PR and media monitoring for small business buyers
Asked as “PR and media monitoring platform”, and as “press outreach and media monitoring tool”, on behalf of a small B2B company. 60 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
32%
Contested · Semrush AI PR Toolkit 22%
32Brand2422Semrush AI PR Toolkit17Mention30others
32% of first choices, contested.
Since September 2026▲+2Since September 2026: 31% → 33%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Brand24 held the lead, +2 points on 31%, 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
Brand2432%Contested▲+2Since September 2026: 31% → 33%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.This pageMid-market
Muck Rack30%Contested▲+5Since September 2026: 24% → 29%, +5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →Enterprise
Meltwater46%Clear leader▼−9Since September 2026: 57% → 48%, −9 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →
Brand2432%Contested▲+2Since September 2026: 31% → 33%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.This pageMid-marketMuck Rack30%Contested▲+5Since September 2026: 24% → 29%, +5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →EnterpriseMeltwater46%Clear leader▼−9Since September 2026: 57% → 48%, −9 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince September 2026
01Brand2432%5%64endorsed leader▲+2Since September 2026: 31% → 33%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.31% → 33%
Brand2432%5%64endorsed leader▲+2Since September 2026: 31% → 33%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.31% → 33%02
Semrush AI PR Toolkit22%4%45accepted challenger▼−5Since September 2026: 27% → 21%, −5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.27% → 21%
Semrush AI PR Toolkit22%4%45accepted challenger▼−5Since September 2026: 27% → 21%, −5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.27% → 21%03
Mention17%14%50accepted challenger▲+7Since September 2026: 8% → 15%, +7 points. Inside the 11-point floor: within noise. Read over the models both editions asked.8% → 15%
Mention17%14%50accepted challenger▲+7Since September 2026: 8% → 15%, +7 points. Inside the 11-point floor: within noise. Read over the models both editions asked.8% → 15%04
Awario12%0%23accepted challenger▼−9Since September 2026: 20% → 12%, −9 points. Inside the 11-point floor: within noise. Read over the models both editions asked.20% → 12%
Awario12%0%23accepted challenger▼−9Since September 2026: 20% → 12%, −9 points. Inside the 11-point floor: within noise. Read over the models both editions asked.20% → 12%05Muck Rack8%36%39criticized challenger▲+6Since September 2026: 4% → 10%, +6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 10%
Muck Rack8%36%39criticized challenger▲+6Since September 2026: 4% → 10%, +6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 10%Show the six products at 0%, ordered by negative rate
09
Brandwatch0%89%18criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Brandwatch0%89%18criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%11Meltwater0%82%61criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Meltwater0%82%61criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%10
CisionOne0%76%54criticized challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 0%
CisionOne0%76%54criticized challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 0%08
Talkwalker0%70%10criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Talkwalker0%70%10criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%07
Agility PR Solutions0%15%13accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Agility PR Solutions0%15%13accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%06
Google Alerts Lab in the set0%12%32accepted challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 0%
Google Alerts Lab in the set0%12%32accepted challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.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 is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. 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.
Google Alerts is made by Google, whose model Gemini 3.5 Flash is in the set. On the four share prompts that model made it the first choice zero times of 4; the other thirteen models zero times of 52. Lab treatment is defined on the method page; the row is marked, not excluded.
All twenty-eight head-to-head pages: the top eight products, each against each
Muck Rack vs Agility PR SolutionsMuck Rack vs MeltwaterMuck Rack vs AwarioMuck Rack vs Google AlertsSemrush AI PR Toolkit vs Brand24Semrush AI PR Toolkit vs MentionSemrush AI PR Toolkit vs Agility PR SolutionsSemrush AI PR Toolkit vs MeltwaterSemrush AI PR Toolkit vs AwarioSemrush AI PR Toolkit vs Google AlertsBrand24 vs MentionBrand24 vs Agility PR SolutionsBrand24 vs MeltwaterBrand24 vs AwarioBrand24 vs Google AlertsMention vs Agility PR SolutionsMention vs MeltwaterMention vs AwarioMention vs Google AlertsAgility PR Solutions vs MeltwaterAgility PR Solutions vs AwarioAgility PR Solutions vs Google AlertsMeltwater vs AwarioMeltwater vs Google AlertsAwario 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 →
0102030405060708091011Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01Brand2432%
Brand2432%02Semrush AI PR Toolkit22%
Semrush AI PR Toolkit22%03Mention17%
Mention17%04Awario12%
Awario12%05Muck Rack8%
Muck Rack8%06Google Alerts0%
Google Alerts0%07Agility PR Solutions0%
Agility PR Solutions0%08Talkwalker0%
Talkwalker0%09Brandwatch0%
Brandwatch0%10CisionOne0%
CisionOne0%11Meltwater0%
Meltwater0%What they warned about
Four of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.1 Fast, Mistral Small, DeepSeek V4 Flash, GLM 4.7 FlashX, 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.
