published
- Not specified
- Retrieved
- Aug 6, 2026
- Extraction
- deterministic_public_prompt_benchmark · 4
- Locator
{"corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["f9cbfdb2-b2af-48ef-9118-9bc045f85e64","52c73018-8a34-4cd1-a3d4-d8b64fc8b7f5","673afc15-a96e-4671-a693-3b4c493725a3","74dd2a6f-d524-408b-8b9d-97e208b29da8","d3bcce07-6ddd-4976-9c03-6db7c7a20fd9","1c420946-9b0d-4950-ae23-5d6178354ae3","6ff2eb6d-0ae5-4600-8394-4a15fab5c24a","a1d0c6cd-65b3-4570-bcf2-fe270c85c968","4cfb1b2e-07bc-4cbb-8b1f-2a0712c389b2","6a646cd5-4773-4091-a4d8-9434f5570847","8492cd68-8fd6-4c8c-bcfc-d1661aa6abf3","ec4b2bc0-3540-42ac-a6c2-fd784dd14d12","1b925269-b225-4181-9202-f4466891dfb8","37d0aae6-a665-421f-b901-a293e632d715","281185fb-fd68-4a7c-8817-c392e60365f8","385cbb18-4c60-4617-9a2e-98f44920be0a","11eb19f3-5f05-46d2-a38c-64993559aeac","074c7ce1-2b45-4e32-95e3-c527b4b72b31","ff8a36a7-c6fa-466e-84a5-ba4fe919736b","ed55219c-f32e-411c-a380-6dbb89384c07","e6732867-596c-47ad-bf59-25d1095aa39b","c93ae0a5-caf9-462c-b001-7e7f5fadef16","6505063f-ce9d-40ff-b27f-ee86e0c42ba7","1361dd43-2590-4d68-b1af-60ca4e238de3","6ac76005-a51e-4281-aad9-8f36385baa6a","63babe6c-195f-4115-b9ba-2894229a951d","20dd8985-cd73-47d0-acec-292bcba43829","81e11a9d-4752-4e5b-b13f-14164a045643","270d5cbe-7573-44ab-b6f5-85290a997e7a","3e3430c7-2a4c-4be0-8ed7-800ed29d6015","fbfb78d4-bfa9-4421-8903-dddcd215a080","3e55a326-8e8e-45da-aa15-d6a4d18b1eb0","8f07f978-9adf-4d82-ad58-c7d1be53ae28","4fea29cc-ba10-4e4a-b090-db95302a750f","716710a0-a45b-4dab-b0de-765120bbca2e","ea36de15-6c4d-499e-8fdf-2d69b5f8e557"],"benchmarkVersion":"4-ai-agent-frameworks-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗ |
|---|
| Gemini recommendation-prompt presencepublic-prompt-gemini-brand-recommendation-presence | 25percent | measured | Aug 6, 2026 | View source- Source
- Rank.ai Agent Frameworks Prompt Benchmark
- Grade
- A
- Document
- Public Agent Frameworks brand benchmark for 2026-08-06
- Published
- Not specified
- Retrieved
- Aug 6, 2026
- Extraction
- deterministic_public_prompt_benchmark · 4
- Locator
{"corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["f9cbfdb2-b2af-48ef-9118-9bc045f85e64","52c73018-8a34-4cd1-a3d4-d8b64fc8b7f5","673afc15-a96e-4671-a693-3b4c493725a3","74dd2a6f-d524-408b-8b9d-97e208b29da8","d3bcce07-6ddd-4976-9c03-6db7c7a20fd9","1c420946-9b0d-4950-ae23-5d6178354ae3","6ff2eb6d-0ae5-4600-8394-4a15fab5c24a","a1d0c6cd-65b3-4570-bcf2-fe270c85c968","4cfb1b2e-07bc-4cbb-8b1f-2a0712c389b2","6a646cd5-4773-4091-a4d8-9434f5570847","8492cd68-8fd6-4c8c-bcfc-d1661aa6abf3","ec4b2bc0-3540-42ac-a6c2-fd784dd14d12","1b925269-b225-4181-9202-f4466891dfb8","37d0aae6-a665-421f-b901-a293e632d715","281185fb-fd68-4a7c-8817-c392e60365f8","385cbb18-4c60-4617-9a2e-98f44920be0a","11eb19f3-5f05-46d2-a38c-64993559aeac","074c7ce1-2b45-4e32-95e3-c527b4b72b31","ff8a36a7-c6fa-466e-84a5-ba4fe919736b","ed55219c-f32e-411c-a380-6dbb89384c07","e6732867-596c-47ad-bf59-25d1095aa39b","c93ae0a5-caf9-462c-b001-7e7f5fadef16","6505063f-ce9d-40ff-b27f-ee86e0c42ba7","1361dd43-2590-4d68-b1af-60ca4e238de3","6ac76005-a51e-4281-aad9-8f36385baa6a","63babe6c-195f-4115-b9ba-2894229a951d","20dd8985-cd73-47d0-acec-292bcba43829","81e11a9d-4752-4e5b-b13f-14164a045643","270d5cbe-7573-44ab-b6f5-85290a997e7a","3e3430c7-2a4c-4be0-8ed7-800ed29d6015","fbfb78d4-bfa9-4421-8903-dddcd215a080","3e55a326-8e8e-45da-aa15-d6a4d18b1eb0","8f07f978-9adf-4d82-ad58-c7d1be53ae28","4fea29cc-ba10-4e4a-b090-db95302a750f","716710a0-a45b-4dab-b0de-765120bbca2e","ea36de15-6c4d-499e-8fdf-2d69b5f8e557"],"benchmarkVersion":"4-ai-agent-frameworks-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗ |
|---|
| OpenAI recommendation-prompt presencepublic-prompt-openai-brand-recommendation-presence | 25percent | measured | Aug 6, 2026 | View source- Source
- Rank.ai Agent Frameworks Prompt Benchmark
- Grade
- A
- Document
- Public Agent Frameworks brand benchmark for 2026-08-06
- Published
- Not specified
- Retrieved
- Aug 6, 2026
- Extraction
- deterministic_public_prompt_benchmark · 4
- Locator
