How often three model APIs name or cite each model and API platform when asked a fixed, public set of buying questions.
Brand leaderboards
AI brand engine breadth
17 companies ranked by how many AI engines name them.
3 engines
OpenAI ranks first
Engine breadth
17
Companies ranked
Sep 10
Snapshot recorded
2026 · Rotating schedule
3
Answers behind each row
From the OpenAI, Anthropic and Google model APIs
All 17 companies by engine breadth
OpenAI leads at 3 engines; the middle of the board sits at 3.
- Ahead of second place
- 0
- Held by the top three
- 22%
- Middle of the board
- 3
- Below half the leader
- 1 of 17
Rank, name and engine breadthMiddle 3
- 1OpenAI3 engines
- 2Anthropic3 engines
- 3Google Gemini3 engines
- 4Hugging Face3 engines
- 5Fireworks AI3 engines
- 6Together AI3 engines
- 7Mistral AI3 engines
- 8OpenRouter3 engines
- 9DeepSeek3 engines
- 10Microsoft Azure AI2 engines
- 11Groq2 engines
- 12Cohere2 engines
- 13Amazon Bedrock2 engines
- 14Cerebras2 engines
- 15Replicate2 engines
- 16xAI2 engines
- 17Perplexity AI0 engines
engines: 3 on 9 of 17 rows · 3 checks behind each row · 100% confidence across rows.
| Rank | Name | Engine breadth | Mention coverage | Share of names | Cited as source | Change | Why |
|---|---|---|---|---|---|---|---|
| 01 | OpenAI | 3 engines | 55% · 33 / 60 | 18.86% · 33 / 175 | 32.43% · 12 / 37 | This rankMy rank | |
| 02 | Anthropic | 3 engines | 38.33% · 23 / 60 | 13.14% · 23 / 175 | 0% · 0 / 37 | This rankMy rank | |
| 03 | Google Gemini | 3 engines | 36.67% · 22 / 60 | 12.57% · 22 / 175 | 2.7% · 1 / 37 | This rankMy rank | |
| 04 | Hugging Face | 3 engines | 20% · 12 / 60 | 6.86% · 12 / 175 | 5.41% · 2 / 37 | 2 | This rankMy rank |
| 05 | Fireworks AI | 3 engines | 20% · 12 / 60 | 6.86% · 12 / 175 | 24.32% · 9 / 37 | This rankMy rank | |
| 06 | Together AI | 3 engines | 21.67% · 13 / 60 | 7.43% · 13 / 175 | 18.92% · 7 / 37 | 2 | This rankMy rank |
| 07 | Mistral AI | 3 engines | 20% · 12 / 60 | 6.86% · 12 / 175 | 0% · 0 / 37 | This rankMy rank | |
| 08 | OpenRouter | 3 engines | 15% · 9 / 60 | 5.14% · 9 / 175 | 5.41% · 2 / 37 | This rankMy rank | |
| 09 | DeepSeek | 3 engines | 11.67% · 7 / 60 | 4% · 7 / 175 | 0% · 0 / 37 | 1 | This rankMy rank |
| 10 | Microsoft Azure AI | 2 engines | 16.67% · 10 / 60 | 5.71% · 10 / 175 | 8.11% · 3 / 37 | 2 | This rankMy rank |
| 11 | Groq | 2 engines | 10% · 6 / 60 | 3.43% · 6 / 175 | 0% · 0 / 37 | 2 | This rankMy rank |
| 12 | Cohere | 2 engines | 8.33% · 5 / 60 | 2.86% · 5 / 175 | 2.7% · 1 / 37 | 1 | This rankMy rank |
| 13 | Amazon Bedrock | 2 engines | 8.33% · 5 / 60 | 2.86% · 5 / 175 | 0% · 0 / 37 | 1 | ShowingMy rank |
| 14 | Cerebras | 2 engines | 3.33% · 2 / 60 | 1.14% · 2 / 175 | 0% · 0 / 37 | 1 | This rankMy rank |
| 15 | Replicate | 2 engines | 3.33% · 2 / 60 | 1.14% · 2 / 175 | 0% · 0 / 37 | 4 | This rankMy rank |
| 16 | xAI | 2 engines | 3.33% · 2 / 60 | 1.14% · 2 / 175 | 0% · 0 / 37 | 1 | This rankMy rank |
| 17 | Perplexity AI | 0 engines | 0% · 0 / 60 | 0% · 0 / 175 | 0% · 0 / 37 | 1 | This rankMy rank |
Why this rank
Amazon Bedrock on AI Brand Engine Breadth
Snapshot of Sep 10, 2026, 12:00 AM UTC · Link to this snapshot
Ranks a reviewed AI API Brands brand universe using a fixed, public set of neutral commercial prompts across 3 AI providers.