Meltwater82%
50 of 61 labels negative · 14 of 14 models · 18 hard negative
“Smaller teams or startups with limited budgets will find Meltwater's pricing prohibitive — contracts typically start at $6,000 per year” Muse Glimmer 30B, negative prompt
CisionOne76%
41 of 54 labels negative · 14 of 14 models · 16 hard negative
“Cision is VERY deceptive with their pricing tactics... unreasonable auto renewal policies and their customer service is abysmal.” Muse Glimmer 30B, negative prompt
Brandwatch89%
16 of 18 labels negative · 13 of 14 models · 6 hard negative
“**High-end, complex social listening** ... Avoid enterprise-level tools like Brandwatch” GLM 4.7 FlashX, negative prompt
Muck Rack36%
14 of 39 labels negative · 9 of 14 models · 7 hard negative
“What to Avoid (Too Expensive for Small Budgets) - **Muck Rack:** ~$5,000+/year (excellent but pricey)” Kimi K2, budget prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
76 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. 1020 links across 169 sites, every framing counted. Ranked by the number of answers carrying the site or page. None of the 252 answers across every segment cited this index's own page for the category.
vendor site · Brand2453 answers · 90 citations · 13 models
vendor site · Meltwater41 answers · 71 citations · 11 models
40 answers · 64 citations · 11 models
vendor site · Onclusive32 answers · 32 citations · 10 models
vendor site · PR.co29 answers · 40 citations · 9 models
29 answers · 40 citations · 12 models
vendor site · NewsData.io28 answers · 28 citations · 11 models
vendor site · Guideflow27 answers · 29 citations · 11 models
26 answers · 48 citations · 12 models
26 answers · 30 citations · 11 models
vendor site · Shadow25 answers · 36 citations · 10 models
vendor site · Improvado23 answers · 23 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.
34 answers · 11 models
32 answers · 10 models
28 answers · 11 models
25 answers · 9 models
23 answers · 10 models
23 answers · 10 models
20 answers · 11 models
19 answers · 8 models
18 answers · 10 models
17 answers · 8 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 | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|
| Brand24 brand24.com | 32% | 178 | 2,900 | 61 | 28,164 | 67 | 5 |
| Semrush parent site Semrush AI PR Toolkit 22%, Semrush Media Monitoring 0% | 22% | 97 | 90,500 | 2,055 | |||
| Mention mention.com | 17% | 113 | 33,100 | 87,852 | 30,126 | ||
| Awario awario.com | 12% | 66 | 590 | 11 | 37,633 | ||
| Muck Rack muckrack.com | 8% | 127 | 27,100 | 520 | 1,830,983 | 71 | |
| JustReachOut justreachout.io | 2% | 6 | |||||
| Prezly prezly.com | 2% | 20 | 320 | 4 | 56,249 | 5 | |
| BrandMentions brandmentions.com | 2% | 16 | |||||
| Qwoted qwoted.com | 2% | 3 | |||||
| Propel propel-ai.com | 2% | 2 |
Google's top ten for the two searches hold 16 sites; 4 of them are among the sites the models cited here (brand24.com, learn.g2.com, meltwater.com, prlab.co). 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 a small B2B company?”Paraphrase“Which press outreach and media monitoring tool would you recommend to a small business that sells to other businesses?”Comparative“What are the top PR and media monitoring platforms for a small team and how do they differ?”Budget-constrained“What is the best PR and media monitoring platform for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a PR and media monitoring platform. What should we look at?”Negative“Which PR and media monitoring platforms should a small business avoid or be cautious about?”
