PR and media monitoring for enterprise buyers
Asked as “PR and media monitoring platform”, and as “press outreach and media monitoring tool”, on behalf of an enterprise B2B company. 56 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
52%
Clear leader
52Meltwater21CisionOne05Brand2421others
52% of first choices, clear leader.
Since October 2026▲+6Since October 2026: 46% → 52%, +6 points. Inside the 11-point floor: within noise.Meltwater held the lead, +6 points on 46%, inside the 11-point floor.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
Small business
Brand2445%Clear leader▲+13Since October 2026: 32% → 45%, +13 points. Past the 11-point floor: movement.Standing →Mid-market
Muck Rack42%Clear leader▲+12Since October 2026: 30% → 42%, +12 points. Past the 11-point floor: movement.Standing →Enterprise
Meltwater52%Clear leader▲+6Since October 2026: 46% → 52%, +6 points. Inside the 11-point floor: within noise.This page
Brand2445%Clear leader▲+13Since October 2026: 32% → 45%, +13 points. Past the 11-point floor: movement.Standing →Mid-marketMuck Rack42%Clear leader▲+12Since October 2026: 30% → 42%, +12 points. Past the 11-point floor: movement.Standing →EnterpriseMeltwater52%Clear leader▲+6Since October 2026: 46% → 52%, +6 points. Inside the 11-point floor: within noise.This pageThe standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01Meltwater52%22%77endorsed leader▲+6Since October 2026: 46% → 52%, +6 points. Inside the 11-point floor: within noise.46% → 52%
Meltwater52%22%77endorsed leader▲+6Since October 2026: 46% → 52%, +6 points. Inside the 11-point floor: within noise.46% → 52%02
CisionOne21%23%71accepted challenger▼−4Since October 2026: 25% → 21%, −4 points. Inside the 11-point floor: within noise.25% → 21%
CisionOne21%23%71accepted challenger▼−4Since October 2026: 25% → 21%, −4 points. Inside the 11-point floor: within noise.25% → 21%03Muck Rack5%23%52accepted challenger▼−7Since October 2026: 12% → 5%, −7 points. Inside the 11-point floor: within noise.12% → 5%
Muck Rack5%23%52accepted challenger▼−7Since October 2026: 12% → 5%, −7 points. Inside the 11-point floor: within noise.12% → 5%04
Onclusive5%11%27accepted challenger▲+3Since October 2026: 2% → 5%, +3 points. Inside the 11-point floor: within noise.2% → 5%
Onclusive5%11%27accepted challenger▲+3Since October 2026: 2% → 5%, +3 points. Inside the 11-point floor: within noise.2% → 5%05Brand245%50%18criticized challenger▲+1Since October 2026: 4% → 5%, +1 point. Inside the 11-point floor: within noise.4% → 5%
Brand245%50%18criticized challenger▲+1Since October 2026: 4% → 5%, +1 point. Inside the 11-point floor: within noise.4% → 5%06
Brandwatch2%21%38accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%
Brandwatch2%21%38accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%07
Signal AI2%0%18accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%
Signal AI2%0%18accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%08
Talkwalker2%16%25accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%
Talkwalker2%16%25accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%Show the one product at 0%, ordered by negative rate
09
Agility PR Solutions0%6%16accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%
Agility PR Solutions0%6%16accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one can't be told apart from repeat variation, and both are shown. Each index measures its own floor from its own repeat, over its own categories, so the floor differs from one index to the next. Both editions asked the same fourteen models. How the floor is measured
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
Head to headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not enterprise.