13
Rank on this board
2 engines
Score
3
Answers behind the score
100% confidence · 1 of 1 components evidenced
What the score is built from
1 of 1 evidencedEvery component evidenced · 1 evidence record each
| Component | Value | Contribution |
|---|---|---|
| Engine breadth | 2 | 2 |
Moved up since the previous snapshot
+1 places- OpenAI brand recommendation presence16.667 to 0-16.667
- Recommendation presence11.111 to 5.556-5.556
- OpenAI brand citation share5.263 to 0-5.263
- Citation share5.128 to 0-5.128
- Gemini brand citation share5 to 0-5
- OpenAI brand mention coverage15 to 10-5
- Mention coverage10 to 8.333-1.667
- Mention share3.297 to 2.857-0.44
- Anthropic brand mention coverage0 to 00
- Anthropic brand recommendation presence0 to 00
- Engine breadth2 to 20
- Gemini brand mention coverage15 to 150
- Gemini brand recommendation presence16.667 to 16.6670
Where each number comes from
13 public recordsAnthropic mention coverageAnthropic brand mention coverage · observed Sep 10, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI API Brands Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
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Anthropic recommendation-prompt presenceAnthropic brand recommendation presence · observed Sep 10, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI API Brands Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-model-api-platforms-2026-07-26","runArtifactIds":["bed675b4-80df-435a-b299-4c57d81da036","9b50c90a-9d06-4415-a19d-73d3d5d67a17","be62b61b-6110-435f-8c4b-b201d7f9b05b","0a333155-083a-4337-a624-68505becdc17","693ba6c1-5168-4cd8-95a9-051fbb17acb4","56d0f7c1-553c-42d5-9d85-44d4a3ad05b4","4db54d7e-2f2d-4452-b3e3-74706782aa6f","9d1212d8-8f69-4759-ae64-c9ea59d4d8c4","6342061c-6f59-4d46-8969-d14e3312be1d","f9c48b0c-6578-4d74-85f2-a1dcb5a37b18","9c0daf05-d84b-4894-9f41-33c5e7b5fce2","ac1a51e8-8503-4bde-a2c4-5c4f7992d776","bbfa2865-822f-49ee-b4ff-70301286b3c1","fbfa43cf-01bc-45a2-95dc-88a5d215e974","68d77028-65fd-429a-bf33-5db6561afb4c","fd62d851-2cae-453a-9ac6-5c0fee210bf7","16f18b8c-2288-4383-bca8-3ad4b2530356","ab4215d7-9d55-4455-b44e-9dff4674c6f2","7a437849-5976-4817-bfa6-89d224e5e988","044de9ef-8a67-458a-a7c2-2c3e6a4255b3","d2351fe4-d4a6-42e2-9d97-f42c49a07b42","c354a0be-7a17-4ade-b463-5076169a254a","2bc8e7a9-a1c5-495f-8118-0e9c8c7c2439","f879121a-1879-47d7-b58b-0a819b5b66e4","28ea656e-00d1-49f8-be1b-b75373724a98","c13a822d-0bfb-45bb-8efb-d3a973bb5bab","fac34ef2-17d3-4193-83b5-01fcc72d680b","1eb1e3f9-bfe9-4908-b277-b333f567e3fb","0e6118d7-2897-48b0-acf2-402a23774e4d","4e0dc99a-e1b9-4a74-99fd-574a92fc135a","c88f5127-d0e9-4cf2-ac00-6803e6908156","8ddca2b9-8d84-4e09-bfe6-4967c8c1d03d","4e268815-712a-4be6-949f-bd88280ec238","3f8f011f-92ef-4c90-8e3b-1e888a608e84","455a5df0-75a6-431e-8e36-413bac1b76f4","eba5dc63-5347-459c-a7f5-c32a9537d90d","107230ae-c958-4a88-9d34-39e910a4217d","5b12e6e1-7ab0-416a-9eb5-b7955f7e9389","5209b766-40fc-47da-a834-79f82f3af083","686f8f70-6f6f-46db-89a7-51ed7d8e0acd","4026a42a-da9a-4f18-bb08-8440bea4078d","e717d668-8c5d-433b-a891-fa8dd577bf9a","7e048177-2819-4be1-bbaa-717f70e668d0","f2ad7cf0-0749-491a-ac3a-3e267c9c03d0","fd55d3c2-8319-4147-9cc4-f27b94a0a256","f449786e-f01e-47ba-ae7a-e5c2d6aaf804","f1d9b588-7153-4e77-8dfe-17680