Claude Haiku 4.5Brand24, Mentionagainst: CisionOne, MeltwaterBrand24ChangedBrand24, MentionBrand24, Mentionno first choiceagainst: Agility PR Solutions, Brandwatch, CisionOne, Google Alerts, Meltwater, Muck Rack, Mynewsdesk, Talkwalker
One alternative
Semrush AI PR ToolkitThree alternatives
Agility PR Solutions, CisionOne, Muck RackFour alternatives
Awario, Muck Rack, PRgloo, Semrush AI PR ToolkitOne alternative
AwarioGPT-5.4 miniMuck RackMuck RackHeldagainst: CisionOne, MeltwaterMuck Rackagainst: MeltwaterAwarioagainst: CisionOne, Meltwater, Mentionno first choiceagainst: Agility PR Solutions, AlphaSense, Brandwatch, CisionOne, Meltwater
Three alternatives
Brand24, Meltwater, TVEyesOne alternative
Semrush AI PR ToolkitThree alternatives
Brand24, CisionOne, MentionOne alternative
Brand24Gemini 3.5 FlashSemrush AI PR Toolkitagainst: CisionOne, MeltwaterQwoted, Semrush AI PR ToolkitChangedagainst: CisionOne, Meltwater, Muck RackSemrush AI PR Toolkitagainst: CisionOne, MeltwaterBrand24, JustReachOutagainst: CisionOne, Meltwater, Muck RackSemrush AI PR Toolkitagainst: CisionOne, Meltwateragainst: Brandwatch, CisionOne, Meltwater, Muck Rack, Talkwalker
Three alternatives
Brand24, Mention, Muck RackThree alternatives
Brand24, JustReachOut, MentionFour alternatives
Brand24, CoverageBook, Mention, Muck RackFive alternatives
Awario, Google Alerts, Mention, Semrush AI PR Toolkit, Talkwalker AlertsFive alternatives
Agility PR Solutions, Brand24, Determ, Mention, Muck RackPerplexity SonarBrand24Semrush AI PR ToolkitChangedSemrush AI PR Toolkitagainst: Google AlertsBrand24no first choiceagainst: Brandwatch, BuzzSumo, CisionOne, CoverageBook, Critical Mention, Meltwater, Muck Rack, Onclusive
Three alternatives
Mention, Semrush, Semrush AI PR ToolkitThree alternatives
JustReachOut, Qwoted, ResponaThree alternatives
Brand24, Mention, Semrush Media MonitoringThree alternatives
BuzzStream, CoverageBook, Google AlertsGrok 4.1 FastMentionagainst: CisionOne, MeltwaterSemrush AI PR ToolkitChangedagainst: CisionOne, MeltwaterBrand24, Mentionagainst: MeltwaterAwarioagainst: Brand24, CisionOne, Hootsuite, MeltwaterBrand24, Mentionagainst: Brandwatch, CisionOne, Hootsuite, Meltwater, Semrush, Sprout Social
Two alternatives
Brand24, Semrush AI PR ToolkitFour alternatives
Google Alerts, JustReachOut, Muck Rack, ResponaOne alternative
Semrush AI PR ToolkitTwo alternatives
Google Alerts, MentionThree alternatives
Brandwatch, CisionOne, MeltwaterMistral SmallBrand24, MentionSemrush AI PR ToolkitChangedagainst: Meltwater, MentionBrand24, SemrushBrand24, Mentionno first choiceagainst: Brandwatch, BuzzSumo, CisionOne, Meltwater, Muck Rack
One alternative
Semrush AI PR ToolkitTwo alternatives
Agility PR Solutions, MeltwaterOne alternative
Semrush AI PR ToolkitDeepSeek V4 FlashBrandMentionsagainst: Brand24, Brandwatch, CisionOne, Meltwater, MentionPrezlyChangedagainst: CisionOne, Meltwater, Mention, Muck RackBrand24, Mentionagainst: CisionOne, MeltwaterAwarioagainst: BrandMentions, CisionOne, Google Alerts, MeltwaterBrand24against: CisionOne, Meltwateragainst: Brandwatch, CisionOne, Meltwater, Onclusive, PRWeb, Semrush, Signal AI, Talkwalker
Three alternatives
Awario, Determ, MentionlyticsTwo alternatives
Awario, BuzzStreamTwo alternatives
Muck Rack, Semrush AI PR ToolkitTwo alternatives
Brand24, Semrush AI PR ToolkitThree alternatives
Muck Rack, Semrush AI PR Toolkit, Semrush's media monitoringLlama 4 Maverickno first choiceno first choiceHeldno first choiceBrand24no first choiceagainst: Brandwatch, CisionOne, Meltwater
Qwen 3.7 FlashMuck Rackagainst: CisionOne, MeltwaterMuck RackHeldagainst: CisionOne, MeltwaterMuck Rackagainst: MeltwaterAwario, Brand24against: CisionOne, Meltwater, MentionBrand24, Mentionagainst: CisionOne, Meltwateragainst: Agorapulse, BuzzSumo, CisionOne, Hootsuite Insights, Meltwater, Sprout Social
Two alternatives
EarnedIQ, MentionThree alternatives
HARO, Mention, PitchrateThree alternatives
Brand24, Prezly, Semrush AI PR ToolkitTwo alternatives
Google Alerts, Semrush AI PR ToolkitThree alternatives
Cision Connect, Semrush AI PR Toolkit, TalkwalkerKimi K2Semrush AI PR Toolkitagainst: CisionOne, Meltwater, Muck RackSemrush AI PR ToolkitHeldagainst: CisionOne, Meltwater, Muck RackBrand24against: MentionAwarioagainst: Brandwatch, CisionOne, Meltwater, Muck RackBrand24, Semrush AI PR Toolkitagainst: CisionOne, Meltwateragainst: Brandwatch, CisionOne, Meltwater, Semrush, Sprout Social, Talkwalker