All twenty-eight head-to-head pages: the top eight products, each against each
Muck Rack vs Agility PR SolutionsMuck Rack vs AwarioMuck Rack vs CisionOneMuck Rack vs Google AlertsBrand24 vs Semrush AI PR ToolkitBrand24 vs MeltwaterBrand24 vs Agility PR SolutionsBrand24 vs AwarioBrand24 vs CisionOneBrand24 vs Google AlertsSemrush AI PR Toolkit vs MeltwaterSemrush AI PR Toolkit vs Agility PR SolutionsSemrush AI PR Toolkit vs AwarioSemrush AI PR Toolkit vs CisionOneSemrush AI PR Toolkit vs Google AlertsMeltwater vs Agility PR SolutionsMeltwater vs AwarioMeltwater vs CisionOneMeltwater vs Google AlertsAgility PR Solutions vs AwarioAgility PR Solutions vs CisionOneAgility PR Solutions vs Google AlertsAwario vs CisionOneAwario vs Google AlertsCisionOne vs Google Alerts
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
010203040506070809Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative70%
Key
01Meltwater52%
Meltwater52%02CisionOne21%
CisionOne21%03Muck Rack5%
Muck Rack5%04Onclusive5%
Onclusive5%05Brand245%
Brand245%06Brandwatch2%
Brandwatch2%07Signal AI2%
Signal AI2%08Talkwalker2%
Talkwalker2%09Agility PR Solutions0%
Agility PR Solutions0%What they warned about
Five of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Grok 4.20, Qwen 3.7 Flash, Kimi K2, MiniMax M2.5, GPT-6 Luna and Muse Glimmer 30B changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
CisionOne23%
16 of 71 labels negative · 13 of 14 models · 4 hard 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
Meltwater22%
17 of 77 labels negative · 13 of 14 models · 4 hard 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 Rack23%
12 of 52 labels negative · 8 of 14 models · 3 hard negative
“Avoid: Per-user pricing (Muck Rack) or anything that bills per keyword/mention volume” DeepSeek V4 Flash, budget prompt
Brandwatch21%
8 of 38 labels negative · 7 of 14 models · 2 hard negative
“For pure news/PR monitoring, buyers find the consumer-intelligence focus raises cost without proportional press coverage value.” Muse Glimmer 30B, negative prompt
What they cite
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted.
Sites the answers cite
74 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 923 links across 217 sites, every framing counted. Ranked by the number of answers carrying the site or page. 45 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.
34 answers · 61 citations · 14 models
vendor site · Meltwater30 answers · 42 citations · 12 models
vendor site · Brand2429 answers · 36 citations · 13 models
vendor site · PR.co28 answers · 39 citations · 11 models
vendor site · Cision22 answers · 32 citations · 10 models
22 answers · 27 citations · 8 models
vendor site · LinkedIn21 answers · 22 citations · 7 models
vendor site · Guideflow19 answers · 28 citations · 9 models
vendor site · Onclusive17 answers · 22 citations · 10 models
vendor site · HubSpot17 answers · 17 citations · 9 models
16 answers · 18 citations · 8 models
vendor site · Muck Rack16 answers · 17 citations · 10 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
22 answers · 10 models
20 answers · 7 models
17 answers · 8 models
16 answers · 9 models
15 answers · 9 models
14 answers · 8 models
14 answers · 9 models
14 answers · 9 models
12 answers · 6 models
12 answers · 7 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best pr and media monitoring platform”, “pr and media monitoring platform”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| Meltwater meltwater.com | 52% | 300 | 14,800 | 405 | 52,658 | $6 | 36 | 1 |
| CisionOne cision.com CisionOne 21%, Cision One 0% | 21% | 172 | 590 | 1 | 150,340 | 58 | ||
| Muck Rack muckrack.com | 5% | 143 | 27,100 | 520 | 1,830,983 | 71 | ||
| Onclusive onclusive.com | 5% | 42 | 590 | 4 | 14,604 | 8 | ||
| Brand24 brand24.com | 5% | 218 | 2,900 | 61 | 28,164 | 67 | 5 | |
| Brandwatch brandwatch.com | 2% | 119 | 6,600 | 133 | 119,214 | $585 | 120 | |
| Signal AI signal-ai.com | 2% | 21 | ||||||
| Talkwalker talkwalker.com | 2% | 72 | 4,400 | 70 | 70,874 | 21 | ||
| Truescope truescope.com | 2% | 6 | ||||||
| Featured.com | 2% |
Google's top ten for the two searches hold 16 sites; 4 of them are among the sites the models cited here (agilitypr.com, brand24.com, linkedin.com, meltwater.com). The first result for “best pr and media monitoring platform” is gartner.com.