a5fbcf9","ace7ebc4-bf74-4027-9530-39a900dbc41a","9356f8c2-dfc7-4251-a722-dff29eef74fa","90afb246-464c-438b-8a23-931725adb1be","8f8b4ddd-4dd0-42c8-af55-7c01bea9ef6a","4679fc08-ecd1-464d-b81a-a88306c615b2","76262d19-2e80-4015-b4cc-59dfa99a6fbf","2e316595-e3fe-4c1b-ab76-f4d1ca4e5075","5a9ae728-8d13-487d-966d-d5a4f3e16564","7e940125-38e0-4277-a8bd-a7192c01ee07","ca8404e0-4915-4cea-84b2-300678073392","e8484a34-b888-4641-b58d-ae47905f1f9d","b1464397-7643-46b0-b84f-02bca81533bb","17c3c4df-f5f2-4a44-9545-24ff613b500c"],"benchmarkVersion":"4-ai-model-api-platforms-2026-07-26-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Citation shareCitation share · observed Sep 10, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI API Brands Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
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Engine breadthEngine breadth · observed Sep 10, 2026, 12:00 AM UTC2 engines100% confidence
- Source
- Rank.ai AI API Brands Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
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Mention coverageMention coverage · observed Sep 10, 2026, 12:00 AM UTC8.333 percent100% confidence
- Source
- Rank.ai AI API Brands Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
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Reviewed-brand presence shareMention share · observed Sep 10, 2026, 12:00 AM UTC2.857 percent100% confidence
- Source
- Rank.ai AI API Brands Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
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Recommendation-prompt presenceRecommendation presence · observed Sep 10, 2026, 12:00 AM UTC5.556 percent100% confidence
- Source
- Rank.ai AI API Brands Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
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Gemini citation shareGemini brand citation share · observed Sep 10, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI API Brands Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
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Gemini mention coverageGemini brand mention coverage · observed Sep 10, 2026, 12:00 AM UTC15 percent100% confidence
- Source
- Rank.ai AI API Brands Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
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Gemini recommendation-prompt presenceGemini brand recommendation presence · observed Sep 10, 2026, 12:00 AM UTC16.667 percent100% confidence
- Source
- Rank.ai AI API Brands Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-model-api-platforms-2026-07-26","runArtifactIds":["bed675b4-80df-435a-b299-4c57d81da036","9b50c90a-9d06-4415-a19d-73d3d5d67a17","be62b61b-6110-435f-8c4b-b201d7f9b05b","0a333155-083a-4337-a624-68505becdc17","693ba6c1-5168-4cd8-95a9-051fbb17acb4","56d0f7c1-553c-42d5-9d85-44d4a3ad05b4","4db54d7e-2f2d-4452-b3e3-74706782aa6f","9d1212d8-8f69-4759-ae64-c9ea59d4d8c4","6342061c-6f59-4d46-8969-d14e3312be1d","f9c48b0c-6578-4d74-85f2-a1dcb5a37b18","9c0daf05-d84b-4894-9f41-33c5e7b5fce2","ac1a51e8-8503-4bde-a2c4-5c4f7992d776","bbfa2865-822f-49ee-b4ff-70301286b3c1","fbfa43cf-01bc-45a2-95dc-88a5d215e974","68d77028-65fd-429a-bf33-5db6561afb4c","fd62d851-2cae-453a-9ac6-5c0fee210bf7","16f18b8c-2288-4383-bca8-3ad4b2530356","ab4215d7