{"corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["f9cbfdb2-b2af-48ef-9118-9bc045f85e64","52c73018-8a34-4cd1-a3d4-d8b64fc8b7f5","673afc15-a96e-4671-a693-3b4c493725a3","74dd2a6f-d524-408b-8b9d-97e208b29da8","d3bcce07-6ddd-4976-9c03-6db7c7a20fd9","1c420946-9b0d-4950-ae23-5d6178354ae3","6ff2eb6d-0ae5-4600-8394-4a15fab5c24a","a1d0c6cd-65b3-4570-bcf2-fe270c85c968","4cfb1b2e-07bc-4cbb-8b1f-2a0712c389b2","6a646cd5-4773-4091-a4d8-9434f5570847","8492cd68-8fd6-4c8c-bcfc-d1661aa6abf3","ec4b2bc0-3540-42ac-a6c2-fd784dd14d12","1b925269-b225-4181-9202-f4466891dfb8","37d0aae6-a665-421f-b901-a293e632d715","281185fb-fd68-4a7c-8817-c392e60365f8","385cbb18-4c60-4617-9a2e-98f44920be0a","11eb19f3-5f05-46d2-a38c-64993559aeac","074c7ce1-2b45-4e32-95e3-c527b4b72b31","ff8a36a7-c6fa-466e-84a5-ba4fe919736b","ed55219c-f32e-411c-a380-6dbb89384c07","e6732867-596c-47ad-bf59-25d1095aa39b","c93ae0a5-caf9-462c-b001-7e7f5fadef16","6505063f-ce9d-40ff-b27f-ee86e0c42ba7","1361dd43-2590-4d68-b1af-60ca4e238de3","6ac76005-a51e-4281-aad9-8f36385baa6a","63babe6c-195f-4115-b9ba-2894229a951d","20dd8985-cd73-47d0-acec-292bcba43829","81e11a9d-4752-4e5b-b13f-14164a045643","270d5cbe-7573-44ab-b6f5-85290a997e7a","3e3430c7-2a4c-4be0-8ed7-800ed29d6015","fbfb78d4-bfa9-4421-8903-dddcd215a080","3e55a326-8e8e-45da-aa15-d6a4d18b1eb0","8f07f978-9adf-4d82-ad58-c7d1be53ae28","4fea29cc-ba10-4e4a-b090-db95302a750f","716710a0-a45b-4dab-b0de-765120bbca2e","ea36de15-6c4d-499e-8fdf-2d69b5f8e557"],"benchmarkVersion":"4-ai-agent-frameworks-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗ |
|---|
| Gemini citation sharepublic-prompt-gemini-brand-citation-share | 9.0909percent | derived | Aug 6, 2026 | View source- Source
- Rank.ai Agent Frameworks Prompt Benchmark
- Grade
- A
- Document
- Public Agent Frameworks brand benchmark for 2026-08-06
- Published
- Not specified
- Retrieved
- Aug 6, 2026
- Extraction
- deterministic_public_prompt_benchmark · 4
- Locator
{"corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["f9cbfdb2-b2af-48ef-9118-9bc045f85e64","52c73018-8a34-4cd1-a3d4-d8b64fc8b7f5","673afc15-a96e-4671-a693-3b4c493725a3","74dd2a6f-d524-408b-8b9d-97e208b29da8","d3bcce07-6ddd-4976-9c03-6db7c7a20fd9","1c420946-9b0d-4950-ae23-5d6178354ae3","6ff2eb6d-0ae5-4600-8394-4a15fab5c24a","a1d0c6cd-65b3-4570-bcf2-fe270c85c968","4cfb1b2e-07bc-4cbb-8b1f-2a0712c389b2","6a646cd5-4773-4091-a4d8-9434f5570847","8492cd68-8fd6-4c8c-bcfc-d1661aa6abf3","ec4b2bc0-3540-42ac-a6c2-fd784dd14d12","1b925269-b225-4181-9202-f4466891dfb8","37d0aae6-a665-421f-b901-a293e632d715","281185fb-fd68-4a7c-8817-c392e60365f8","385cbb18-4c60-4617-9a2e-98f44920be0a","11eb19f3-5f05-46d2-a38c-64993559aeac","074c7ce1-2b45-4e32-95e3-c527b4b72b31","ff8a36a7-c6fa-466e-84a5-ba4fe919736b","ed55219c-f32e-411c-a380-6dbb89384c07","e6732867-596c-47ad-bf59-25d1095aa39b","c93ae0a5-caf9-462c-b001-7e7f5fadef16","6505063f-ce9d-40ff-b27f-ee86e0c42ba7","1361dd43-2590-4d68-b1af-60ca4e238de3","6ac76005-a51e-4281-aad9-8f36385baa6a","63babe6c-195f-4115-b9ba-2894229a951d","20dd8985-cd73-47d0-acec-292bcba43829","81e11a9d-4752-4e5b-b13f-14164a045643","270d5cbe-7573-44ab-b6f5-85290a997e7a","3e3430c7-2a4c-4be0-8ed7-800ed29d6015","fbfb78d4-bfa9-4421-8903-dddcd215a080","3e55a326-8e8e-45da-aa15-d6a4d18b1eb0","8f07f978-9adf-4d82-ad58-c7d1be53ae28","4fea29cc-ba10-4e4a-b090-db95302a750f","716710a0-a45b-4dab-b0de-765120bbca2e","ea36de15-6c4d-499e-8fdf-2d69b5f8e557"],"benchmarkVersion":"4-ai-agent-frameworks-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗ |
|---|
| OpenAI mention coveragepublic-prompt-openai-brand-mention-coverage | 16.6667percent | measured | Jul 27, 2026 | View source- Source
- Rank.ai Agent Frameworks Prompt Benchmark
- Grade
- A
- Document
- Public Agent Frameworks brand benchmark for 2026-07-27
- Published
- Not specified
- Retrieved
- Jul 27, 2026
- Extraction
- deterministic_public_prompt_benchmark · 4
- Locator
{"corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["50b4facf-0ca0-46d3-b1ae-5ab8b788f220","fdc1ecfc-1d30-4119-9aec-cc09584ef3f2","8c42cbac-a691-46a8-8e78-bc62abd553b1","3820da23-caba-4241-a198-e24a1ab3cb83","2c6b2181-cf7a-47bc-8cfd-1088c15f6eef","256c7272-6e23-4196-a59a-6896ad1abc3e","64971db9-6242-42ed-81f1-5274f6f638f0","faa70b39-1929-4d84-a7ca-bbbfc775ea07","e98e388c-a2f4-4843-b1d4-180d883548c9","8cc9e668-0eb9-4786-b9d3-df338991a1d8","c5258e0c-368a-4a61-9873-e377c40d7d74","1381a1b9-8c35-47a5-962e-a0e2fe1d420c","f757a48d-76e9-4fce-b9c9-f069202e1a44","af57c8e8-f655-4901-87b4-0fccc44e3fa3","e005139d-805e-499a-a107-51fb0dc3fc7f","50677bf0-3acc-4058-88cb-64cb254869df","3c6c385b-6235-4df1-a4f1-5ddd36a6abfe","2f16ce43-df17-4cfe-ae62-a62a3c7d5eef","ed53f2b9-10