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.ShowHide
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ShowHideModelDirect“What is the best PR and media monitoring platform for an enterprise B2B company?”Paraphrase“Which press outreach and media monitoring tool would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade PR and media monitoring platforms and how do they differ?”Budget-constrained“What is the best PR and media monitoring platform for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating a PR and media monitoring platform. What should we look at?”Negative“Which PR and media monitoring platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5MeltwaterCisionOne, MeltwaterChangedCisionOne, MeltwaterBrand24against: CisionOne, LexisNexis Newsdesk, Meltwater, Onclusiveno first choiceagainst: Brand24, Google Alerts, Meltwater, Notified PR
Three alternatives
CisionOne, Onclusive, TalkwalkerFour alternatives
Bulldog Reporter, Hootsuite, PR Newswire, Sprout SocialTwo alternatives
Brandwatch, TalkwalkerTwo alternatives
Awario, PR.coGPT-5.4 miniMuck RackMeltwaterChangedMeltwaterTalkwalkerno first choiceagainst: CisionOne, Mention, Muck Rack
Three alternatives
CisionOne, Meltwater, Signal AIOne alternative
CisionOneFour alternatives
Brandwatch, CisionOne, Muck Rack, TalkwalkerTwo alternatives
CisionOne, MeltwaterGemini 3.5 FlashMeltwaterMeltwater, Muck RackChangedMeltwaterFullintel, Onclusive, Signal AIno first choiceagainst: Brand24, BuzzSumo, CisionOne, Hootsuite, JustReachOut, Meltwater, Mention, Sprinklr Insights, Sprout Social
Four alternatives
CisionOne, Onclusive, Signal AI, Sprinklr InsightsTwo alternatives
CisionOne, Signal AIThree alternatives
CisionOne, Muck Rack, OnclusiveThree alternatives
CisionOne, Meltwater, TalkwalkerPerplexity SonarMeltwaterMeltwaterHeldMeltwaterCisionOneagainst: Talkwalkerno first choiceagainst: Brand24, CisionOne, Meltwater, Muck Rack, PR.co, Semrush AI PR Toolkit
Two alternatives
Brandwatch, CisionOneTwo alternatives
CisionOne, Muck RackSeven alternatives
Brandwatch, CisionOne, LexisNexis Newsdesk, Muck Rack, Onclusive, Signal AI, TalkwalkerTwo alternatives
Meltwater, PR.coGrok 4.20Meltwateragainst: Mention, PeakMetricsCisionOneChangedMeltwateragainst: Google AlertsMeltwateragainst: Brand24, Brandwatch, Mention, Muck Rack, Semrush Media Monitoring, TalkwalkerMeltwateragainst: Brand24, Mention, Mentionlyticsagainst: Brand24, CisionOne, Hootsuite, Meltwater, Muck Rack, Sprout Social
Two alternatives
Brandwatch, CisionOneThree alternatives
Brandwatch, Meltwater, Muck RackFour alternatives
Brandwatch, CisionOne, Muck Rack, TalkwalkerOne alternative
CisionOneFive alternatives
Brandwatch, CisionOne, Muck Rack, Pulsar, TalkwalkerMistral SmallMeltwaterMeltwaterHeldMeltwaterOnclusiveagainst: Brand24, Mentionno first choiceagainst: Brand24, Critical Mention, LexisNexis Newsdesk, Meltwater, TVEyes
Four alternatives
Brand24, CisionOne, Muck Rack, Semrush AI PR ToolkitTwo alternatives
CisionOne, Muck RackSeven alternatives
Agility PR Solutions, AlphaSense, CisionOne, Muck Rack, Onclusive, Signal AI, TVEyesTwo alternatives