Two alternatives
Brand24, MentionTwo alternatives
Brand24, MentionFour alternatives
Agility PR Solutions, Awario, Prezly, Semrush AI PR ToolkitTwo alternatives
Brand24, Semrush AI PR ToolkitOne alternative
Muck RackGLM 4.7 FlashXSemrush AI PR Toolkitagainst: Google Alerts, Meltwater, Muck RackBrand24, PRWebChangedAwario, Mentionagainst: Brandwatch, CisionOne, Meltwater, TalkwalkerAwario, Mentionagainst: Semrush AI PR Toolkitno first choiceagainst: Brandwatch, BuzzSumo, CisionOne, CoverageBook, Meltwater, Muck Rack, Podium, Prezly, Reputation, Revuze, Semrush AI PR Toolkit, Sprinklr, Talkwalker, Yext
Two alternatives
Brand24, PrezlyTwo alternatives
Mention, Muck RackTwo alternatives
Agility PR Solutions, Brand24Five alternatives
Brand24, CoverageBook, Google Alerts, Prezly, Semrush Media MonitoringMiniMax M2.5Brand24, Muck RackSemrush AI PR ToolkitChangedagainst: Meltwater, Muck RackBrand24, Mentionagainst: MeltwaterBrand24against: Mentionno first choiceagainst: Brandwatch, CisionOne, Meltwater
Three alternatives
NewsData.io, PR.co, Semrush AI PR ToolkitOne alternative
Semrush AI PR ToolkitOne alternative
Google AlertsGPT-6 LunaPropelSemrush AI PR ToolkitChangedSemrush AI PR ToolkitAwarioagainst: Meltwaterno first choiceagainst: Brand24, Brandwatch, Business Wire, CisionOne, Lumen, Meltwater, PR Newswire
One alternative
Brand24Two alternatives
CisionOne, Muck RackFour alternatives
Brand24, CisionOne, Meltwater, Muck RackTwo alternatives
Google Alerts, Semrush’s **AI PR Toolkit Pro**Muse Glimmer 30BBrand24, Mentionagainst: CisionOne, MeltwaterSemrush AI PR ToolkitChangedagainst: Business Wire, PR NewswireAwario, Brand24against: MeltwaterBrand24, Mentionagainst: CisionOne, Meltwaterno first choiceagainst: Brandwatch, BuzzSumo, CisionOne, LexisNexis Newsdesk, Meltwater, Muck Rack, Onclusive, Sprinklr, Talkwalker
Two alternatives
Agility PR Solutions, Semrush AI PR ToolkitThree alternatives
Brand24, Muck Rack, ResponaTwo alternatives
Mention, Semrush AI PR ToolkitOne alternative
Semrush AI PR ToolkitBold 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. Full answer text is in the free responses file. Download the record
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 | 2026-10-01 12:49 | yes | 15 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:36 | yes | 2 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 14:04 | yes | 23 | 25 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 13:55 | yes | 20 | 4 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 07:53 | yes | 20 | 13 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:12 | yes | 12 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:37 | yes | 19 | 29 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:24 | yes | 5 | 1 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:56 | no | 0 | 26 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:13 | yes | 20 | 17 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 11:27 | yes | 24 | 57 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 13:54 | yes | 5 | 11 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-01 11:06 | yes | 2 | 17 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 09:56 | yes | 14 | 21 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 12:20 | yes | 9 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 07:40 | yes | 3 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 11:09 | yes | 20 | 25 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 07:49 | yes | 16 | 2 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 11:32 | yes | 23 | 11 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:24 | yes | 5 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:22 | yes | 24 | 18 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 13:09 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:55 | no | 0 | 41 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 12:33 | yes | 19 | 16 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:00 | yes | 10 | 16 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 12:35 | yes | 10 | 22 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:23 | yes | 3 | 17 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 11:57 | yes | 14 | 15 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:16 | yes | 9 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:11 | yes | 3 | 7 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:57 | yes | 17 | 28 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 11:13 | yes | 20 | 7 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 08:31 | yes | 25 | 10 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 08:11 | yes | 9 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:34 | yes | 23 | 34 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 07:38 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:12 | yes | 5 | 26 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:07 | yes | 24 | 32 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 11:19 | yes | 23 | 42 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 12:46 | yes | 15 | 26 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-01 11:13 | yes | 5 | 19 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 08:16 | yes | 13 | 30 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 13:16 | yes | 10 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:33 | yes | 3 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:37 | yes | 18 | 21 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 09:56 | yes | 20 | 4 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 13:51 | yes | 19 | 10 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:14 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 12:41 | yes | 25 | 31 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 13:51 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:45 | yes | 5 | 14 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:55 | yes | 19 | 17 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 13:09 | yes | 18 | 30 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 12:43 | yes | 19 | 28 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 12:38 | yes | 4 | 29 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 13:10 | yes | 15 | 19 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 13:58 | no | 0 | 7 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 07:24 | no | 0 | 10 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 14:06 | yes | 11 | 26 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 09:59 | yes | 17 | 7 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 12:23 | yes | 14 | 8 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:51 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 07:48 | yes | 10 | 22 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:57 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 08:51 | no | 0 | 28 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:41 | yes | 18 | 22 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:46 | yes | 13 | 16 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 07:55 | yes | 5 | 15 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:59 | yes | 2 | 14 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 09:01 | no | 0 | 1 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:06 | yes | 17 | 12 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:27 | yes | 6 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:49 | yes | 14 | 21 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 12:48 | yes | 20 | 4 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 14:09 | yes | 21 | 9 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 13:29 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 13:37 | yes | 24 | 45 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:16 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:00 | no | 0 | 31 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 13:55 | yes | 24 | 29 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:43 | yes | 22 | 55 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 13:31 | yes | 14 | 28 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-01 11:17 | yes | 5 | 35 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 13:17 | yes | 25 | 31 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
Cision read as CisionOne
Cision (CisionOne) read as CisionOne
Unresolved, counted raw
Cision Connect
EarnedIQ
Hootsuite Insights
PRgloo
Pitchrate
Publifix
Reddinbox
Semrush's media monitoring
Semrush’s **AI PR Toolkit Pro**
SourceBottle
Visualping.io
Discontinued, still offered
No shut-down product was recommended here.