a8-4c9b-a453-f172467d73cf","9973c0e7-15d6-49fc-b40c-b46968bb1780","f626e6f5-5f08-4f9c-bfb4-7f27cc7d09d3","de839c47-441b-4142-9934-e8e68de833ec","99fa8d85-580d-40b6-9861-8ec2034ae61f","bca4db82-0984-4b3a-aeb2-6a04cf58d4b7","394448a9-e0cb-4ce0-872e-908777a83200","942214cd-5acc-4582-bcbe-467643a06a49","15ea6ab6-e462-4ccd-b51b-6514c5b7ce3f","dc46f710-66f2-478f-8eab-1d9090db667f","4be72626-06bc-4f10-883d-b6cf887d0fe1","28915e05-5392-4ccb-b967-1a49cabc8fec","56684c5c-d321-4d2c-be1f-278046624a71","5fc16d3b-5141-4373-913a-5d1e9a058fbf","a3f7a0ba-412f-46e3-90cb-838e1a351773","0bc153bf-33f5-4a94-8772-c05749a3c096","3e3f56ec-9b65-4e89-b4ad-12e1630267f3","be811a85-5693-4315-8cf5-19a5dd47ec75"],"benchmarkVersion":"4-ai-agent-frameworks-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗ |
|---|
| Engine breadthpublic-prompt-brand-engine-breadth | 3engines | measured | Jul 27, 2026 | View source- Source
- Rank.ai Agent Frameworks Prompt Benchmark
- Grade
- A
- Document
- Public Agent Frameworks brand benchmark for 2026-07-27
- Published
- Not specified
- Retrieved
- Jul 27, 2026
- Extraction
- deterministic_public_prompt_benchmark · 4
- Locator
{"corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["50b4facf-0ca0-46d3-b1ae-5ab8b788f220","fdc1ecfc-1d30-4119-9aec-cc09584ef3f2","8c42cbac-a691-46a8-8e78-bc62abd553b1","3820da23-caba-4241-a198-e24a1ab3cb83","2c6b2181-cf7a-47bc-8cfd-1088c15f6eef","256c7272-6e23-4196-a59a-6896ad1abc3e","64971db9-6242-42ed-81f1-5274f6f638f0","faa70b39-1929-4d84-a7ca-bbbfc775ea07","e98e388c-a2f4-4843-b1d4-180d883548c9","8cc9e668-0eb9-4786-b9d3-df338991a1d8","c5258e0c-368a-4a61-9873-e377c40d7d74","1381a1b9-8c35-47a5-962e-a0e2fe1d420c","f757a48d-76e9-4fce-b9c9-f069202e1a44","af57c8e8-f655-4901-87b4-0fccc44e3fa3","e005139d-805e-499a-a107-51fb0dc3fc7f","50677bf0-3acc-4058-88cb-64cb254869df","3c6c385b-6235-4df1-a4f1-5ddd36a6abfe","2f16ce43-df17-4cfe-ae62-a62a3c7d5eef","ed53f2b9-10a8-4c9b-a453-f172467d73cf","9973c0e7-15d6-49fc-b40c-b46968bb1780","f626e6f5-5f08-4f9c-bfb4-7f27cc7d09d3","de839c47-441b-4142-9934-e8e68de833ec","99fa8d85-580d-40b6-9861-8ec2034ae61f","bca4db82-0984-4b3a-aeb2-6a04cf58d4b7","394448a9-e0cb-4ce0-872e-908777a83200","942214cd-5acc-4582-bcbe-467643a06a49","15ea6ab6-e462-4ccd-b51b-6514c5b7ce3f","dc46f710-66f2-478f-8eab-1d9090db667f","4be72626-06bc-4f10-883d-b6cf887d0fe1","28915e05-5392-4ccb-b967-1a49cabc8fec","56684c5c-d321-4d2c-be1f-278046624a71","5fc16d3b-5141-4373-913a-5d1e9a058fbf","a3f7a0ba-412f-46e3-90cb-838e1a351773","0bc153bf-33f5-4a94-8772-c05749a3c096","3e3f56ec-9b65-4e89-b4ad-12e1630267f3","be811a85-5693-4315-8cf5-19a5dd47ec75"],"benchmarkVersion":"4-ai-agent-frameworks-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗ |
|---|
| Gemini citation sharepublic-prompt-gemini-brand-citation-share | 0percent | derived | Jul 27, 2026 | View source- Source
- Rank.ai Agent Frameworks Prompt Benchmark
- Grade
- A
- Document
- Public Agent Frameworks brand benchmark for 2026-07-27
- Published
- Not specified
- Retrieved
- Jul 27, 2026
- Extraction
- deterministic_public_prompt_benchmark · 4
- Locator
{"corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["50b4facf-0ca0-46d3-b1ae-5ab8b788f220","fdc1ecfc-1d30-4119-9aec-cc09584ef3f2","8c42cbac-a691-46a8-8e78-bc62abd553b1","3820da23-caba-4241-a198-e24a1ab3cb83","2c6b2181-cf7a-47bc-8cfd-1088c15f6eef","256c7272-6e23-4196-a59a-6896ad1abc3e","64971db9-6242-42ed-81f1-5274f6f638f0","faa70b39-1929-4d84-a7ca-bbbfc775ea07","e98e388c-a2f4-4843-b1d4-180d883548c9","8cc9e668-0eb9-4786-b9d3-df338991a1d8","c5258e0c-368a-4a61-9873-e377c40d7d74","1381a1b9-8c35-47a5-962e-a0e2fe1d420c","f757a48d-76e9-4fce-b9c9-f069202e1a44","af57c8e8-f655-4901-87b4-0fccc44e3fa3","e005139d-805e-499a-a107-51fb0dc3fc7f","50677bf0-3acc-4058-88cb-64cb254869df","3c6c385b-6235-4df1-a4f1-5ddd36a6abfe","2f16ce43-df17-4cfe-ae62-a62a3c7d5eef","ed53f2b9-10a8-4c9b-a453-f172467d73cf","9973c0e7-15d6-49fc-b40c-b46968bb1780","f626e6f5-5f08-4f9c-bfb4-7f27cc7d09d3","de839c47-441b-4142-9934-e8e68de833ec","99fa8d85-580d-40b6-9861-8ec2034ae61f","bca4db82-0984-4b3a-aeb2-6a04cf58d4b7","394448a9-e0cb-4ce0-872e-908777a83200","942214cd-5acc-4582-bcbe-467643a06a49","15ea6ab6-e462-4ccd-b51b-6514c5b7ce3f","dc46f710-66f2-478f-8eab-1d9090db667f","4be72626-06bc-4f10-883d-b6cf887d0fe1","28915e05-5392-4ccb-b967-1a49cabc8fec","56684c5c-d321-4d2c-be1f-278046624a71","5fc16d3b-5141-4373-913a-5d1e9a058fbf","a3f7a0ba-412f-46e3-90cb-838e1a351773","0bc153bf-33f5-4a94-8772-c05749a3c096","3e3f56ec-9b65-4e89-b4ad-12e1630267f3","be811a85-5693-4315-8cf5-19a5dd47ec75"],"benchmarkVersion":"4-ai-agent-frameworks-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗ |
|---|
| Anthropic mention coveragepublic-prompt-anthropic-brand-mention-coverage | 25percent | measured | Jul 27, 2026 | View source- Source
- Rank.ai Agent Frameworks Prompt Benchmark
- Grade
- A
- Document
- Public Agent Frameworks brand benchmark for 2026-07-27
- Published
- Not specified
- Retrieved
- Jul 27, 2026
- Extraction
- deterministic_public_prompt_benchmark · 4
- Locator
{"corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["50b4facf-0ca0-46d3-b1ae-5ab8b788f220","fdc1ecfc-1d30-4119-9aec-cc09584ef3f2","8c42cbac-a691-46a8-8e78-bc62abd553b1","3820da23-caba-4241-a198-e24a1ab3cb83","2c6b2181-cf7a-47bc-8cfd-1088c15f6eef","256c7272-6e23-4196-a59a-6896ad1abc3e","64971db9-6242-42ed-81f1-5274f6f638f0","faa70b39-1929-4d84-a7ca-bbbfc775ea07","e98e388c-a2f4-4843-b1d4-180d883548c9","8cc9e668-0eb9-4786-b9d3-df338991a1d8","c5258e0c-368a-4a61-9873-e377c40d7d74","1381a1b9-8c35-47a5-962e-a0e2fe1d420c","f757a48d-76e9-4fce-b9c9-f069202e1a44","af57c8e8-f655-4901-87b4-0fccc44e3fa3","e005139d-805e-499a-a107-51fb0dc3fc7f","50677bf0-3acc-4058-88cb-64cb254869df","3c6c385b-6235-4df1-a4f1-5ddd36a6abfe","2f16ce43-df17-4cfe-ae62-a62a3c7d5eef","ed53f2b9-10a8-4c9b-a453-f172467d73cf","9973c0e7-15d6-49fc-b40c-b46968bb1780","f626e6f5-5f08-4f9c-bfb4-7f27cc7d09d3","de839c47-441b-4142-9934-e8e68de833ec","99fa8d85-580d-40b6-9861-8ec2034ae61f","bca4db82-0984-4b3a-aeb2-6a04cf58d4b7","394448a9-e0cb-4ce0-872e-908777a83200","942214cd-5acc-4582-bcbe-467643a06a49","15ea6ab6-e462-4ccd-b51b-6514c5b7ce3f","dc46f710-66f2-478f-8eab-1d9090db667f","4be72626-06bc-4f10-883d-b6cf887d0fe1","28915e05-5392-4ccb-b967-1a49cabc8fec","56684c5c-d321-4d2c-be1f-278046624a71","5fc16d3b-5141-4373-913a-5d1e9a058fbf","a3f7a0ba-412f-46e3-90cb-838e1a351773","0bc153bf-33f5-4a94-8772-c05749a3c096","3e3f56ec-9b65-4e89-b4ad-12e1630267f3","be811a85-5693-4315-8cf5-19a5dd47ec75"],"benchmarkVersion":"4-ai-agent-frameworks-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗ |
|---|
| OpenAI citation sharepublic-prompt-openai-brand-citation-share | 16.6667percent | derived | Jul 27, 2026 | View source- Source
- Rank.ai Agent Frameworks Prompt Benchmark
- Grade
- A
- Document
- Public Agent Frameworks brand benchmark for 2026-07-27
- Published
- Not specified
- Retrieved
- Jul 27, 2026
- Extraction
- deterministic_public_prompt_benchmark · 4
- Locator
{"corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["50b4facf-0ca0-46d3-b1ae-5ab8b788f220","fdc1ecfc-1d30-4119-9aec-cc09584ef3f2","8c42cbac-a691-46a8-8e78-bc62abd553b1","3820da23-caba-4241-a198-e24a1ab3cb83","2c6b2181-cf7a-47bc-8cfd-1088c15f6eef","256c7272-6e23-4196-a59a-6896ad1abc3e","64971db9-6242-42ed-81f1-5274f6f638f0","faa70b39-1929-4d84-a7ca-bbbfc775ea07","e98e388c-a2f4-4843-b1d4-180d883548c9","8cc9e668-0eb9-4786-b9d3-df338991a1d8","c5258e0c-368a-4a61-9873-e377c40d7d74","1381a1b9-8c35-47a5-962e-a0e2fe1d420c","f757a48d-76e9-4fce-b9c9-f069202e1a44","af57c8e8-f655-4901-87b4-0fccc44e3fa3","e005139d-805e-499a-a107-51fb0dc3fc7f","50677bf0-3acc-4058-88cb-64cb254869df","3c6c385b-6235-4df1-a4f1-5ddd36a6abfe","2f16ce43-df17-4cfe-ae62-a62a3c7d5eef","ed53f2b9-10a8-4c9b-a453-f172467d73cf","9973c0e7-15d6-49fc-b40c-b46968bb1780","f626e6f5-5f08-4f9c-bfb4-7f27cc7d09d3","de839c47-441b-4142-9934-e8e68de833ec","99fa8d85-580d-40b6-9861-8ec2034ae61f","bca4db82-0984-4b3a-aeb2-6a04cf58d4b7","394448a9-e0cb-4ce0-872e-908777a83200","942214cd-5acc-4582-bcbe-467643a06a49","15ea6ab6-e462-4ccd-b51b-6514c5b7ce3f","dc46f710-66f2-478f-8eab-1d9090db667f","4be72626-06bc-4f10-883d-b6cf887d0fe1","28915e05-5392-4ccb-b967-1a49cabc8fec","56684c5c-d321-4d2c-be1f-278046624a71","5fc16d3b-5141-4373-913a-5d1e9a058fbf","a3f7a0ba-412f-46e3-90cb-838e1a351773","0bc153bf-33f5-4a94-8772-c05749a3c096","3e3f56ec-9b65-4e89-b4ad-12e1630267f3","be811a85-5693-4315-8cf5-19a5dd47ec75"],"benchmarkVersion":"4-ai-agent-frameworks-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗ |
|---|
| OpenAI recommendation-prompt presencepublic-prompt-openai-brand-recommendation-presence | 25percent | measured | Jul 27, 2026 | View source- Source