CisionOne, MeltwaterDeepSeek V4 FlashMeltwaterMeltwaterHeldagainst: Muck RackMeltwaterFeatured.comagainst: Muck RackMeltwateragainst: CisionOneagainst: Awario, Brandwatch, CisionOne, Google Alerts, Hootsuite, Meltwater, Sprout Social, Talkwalker
Three alternatives
CisionOne, Muck Rack, Signal AIOne alternative
CisionOneSix alternatives
Brandwatch, CisionOne, Lumen, Onclusive, Sprinklr Insights, TalkwalkerTwo alternatives
CisionOne, MeltwaterOne alternative
Muck RackLlama 4 MaverickMeltwaterMeltwaterHeldno first choiceMeltwaterno first choiceagainst: CisionOne, Meltwater
Three alternatives
Brand24, CisionOne, PR.coQwen 3.7 FlashMeltwaterCisionOne, MeltwaterChangedCisionOneBrandwatchno first choiceagainst: Agility PR Solutions, Brandwatch, BuzzSumo, CisionOne, Hootsuite, Meltwater, Sprout Social
Two alternatives
Cision One, Muck RackOne alternative
Muck RackFive alternatives
Agility PR Solutions, Meltwater, Muck Rack, Onclusive, Signal AITwo alternatives
Meltwater, SAS Intelligence GroupThree alternatives
Brandwatch, CisionOne, MeltwaterKimi K2Meltwater, Muck RackCisionOne, MeltwaterChangedCisionOne, Onclusiveagainst: Sprinklr InsightsOnclusiveagainst: CisionOne, Meltwater, Muck RackCisionOne, Meltwateragainst: Brandwatch, CisionOne, Meltwater, Muck Rack
One alternative
CisionOneThree alternatives
Onclusive, PR.co, Signal AITwo alternatives
Brandwatch, MeltwaterTwo alternatives
Brand24, Critical MentionThree alternatives
Brandwatch, Muck Rack, OnclusiveGLM 4.7 FlashXMeltwaterMeltwaterHeldBrandwatch, Meltwater, TalkwalkerMeltwaterno first choiceagainst: BrandMentions, Bulldog Reporter, CisionOne, ContentStudio, Meltwater, Metricool
Two alternatives
Agility PR Solutions, CisionOneTwo alternatives
CisionOne, Muck RackSeven alternatives
Agility PR Solutions, CisionOne, Critical Mention, Muck Rack, Onclusive, Semrush AI PR Toolkit, Signal AITwo alternatives
Brandwatch, CisionOneMiniMax M2.5CisionOne, MeltwaterCisionOneChangedMeltwaterBrand24against: Brandwatch, CisionOne, Meltwater, Muck Rack, Notified, Onclusive, Semrush AI PR ToolkitCisionOneagainst: Klover, Muck Rack, Onclusive, Sprout Socialagainst: Meltwater
Two alternatives
Brandwatch, OnclusiveTwo alternatives
Meltwater, TalkwalkerThree alternatives
Brandwatch, CisionOne, TalkwalkerOne alternative
TruescopeTwo alternatives
Brandwatch, MeltwaterGPT-6 LunaMeltwaterCisionOneChangedCisionOne, Muck RackBrand24no first choiceagainst: Brand24, Brandwatch, CisionOne, Meltwater, Mention, Muck Rack, Semrush AI PR Toolkit
Two alternatives
CisionOne, Muck RackTwo alternatives
Meltwater, Muck RackSix alternatives
Brandwatch, Lumen, Meltwater, Onclusive, Signal AI, TalkwalkerTwo alternatives
Agility PR Solutions, CisionOneMuse Glimmer 30BCisionOne, MeltwaterCisionOneChangedCisionOne, MeltwaterTruescopeagainst: Brandwatch, CisionOne, Lumen, Meltwater, Muck Rack, Talkwalkerno first choiceagainst: Brandwatch, CisionOne, Meltwater
Six alternatives
Agility PR Solutions, Brandwatch, Lumen, Muck Rack, Onclusive, Signal AIOne alternative
MeltwaterThree alternatives
Muck Rack, Notified Media Intelligence, OnclusiveOne alternative
Agility PR SolutionsBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency.