-9d55-4455-b44e-9dff4674c6f2","7a437849-5976-4817-bfa6-89d224e5e988","044de9ef-8a67-458a-a7c2-2c3e6a4255b3","d2351fe4-d4a6-42e2-9d97-f42c49a07b42","c354a0be-7a17-4ade-b463-5076169a254a","2bc8e7a9-a1c5-495f-8118-0e9c8c7c2439","f879121a-1879-47d7-b58b-0a819b5b66e4","28ea656e-00d1-49f8-be1b-b75373724a98","c13a822d-0bfb-45bb-8efb-d3a973bb5bab","fac34ef2-17d3-4193-83b5-01fcc72d680b","1eb1e3f9-bfe9-4908-b277-b333f567e3fb","0e6118d7-2897-48b0-acf2-402a23774e4d","4e0dc99a-e1b9-4a74-99fd-574a92fc135a","c88f5127-d0e9-4cf2-ac00-6803e6908156","8ddca2b9-8d84-4e09-bfe6-4967c8c1d03d","4e268815-712a-4be6-949f-bd88280ec238","3f8f011f-92ef-4c90-8e3b-1e888a608e84","455a5df0-75a6-431e-8e36-413bac1b76f4","eba5dc63-5347-459c-a7f5-c32a9537d90d","107230ae-c958-4a88-9d34-39e910a4217d","5b12e6e1-7ab0-416a-9eb5-b7955f7e9389","5209b766-40fc-47da-a834-79f82f3af083","686f8f70-6f6f-46db-89a7-51ed7d8e0acd","4026a42a-da9a-4f18-bb08-8440bea4078d","e717d668-8c5d-433b-a891-fa8dd577bf9a","7e048177-2819-4be1-bbaa-717f70e668d0","f2ad7cf0-0749-491a-ac3a-3e267c9c03d0","fd55d3c2-8319-4147-9cc4-f27b94a0a256","f449786e-f01e-47ba-ae7a-e5c2d6aaf804","f1d9b588-7153-4e77-8dfe-17680a5fbcf9","ace7ebc4-bf74-4027-9530-39a900dbc41a","9356f8c2-dfc7-4251-a722-dff29eef74fa","90afb246-464c-438b-8a23-931725adb1be","8f8b4ddd-4dd0-42c8-af55-7c01bea9ef6a","4679fc08-ecd1-464d-b81a-a88306c615b2","76262d19-2e80-4015-b4cc-59dfa99a6fbf","2e316595-e3fe-4c1b-ab76-f4d1ca4e5075","5a9ae728-8d13-487d-966d-d5a4f3e16564","7e940125-38e0-4277-a8bd-a7192c01ee07","ca8404e0-4915-4cea-84b2-300678073392","e8484a34-b888-4641-b58d-ae47905f1f9d","b1464397-7643-46b0-b84f-02bca81533bb","17c3c4df-f5f2-4a44-9545-24ff613b500c"],"benchmarkVersion":"4-ai-model-api-platforms-2026-07-26-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
OpenAI citation shareOpenAI brand citation share · observed Sep 10, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI API Brands Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
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OpenAI mention coverageOpenAI brand mention coverage · observed Sep 10, 2026, 12:00 AM UTC10 percent100% confidence
- Source
- Rank.ai AI API Brands Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
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OpenAI recommendation-prompt presenceOpenAI brand recommendation presence · observed Sep 10, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI API Brands Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
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More in Brand leaderboards
Recommendation share, prominence, citations, sentiment, and competitive wins.
Reviewed brands ranked by the share of all the category's answers that name or cite them.
Reviewed brands ranked by answer-level citations to their reviewed domains.
See how often AI names you.
Enter your website. In about two minutes, Rank.ai asks ChatGPT, Claude and Gemini 12 questions your customers ask and grades how often they name you.
- Your grade out of 100How often AI names you, cites your site, and how high it ranks you.
- Who gets namedEvery competitor in the answers, most named first.
- The pages AI readsThe sources behind each answer.
- Three fixesWhat to fix first, with a brief for the first article.