- Rank.ai Agent Frameworks Prompt Benchmark
- Grade
- A
- Document
- Public Agent Frameworks brand benchmark for 2026-07-27
- Published
- Not specified
- Retrieved
- Jul 27, 2026
- Extraction
- deterministic_public_prompt_benchmark · 4
- Locator
{"corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["50b4facf-0ca0-46d3-b1ae-5ab8b788f220","fdc1ecfc-1d30-4119-9aec-cc09584ef3f2","8c42cbac-a691-46a8-8e78-bc62abd553b1","3820da23-caba-4241-a198-e24a1ab3cb83","2c6b2181-cf7a-47bc-8cfd-1088c15f6eef","256c7272-6e23-4196-a59a-6896ad1abc3e","64971db9-6242-42ed-81f1-5274f6f638f0","faa70b39-1929-4d84-a7ca-bbbfc775ea07","e98e388c-a2f4-4843-b1d4-180d883548c9","8cc9e668-0eb9-4786-b9d3-df338991a1d8","c5258e0c-368a-4a61-9873-e377c40d7d74","1381a1b9-8c35-47a5-962e-a0e2fe1d420c","f757a48d-76e9-4fce-b9c9-f069202e1a44","af57c8e8-f655-4901-87b4-0fccc44e3fa3","e005139d-805e-499a-a107-51fb0dc3fc7f","50677bf0-3acc-4058-88cb-64cb254869df","3c6c385b-6235-4df1-a4f1-5ddd36a6abfe","2f16ce43-df17-4cfe-ae62-a62a3c7d5eef","ed53f2b9-10a8-4c9b-a453-f172467d73cf","9973c0e7-15d6-49fc-b40c-b46968bb1780","f626e6f5-5f08-4f9c-bfb4-7f27cc7d09d3","de839c47-441b-4142-9934-e8e68de833ec","99fa8d85-580d-40b6-9861-8ec2034ae61f","bca4db82-0984-4b3a-aeb2-6a04cf58d4b7","394448a9-e0cb-4ce0-872e-908777a83200","942214cd-5acc-4582-bcbe-467643a06a49","15ea6ab6-e462-4ccd-b51b-6514c5b7ce3f","dc46f710-66f2-478f-8eab-1d9090db667f","4be72626-06bc-4f10-883d-b6cf887d0fe1","28915e05-5392-4ccb-b967-1a49cabc8fec","56684c5c-d321-4d2c-be1f-278046624a71","5fc16d3b-5141-4373-913a-5d1e9a058fbf","a3f7a0ba-412f-46e3-90cb-838e1a351773","0bc153bf-33f5-4a94-8772-c05749a3c096","3e3f56ec-9b65-4e89-b4ad-12e1630267f3","be811a85-5693-4315-8cf5-19a5dd47ec75"],"benchmarkVersion":"4-ai-agent-frameworks-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗ |
|---|
| Gemini mention coveragepublic-prompt-gemini-brand-mention-coverage | 16.6667percent | measured | Jul 27, 2026 | View source- Source
- Rank.ai Agent Frameworks Prompt Benchmark
- Grade
- A
- Document
- Public Agent Frameworks brand benchmark for 2026-07-27
- Published
- Not specified
- Retrieved
- Jul 27, 2026
- Extraction
- deterministic_public_prompt_benchmark · 4
- Locator
{"corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["50b4facf-0ca0-46d3-b1ae-5ab8b788f220","fdc1ecfc-1d30-4119-9aec-cc09584ef3f2","8c42cbac-a691-46a8-8e78-bc62abd553b1","3820da23-caba-4241-a198-e24a1ab3cb83","2c6b2181-cf7a-47bc-8cfd-1088c15f6eef","256c7272-6e23-4196-a59a-6896ad1abc3e","64971db9-6242-42ed-81f1-5274f6f638f0","faa70b39-1929-4d84-a7ca-bbbfc775ea07","e98e388c-a2f4-4843-b1d4-180d883548c9","8cc9e668-0eb9-4786-b9d3-df338991a1d8","c5258e0c-368a-4a61-9873-e377c40d7d74","1381a1b9-8c35-47a5-962e-a0e2fe1d420c","f757a48d-76e9-4fce-b9c9-f069202e1a44","af57c8e8-f655-4901-87b4-0fccc44e3fa3","e005139d-805e-499a-a107-51fb0dc3fc7f","50677bf0-3acc-4058-88cb-64cb254869df","3c6c385b-6235-4df1-a4f1-5ddd36a6abfe","2f16ce43-df17-4cfe-ae62-a62a3c7d5eef","ed53f2b9-10a8-4c9b-a453-f172467d73cf","9973c0e7-15d6-49fc-b40c-b46968bb1780","f626e6f5-5f08-4f9c-bfb4-7f27cc7d09d3","de839c47-441b-4142-9934-e8e68de833ec","99fa8d85-580d-40b6-9861-8ec2034ae61f","bca4db82-0984-4b3a-aeb2-6a04cf58d4b7","394448a9-e0cb-4ce0-872e-908777a83200","942214cd-5acc-4582-bcbe-467643a06a49","15ea6ab6-e462-4ccd-b51b-6514c5b7ce3f","dc46f710-66f2-478f-8eab-1d9090db667f","4be72626-06bc-4f10-883d-b6cf887d0fe1","28915e05-5392-4ccb-b967-1a49cabc8fec","56684c5c-d321-4d2c-be1f-278046624a71","5fc16d3b-5141-4373-913a-5d1e9a058fbf","a3f7a0ba-412f-46e3-90cb-838e1a351773","0bc153bf-33f5-4a94-8772-c05749a3c096","3e3f56ec-9b65-4e89-b4ad-12e1630267f3","be811a85-5693-4315-8cf5-19a5dd47ec75"],"benchmarkVersion":"4-ai-agent-frameworks-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗ |
|---|
| Mention coveragepublic-prompt-brand-mention-coverage | 19.4444percent | measured | Jul 27, 2026 | View source- Source
- Rank.ai Agent Frameworks Prompt Benchmark
- Grade
- A
- Document
- Public Agent Frameworks brand benchmark for 2026-07-27
- Published
- Not specified
- Retrieved
- Jul 27, 2026
- Extraction
- deterministic_public_prompt_benchmark · 4
- Locator