Eighty-four rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 17:22 | yes | 18 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 09:53 | yes | 3 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 17:01 | yes | 12 | 27 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 15:47 | yes | 10 | 4 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:18 | yes | 10 | 11 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 15:32 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:24 | yes | 25 | 28 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 13:41 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 08:45 | yes | 5 | 25 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 16:58 | yes | 10 | 17 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:36 | yes | 14 | 68 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:01 | yes | 17 | 44 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 16:46 | yes | 3 | 36 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 16:01 | yes | 15 | 18 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 15:06 | no | 0 | 6 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:08 | yes | 2 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 12:45 | no | 0 | 14 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 11:43 | yes | 10 | 3 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:01 | yes | 5 | 10 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 14:49 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:59 | yes | 25 | 23 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 16:31 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:35 | yes | 5 | 12 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:17 | yes | 13 | 83 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:10 | yes | 9 | 43 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:46 | yes | 15 | 38 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 15:50 | yes | 2 | 13 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 14:08 | yes | 13 | 18 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:21 | yes | 17 | 10 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 16:23 | yes | 5 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 11:54 | yes | 13 | 24 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 12:33 | yes | 10 | 6 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:37 | yes | 10 | 23 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 14:35 | yes | 5 | 7 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:26 | yes | 23 | 33 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:34 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:18 | yes | 5 | 17 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:46 | yes | 19 | 93 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 17:08 | yes | 15 | 62 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:27 | yes | 24 | 56 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:13 | yes | 9 | 26 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 14:14 | yes | 13 | 26 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:45 | yes | 17 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 09:44 | yes | 3 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 14:07 | yes | 11 | 22 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 12:23 | yes | 10 | 4 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:48 | yes | 15 | 12 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 08:51 | yes | 5 | 5 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:21 | yes | 24 | 32 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:14 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:38 | no | 0 | 36 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:46 | yes | 24 | 29 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:14 | yes | 23 | 31 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 14:54 | yes | 19 | 56 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 16:15 | yes | 2 | 11 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 16:08 | yes | 20 | 28 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 14:52 | yes | 18 | 16 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:53 | no | 0 | 8 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 16:58 | no | 0 | 20 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 15:09 | yes | 10 | 11 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:01 | yes | 10 | 18 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 16:35 | no | 0 | 8 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:58 | yes | 25 | 57 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:48 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 13:33 | no | 0 | 29 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 14:19 | yes | 25 | 41 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 15:39 | yes | 15 | 139 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:43 | no | 0 | 19 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:59 | yes | 2 | 19 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:13 | yes | 14 | 26 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:26 | yes | 18 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 17:27 | yes | 4 | 9 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 17:28 | no | 0 | 21 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 12:33 | yes | 10 | 4 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:59 | yes | 23 | 20 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:23 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:55 | yes | 24 | 33 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:54 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:34 | yes | 25 | 56 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 14:02 | yes | 23 | 35 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 14:03 | yes | 25 | 26 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:17 | no | 0 | 21 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:47 | yes | 5 | 16 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:18 | yes | 20 | 28 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
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Category-scoped readings
Agility read as Agility PR Solutions
Cision read as CisionOne
Cision (CisionOne / PR Newswire) read as CisionOne
Cision (CisionOne) read as CisionOne
Cision (by News Corp) read as CisionOne
Cision (including legacy Brandwatch elements post-acquisition) read as CisionOne
Cision (now Khoros Cision) read as CisionOne
Semrush read as Semrush Media Monitoring
Sprinklr read as Sprinklr Insights
Unresolved, counted raw
Fullintel
KINDS
Klover
Notified Media Intelligence
Notified PR
SAS Intelligence Group
Zignal Labs
Discontinued, still offered
No shut-down product was recommended here.