# PR and media monitoring for enterprise buyers: what AI models recommend, November 2026

Gane Index, November 2026 Edition. Asked as "PR and media monitoring platform" and as "press outreach and media monitoring tool", six framings each, to fourteen models with search on, on behalf of an enterprise B2B company. Page: https://www.gane.ai/index/gtm/marketing/pr-and-media-monitoring/enterprise

**Standing:** Meltwater leads with 52% of first choices; verdict clear leader. 56 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Meltwater](https://www.gane.ai/index/gtm/vendors/meltwater/index.md) | 52% | 22% | 77 |
| 2 | [CisionOne](https://www.gane.ai/index/gtm/vendors/cisionone/index.md) | 21% | 23% | 71 |
| 3 | [Muck Rack](https://www.gane.ai/index/gtm/vendors/muck-rack/index.md) | 5% | 23% | 52 |
| 4 | [Onclusive](https://www.gane.ai/index/gtm/vendors/onclusive/index.md) | 5% | 11% | 27 |
| 5 | [Brand24](https://www.gane.ai/index/gtm/vendors/brand24/index.md) | 5% | 50% | 18 |
| 6 | [Brandwatch](https://www.gane.ai/index/gtm/vendors/brandwatch/index.md) | 2% | 21% | 38 |
| 7 | [Signal AI](https://www.gane.ai/index/gtm/vendors/signal-ai/index.md) | 2% | 0% | 18 |
| 8 | [Talkwalker](https://www.gane.ai/index/gtm/vendors/talkwalker/index.md) | 2% | 16% | 25 |
| 12 | [Agility PR Solutions](https://www.gane.ai/index/gtm/vendors/agility-pr-solutions/index.md) | 0% | 6% | 16 |

Rank is by share of first choices among all 46 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: Meltwater; alternatives CisionOne, Onclusive, Talkwalker
- GPT-5.4 mini: Muck Rack; alternatives CisionOne, Meltwater, Signal AI
- Gemini 3.5 Flash: Meltwater; alternatives CisionOne, Onclusive, Signal AI, Sprinklr Insights
- Perplexity Sonar: Meltwater; alternatives Brandwatch, CisionOne
- Grok 4.20: Meltwater; alternatives Brandwatch, CisionOne
- Mistral Small: Meltwater; alternatives Brand24, CisionOne, Muck Rack, Semrush AI PR Toolkit
- DeepSeek V4 Flash: Meltwater; alternatives CisionOne, Muck Rack, Signal AI
- Llama 4 Maverick: Meltwater
- Qwen 3.7 Flash: Meltwater; alternatives Cision One, Muck Rack
- Kimi K2: Meltwater, Muck Rack; alternatives CisionOne
- GLM 4.7 FlashX: Meltwater; alternatives Agility PR Solutions, CisionOne
- MiniMax M2.5: CisionOne, Meltwater; alternatives Brandwatch, Onclusive
- GPT-6 Luna: Meltwater; alternatives CisionOne, Muck Rack
- Muse Glimmer 30B: CisionOne, Meltwater; alternatives Agility PR Solutions, Brandwatch, Lumen, Muck Rack

## Sources the answers cite

74 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- g2.com: 34 answers, 61 citations
- meltwater.com: 30 answers, 42 citations
- brand24.com: 29 answers, 36 citations
- pr.co: 28 answers, 39 citations
- cision.com: 22 answers, 32 citations
- agilitypr.com: 22 answers, 27 citations
- linkedin.com: 21 answers, 22 citations
- guideflow.com: 19 answers, 28 citations

Pages named in the most answers:

- https://brand24.com/blog/best-pr-monitoring-tools (22 answers)
- https://linkedin.com/pulse/media-monitoring-showdown-which-tools-truly-deliver-muhammad-farhan-8gvee (20 answers)
- https://pr.co/pr-resources/best-pr-tools (17 answers)
- https://cloro.dev/blog/media-monitoring-tools (16 answers)
- https://blog.hubspot.com/agency/tools-for-public-relations (15 answers)
- https://learn.g2.com/best-media-monitoring-software (14 answers)
- https://onclusive.com/resources/blog/media-monitoring-tools-2026 (14 answers)
- https://peakmetrics.com/guides/media-monitoring-tools (14 answers)
- https://gane.ai/index/gtm/marketing/pr-and-media-monitoring/enterprise (12 answers)
- https://guideflow.com/blog/media-monitoring-software (12 answers)

## Warned against

- CisionOne: 16 of 71 labels negative. "Quote-only pricing with mandatory annual contracts and no transparent entry point... "Steep learning curve and a sales-heavy buying process"" (Muse Glimmer 30B, negative prompt)
- Meltwater: 17 of 77 labels negative. "Platforms to Approach with Caution or Avoid for Large Enterprises - Meltwater: ... Better suited for mid-market than true global enterprises" (Grok 4.20, negative prompt)
- Muck Rack: 12 of 52 labels negative. "Avoid: Per-user pricing (Muck Rack) or anything that bills per keyword/mention volume" (DeepSeek V4 Flash, budget prompt)
- Brandwatch: 8 of 38 labels negative. "For pure news/PR monitoring, buyers find the consumer-intelligence focus raises cost without proportional press coverage value." (Muse Glimmer 30B, negative prompt)

## Movement since October 2026

Floor: 11 points of share, measured on the calibration repeat.
Same leader: Meltwater at 52%.

- Muck Rack: 12% to 5%, −7. Inside the floor by 4 points · rank 3 of 46, unchanged.
- Meltwater: 46% to 52%, +6. Inside the floor by 5 points · rank 1 of 46, unchanged.
- CisionOne: 25% to 21%, −4. Inside the floor by 7 points · rank 2 of 46, unchanged.
- Onclusive: 2% to 5%, +3. Inside the floor by 8 points · rank 5 → 4 of 46.
- Brandwatch: 0% to 2%, +2. Inside the floor by 9 points · rank 13 → 6 of 46.
- Signal AI: 0% to 2%, +2. Inside the floor by 9 points · rank 16 → 7 of 46.
- Talkwalker: 0% to 2%, +2. Inside the floor by 9 points · rank 14 → 8 of 46.
- Agility PR Solutions: 2% to 0%, −2. Inside the floor by 9 points · rank 6 → 12 of 46.
- Sprinklr Insights: 2% to 0%, −2. Inside the floor by 9 points · rank 7 → 17 of 46.
- Brand24: 4% to 5%, +1. Inside the floor by 10 points · rank 4 → 5 of 46.

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.