{"corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["50b4facf-0ca0-46d3-b1ae-5ab8b788f220","fdc1ecfc-1d30-4119-9aec-cc09584ef3f2","8c42cbac-a691-46a8-8e78-bc62abd553b1","3820da23-caba-4241-a198-e24a1ab3cb83","2c6b2181-cf7a-47bc-8cfd-1088c15f6eef","256c7272-6e23-4196-a59a-6896ad1abc3e","64971db9-6242-42ed-81f1-5274f6f638f0","faa70b39-1929-4d84-a7ca-bbbfc775ea07","e98e388c-a2f4-4843-b1d4-180d883548c9","8cc9e668-0eb9-4786-b9d3-df338991a1d8","c5258e0c-368a-4a61-9873-e377c40d7d74","1381a1b9-8c35-47a5-962e-a0e2fe1d420c","f757a48d-76e9-4fce-b9c9-f069202e1a44","af57c8e8-f655-4901-87b4-0fccc44e3fa3","e005139d-805e-499a-a107-51fb0dc3fc7f","50677bf0-3acc-4058-88cb-64cb254869df","3c6c385b-6235-4df1-a4f1-5ddd36a6abfe","2f16ce43-df17-4cfe-ae62-a62a3c7d5eef","ed53f2b9-10a8-4c9b-a453-f172467d73cf","9973c0e7-15d6-49fc-b40c-b46968bb1780","f626e6f5-5f08-4f9c-bfb4-7f27cc7d09d3","de839c47-441b-4142-9934-e8e68de833ec","99fa8d85-580d-40b6-9861-8ec2034ae61f","bca4db82-0984-4b3a-aeb2-6a04cf58d4b7","394448a9-e0cb-4ce0-872e-908777a83200","942214cd-5acc-4582-bcbe-467643a06a49","15ea6ab6-e462-4ccd-b51b-6514c5b7ce3f","dc46f710-66f2-478f-8eab-1d9090db667f","4be72626-06bc-4f10-883d-b6cf887d0fe1","28915e05-5392-4ccb-b967-1a49cabc8fec","56684c5c-d321-4d2c-be1f-278046624a71","5fc16d3b-5141-4373-913a-5d1e9a058fbf","a3f7a0ba-412f-46e3-90cb-838e1a351773","0bc153bf-33f5-4a94-8772-c05749a3c096","3e3f56ec-9b65-4e89-b4ad-12e1630267f3","be811a85-5693-4315-8cf5-19a5dd47ec75"],"benchmarkVersion":"4-ai-agent-frameworks-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗ |
|---|
| Gemini recommendation-prompt presencepublic-prompt-gemini-brand-recommendation-presence | 25percent | measured | Jul 27, 2026 | View source- Source
- Rank.ai Agent Frameworks Prompt Benchmark
- Grade
- A
- Document
- Public Agent Frameworks brand benchmark for 2026-07-27
- Published
- Not specified
- Retrieved
- Jul 27, 2026
- Extraction
- deterministic_public_prompt_benchmark · 4
- Locator
{"corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["50b4facf-0ca0-46d3-b1ae-5ab8b788f220","fdc1ecfc-1d30-4119-9aec-cc09584ef3f2","8c42cbac-a691-46a8-8e78-bc62abd553b1","3820da23-caba-4241-a198-e24a1ab3cb83","2c6b2181-cf7a-47bc-8cfd-1088c15f6eef","256c7272-6e23-4196-a59a-6896ad1abc3e","64971db9-6242-42ed-81f1-5274f6f638f0","faa70b39-1929-4d84-a7ca-bbbfc775ea07","e98e388c-a2f4-4843-b1d4-180d883548c9","8cc9e668-0eb9-4786-b9d3-df338991a1d8","c5258e0c-368a-4a61-9873-e377c40d7d74","1381a1b9-8c35-47a5-962e-a0e2fe1d420c","f757a48d-76e9-4fce-b9c9-f069202e1a44","af57c8e8-f655-4901-87b4-0fccc44e3fa3","e005139d-805e-499a-a107-51fb0dc3fc7f","50677bf0-3acc-4058-88cb-64cb254869df","3c6c385b-6235-4df1-a4f1-5ddd36a6abfe","2f16ce43-df17-4cfe-ae62-a62a3c7d5eef","ed53f2b9-10a8-4c9b-a453-f172467d73cf","9973c0e7-15d6-49fc-b40c-b46968bb1780","f626e6f5-5f08-4f9c-bfb4-7f27cc7d09d3","de839c47-441b-4142-9934-e8e68de833ec","99fa8d85-580d-40b6-9861-8ec2034ae61f","bca4db82-0984-4b3a-aeb2-6a04cf58d4b7","394448a9-e0cb-4ce0-872e-908777a83200","942214cd-5acc-4582-bcbe-467643a06a49","15ea6ab6-e462-4ccd-b51b-6514c5b7ce3f","dc46f710-66f2-478f-8eab-1d9090db667f","4be72626-06bc-4f10-883d-b6cf887d0fe1","28915e05-5392-4ccb-b967-1a49cabc8fec","56684c5c-d321-4d2c-be1f-278046624a71","5fc16d3b-5141-4373-913a-5d1e9a058fbf","a3f7a0ba-412f-46e3-90cb-838e1a351773","0bc153bf-33f5-4a94-8772-c05749a3c096","3e3f56ec-9b65-4e89-b4ad-12e1630267f3","be811a85-5693-4315-8cf5-19a5dd47ec75"],"benchmarkVersion":"4-ai-agent-frameworks-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗ |
|---|
| Anthropic recommendation-prompt presencepublic-prompt-anthropic-brand-recommendation-presence | 12.5percent | measured | Jul 27, 2026 | View source- Source
- Rank.ai Agent Frameworks Prompt Benchmark
- Grade
- A
- Document
- Public Agent Frameworks brand benchmark for 2026-07-27
- Published
- Not specified
- Retrieved
- Jul 27, 2026
- Extraction
- deterministic_public_prompt_benchmark · 4
- Locator
{"corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["50b4facf-0ca0-46d3-b1ae-5ab8b788f220","fdc1ecfc-1d30-4119-9aec-cc09584ef3f2","8c42cbac-a691-46a8-8e78-bc62abd553b1","3820da23-caba-4241-a198-e24a1ab3cb83","2c6b2181-cf7a-47bc-8cfd-1088c15f6eef","256c7272-6e23-4196-a59a-6896ad1abc3e","64971db9-6242-42ed-81f1-5274f6f638f0","faa70b39-1929-4d84-a7ca-bbbfc775ea07","e98e388c-a2f4-4843-b1d4-180d883548c9","8cc9e668-0eb9-4786-b9d3-df338991a1d8","c5258e0c-368a-4a61-9873-e377c40d7d74","1381a1b9-8c35-47a5-962e-a0e2fe1d420c","f757a48d-76e9-4fce-b9c9-f069202e1a44","af57c8e8-f655-4901-87b4-0fccc44e3fa3","e005139d-805e-499a-a107-51fb0dc3fc7f","50677bf0-3acc-4058-88cb-64cb254869df","3c6c385b-6235-4df1-a4f1-5ddd36a6abfe","2f16ce43-df17-4cfe-ae62-a62a3c7d5eef","ed53f2b9-10a8-4c9b-a453-f172467d73cf","9973c0e7-15d6-49fc-b40c-b46968bb1780","f626e6f5-5f08-4f9c-bfb4-7f27cc7d09d3","de839c47-441b-4142-9934-e8e68de833ec","99fa8d85-580d-40b6-9861-8ec2034ae61f","bca4db82-0984-4b3a-aeb2-6a04cf58d4b7","394448a9-e0cb-4ce0-872e-908777a83200","942214cd-5acc-4582-bcbe-467643a06a49","15ea6ab6-e462-4ccd-b51b-6514c5b7ce3f","dc46f710-66f2-478f-8eab-1d9090db667f","4be72626-06bc-4f10-883d-b6cf887d0fe1","28915e05-5392-4ccb-b967-1a49cabc8fec","56684c5c-d321-4d2c-be1f-278046624a71","5fc16d3b-5141-4373-913a-5d1e9a058fbf","a3f7a0ba-412f-46e3-90cb-838e1a351773","0bc153bf-33f5-4a94-8772-c05749a3c096","3e3f56ec-9b65-4e89-b4ad-12e1630267f3","be811a85-5693-4315-8cf5-19a5dd47ec75"],"benchmarkVersion":"4-ai-agent-frameworks-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗ |
|---|
| Recommendation-prompt presencepublic-prompt-brand-recommendation-presence | 20.8333percent | measured | Jul 27, 2026 | View source- Source
- Rank.ai Agent Frameworks Prompt Benchmark
- Grade
- A
- Document
- Public Agent Frameworks brand benchmark for 2026-07-27
- Published
- Not specified
- Retrieved
- Jul 27, 2026
- Extraction
- deterministic_public_prompt_benchmark · 4
- Locator
{"corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["50b4facf-0ca0-46d3-b1ae-5ab8b788f220","fdc1ecfc-1d30-4119-9aec-cc09584ef3f2","8c42cbac-a691-46a8-8e78-bc62abd553b1","3820da23-caba-4241-a198-e24a1ab3cb83","2c6b2181-cf7a-47bc-8cfd-1088c15f6eef","256c7272-6e23-4196-a59a-6896ad1abc3e","64971db9-6242-42ed-81f1-5274f6f638f0","faa70b39-1929-4d84-a7ca-bbbfc775ea07","e98e388c-a2f4-4843-b1d4-180d883548c9","8cc9e668-0eb9-4786-b9d3-df338991a1d8","c5258e0c-368a-4a61-9873-e377c40d7d74","1381a1b9-8c35-47a5-962e-a0e2fe1d420c","f757a48d-76e9-4fce-b9c9-f069202e1a44","af57c8e8-f655-4901-87b4-0fccc44e3fa3","e005139d-805e-499a-a107-51fb0dc3fc7f","50677bf0-3acc-4058-88cb-64cb254869df","3c6c385b-6235-4df1-a4f1-5ddd36a6abfe","2f16ce43-df17-4cfe-ae62-a62a3c7d5eef","ed53f2b9-10a8-4c9b-a453-f172467d73cf","9973c0e7-15d6-49fc-b40c-b46968bb1780","f626e6f5-5f08-4f9c-bfb4-7f27cc7d09d3","de839c47-441b-4142-9934-e8e68de833ec","99fa8d85-580d-40b6-9861-8ec2034ae61f","bca4db82-0984-4b3a-aeb2-6a04cf58d4b7","394448a9-e0cb-4ce0-872e-908777a83200","942214cd-5acc-4582-bcbe-467643a06a49","15ea6ab6-e462-4ccd-b51b-6514c5b7ce3f","dc46f710-66f2-478f-8eab-1d9090db667f","4be72626-06bc-4f10-883d-b6cf887d0fe1","28915e05-5392-4ccb-b967-1a49cabc8fec","56684c5c-d321-4d2c-be1f-278046624a71","5fc16d3b-5141-4373-913a-5d1e9a058fbf","a3f7a0ba-412f-46e3-90cb-838e1a351773","0bc153bf-33f5-4a94-8772-c05749a3c096","3e3f56ec-9b65-4e89-b4ad-12e1630267f3","be811a85-5693-4315-8cf5-19a5dd47ec75"],"benchmarkVersion":"4-ai-agent-frameworks-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗ |
|---|
| Anthropic citation sharepublic-prompt-anthropic-brand-citation-share | 9.0909percent | derived | Jul 27, 2026 | View source- Source
- Rank.ai Agent Frameworks Prompt Benchmark
- Grade
- A
- Document
- Public Agent Frameworks brand benchmark for 2026-07-27
- Published
- Not specified
- Retrieved
- Jul 27, 2026
- Extraction
- deterministic_public_prompt_benchmark · 4
- Locator
{"corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["50b4facf-0ca0-46d3-b1ae-5ab8b788f220","fdc1ecfc-1d30-4119-9aec-cc09584ef3f2","8c42cbac-a691-46a8-8e78-bc62abd553b1","3820da23-caba-4241-a198-e24a1ab3cb83","2c6b2181-cf7a-47bc-8cfd-1088c15f6eef","256c7272-6e23-4196-a59a-6896ad1abc3e","64971db9-6242-42ed-81f1-5274f6f638f0","faa70b39-1929-4d84-a7ca-bbbfc775ea07","e98e388c-a2f4-4843-b1d4-180d883548c9","8cc9e668-0eb9-4786-b9d3-df338991a1d8","c5258e0c-368a-4a61-9873-e377c40d7d74","1381a1b9-8c35-47a5-962e-a0e2fe1d420c","f757a48d-76e9-4fce-b9c9-f069202e1a44","af57c8e8-f655-4901-87b4-0fccc44e3fa3","e005139d-805e-499a-a107-51fb0dc3fc7f","50677bf0-3acc-4058-88cb-64cb254869df","3c6c385b-6235-4df1-a4f1-5ddd36a6abfe","2f16ce43-df17-4cfe-ae62-a62a3c7d5eef","ed53f2b9-10a8-4c9b-a453-f172467d73cf","9973c0e7-15d6-49fc-b40c-b46968bb1780","f626e6f5-5f08-4f9c-bfb4-7f27cc7d09d3","de839c47-441b-4142-9934-e8e68de833ec","99fa8d85-580d-40b6-9861-8ec2034ae61f","bca4db82-0984-4b3a-aeb2-6a04cf58d4b7","394448a9-e0cb-4ce0-872e-908777a83200","942214cd-5acc-4582-bcbe-467643a06a49","15ea6ab6-e462-4ccd-b51b-6514c5b7ce3f","dc46f710-66f2-478f-8eab-1d9090db667f","4be72626-06bc-4f10-883d-b6cf887d0fe1","28915e05-5392-4ccb-b967-1a49cabc8fec","56684c5c-d321-4d2c-be1f-278046624a71","5fc16d3b-5141-4373-913a-5d1e9a058fbf","a3f7a0ba-412f-46e3-90cb-838e1a351773","0bc153bf-33f5-4a94-8772-c05749a3c096","3e3f56ec-9b65-4e89-b4ad-12e1630267f3","be811a85-5693-4315-8cf5-19a5dd47ec75"],"benchmarkVersion":"4-ai-agent-frameworks-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗ |
|---|
| Reviewed-brand presence sharepublic-prompt-brand-mention-share | 10percent | derived | Jul 27, 2026 | View source- Source
- Rank.ai Agent Frameworks Prompt Benchmark
- Grade
- A
- Document
- Public Agent Frameworks brand benchmark for 2026-07-27
- Published
- Not specified
- Retrieved
- Jul 27, 2026
- Extraction
- deterministic_public_prompt_benchmark · 4
- Locator
{"corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["50b4facf-0ca0-46d3-b1ae-5ab8b788f220","fdc1ecfc-1d30-4119-9aec-cc09584ef3f2","8c42cbac-a691-46a8-8e78-bc62abd553b1","3820da23-caba-4241-a198-e24a1ab3cb83","2c6b2181-cf7a-47bc-8cfd-1088c15f6eef","256c7272-6e23-4196-a59a-6896ad1abc3e","64971db9-6242-42ed-81f1-5274f6f638f0","faa70b39-1929-4d84-a7ca-bbbfc775ea07","e98e388c-a2f4-4843-b1d4-180d883548c9","8cc9e668-0eb9-4786-b9d3-df338991a1d8","c5258e0c-368a-4a61-9873-e377c40d7d74","1381a1b9-8c35-47a5-962e-a0e2fe1d420c","f757a48d-76e9-4fce-b9c9-f069202e1a44","af57c8e8-f655-4901-87b4-0fccc44e3fa3","e005139d-805e-499a-a107-51fb0dc3fc7f","50677bf0-3acc-4058-88cb-64cb254869df","3c6c385b-6235-4df1-a4f1-5ddd36a6abfe","2f16ce43-df17-4cfe-ae62-a62a3c7d5eef","ed53f2b9-10a8-4c9b-a453-f172467d73cf","9973c0e7-15d6-49fc-b40c-b46968bb1780","f626e6f5-5f08-4f9c-bfb4-7f27cc7d09d3","de839c47-441b-4142-9934-e8e68de833ec","99fa8d85-580d-40b6-9861-8ec2034ae61f","bca4db82-0984-4b3a-aeb2-6a04cf58d4b7","394448a9-e0cb-4ce0-872e-908777a83200","942214cd-5acc-4582-bcbe-467643a06a49","15ea6ab6-e462-4ccd-b51b-6514c5b7ce3f","dc46f710-66f2-478f-8eab-1d9090db667f","4be72626-06bc-4f10-883d-b6cf887d0fe1","28915e05-5392-4ccb-b967-1a49cabc8fec","56684c5c-d321-4d2c-be1f-278046624a71","5fc16d3b-5141-4373-913a-5d1e9a058fbf","a3f7a0ba-412f-46e3-90cb-838e1a351773","0bc153bf-33f5-4a94-8772-c05749a3c096","3e3f56ec-9b65-4e89-b4ad-12e1630267f3","be811a85-5693-4315-8cf5-19a5dd47ec75"],"benchmarkVersion":"4-ai-agent-frameworks-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗ |
|---|
| Citation sharepublic-prompt-brand-citation-share | 8.8235percent | derived | Jul 27, 2026 | View source- Source
- Rank.ai Agent Frameworks Prompt Benchmark
- Grade
- A
- Document
- Public Agent Frameworks brand benchmark for 2026-07-27
- Published
- Not specified
- Retrieved
- Jul 27, 2026
- Extraction
- deterministic_public_prompt_benchmark · 4
- Locator
{"corpusVersion":"ai-agent-frameworks-2026-07-27","runArtifactIds":["50b4facf-0ca0-46d3-b1ae-5ab8b788f220","fdc1ecfc-1d30-4119-9aec-cc09584ef3f2","8c42cbac-a691-46a8-8e78-bc62abd553b1","3820da23-caba-4241-a198-e24a1ab3cb83","2c6b2181-cf7a-47bc-8cfd-1088c15f6eef","256c7272-6e23-4196-a59a-6896ad1abc3e","64971db9-6242-42ed-81f1-5274f6f638f0","faa70b39-1929-4d84-a7ca-bbbfc775ea07","e98e388c-a2f4-4843-b1d4-180d883548c9","8cc9e668-0eb9-4786-b9d3-df338991a1d8","c5258e0c-368a-4a61-9873-e377c40d7d74","1381a1b9-8c35-47a5-962e-a0e2fe1d420c","f757a48d-76e9-4fce-b9c9-f069202e1a44","af57c8e8-f655-4901-87b4-0fccc44e3fa3","e005139d-805e-499a-a107-51fb0dc3fc7f","50677bf0-3acc-4058-88cb-64cb254869df","3c6c385b-6235-4df1-a4f1-5ddd36a6abfe","2f16ce43-df17-4cfe-ae62-a62a3c7d5eef","ed53f2b9-10a8-4c9b-a453-f172467d73cf","9973c0e7-15d6-49fc-b40c-b46968bb1780","f626e6f5-5f08-4f9c-bfb4-7f27cc7d09d3","de839c47-441b-4142-9934-e8e68de833ec","99fa8d85-580d-40b6-9861-8ec2034ae61f","bca4db82-0984-4b3a-aeb2-6a04cf58d4b7","394448a9-e0cb-4ce0-872e-908777a83200","942214cd-5acc-4582-bcbe-467643a06a49","15ea6ab6-e462-4ccd-b51b-6514c5b7ce3f","dc46f710-66f2-478f-8eab-1d9090db667f","4be72626-06bc-4f10-883d-b6cf887d0fe1","28915e05-5392-4ccb-b967-1a49cabc8fec","56684c5c-d321-4d2c-be1f-278046624a71","5fc16d3b-5141-4373-913a-5d1e9a058fbf","a3f7a0ba-412f-46e3-90cb-838e1a351773","0bc153bf-33f5-4a94-8772-c05749a3c096","3e3f56ec-9b65-4e89-b4ad-12e1630267f3","be811a85-5693-4315-8cf5-19a5dd47ec75"],"benchmarkVersion":"4-ai-agent-frameworks-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗ |
|---|
