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. 62 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
45%
Clear leader
45Brand2419Semrush AI PR Toolkit15Awario21others
45% of first choices, clear leader.
Since October 2026▲+13Since October 2026: 32% → 45%, +13 points. Past the 11-point floor: movement.Brand24 held the lead, +13 points on 32%, past the 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.This pageMid-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.Standing →
Brand2445%Clear leader▲+13Since October 2026: 32% → 45%, +13 points. Past the 11-point floor: movement.This pageMid-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.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 October 2026
01Brand2445%1%74endorsed leader▲+13Since October 2026: 32% → 45%, +13 points. Past the 11-point floor: movement.32% → 45%
Brand2445%1%74endorsed leader▲+13Since October 2026: 32% → 45%, +13 points. Past the 11-point floor: movement.32% → 45%02
Semrush AI PR Toolkit19%8%60accepted challenger▼−3Since October 2026: 22% → 19%, −3 points. Inside the 11-point floor: within noise.22% → 19%
Semrush AI PR Toolkit19%8%60accepted challenger▼−3Since October 2026: 22% → 19%, −3 points. Inside the 11-point floor: within noise.22% → 19%03
Awario15%2%48accepted challenger▲+3Since October 2026: 12% → 15%, +3 points. Inside the 11-point floor: within noise.12% → 15%
Awario15%2%48accepted challenger▲+3Since October 2026: 12% → 15%, +3 points. Inside the 11-point floor: within noise.12% → 15%04Muck Rack8%31%51criticized challenger=heldSince October 2026: 8% → 8%, ±0 points. Inside the 11-point floor: within noise.8% → 8%
Muck Rack8%31%51criticized challenger=heldSince October 2026: 8% → 8%, ±0 points. Inside the 11-point floor: within noise.8% → 8%05
Mention3%12%49accepted challenger▼−14Since October 2026: 17% → 3%, −14 points. Past the 11-point floor: movement.17% → 3%
Mention3%12%49accepted challenger▼−14Since October 2026: 17% → 3%, −14 points. Past the 11-point floor: movement.17% → 3%06
Google Alerts Lab in the set3%22%49accepted challenger▲+3Since October 2026: 0% → 3%, +3 points. Inside the 11-point floor: within noise.0% → 3%
Google Alerts Lab in the set3%22%49accepted challenger▲+3Since October 2026: 0% → 3%, +3 points. Inside the 11-point floor: within noise.0% → 3%07
Agility PR Solutions2%25%12criticized challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%
Agility PR Solutions2%25%12criticized challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%Show the five products at 0%, ordered by negative rate
10
Brandwatch0%89%18criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Brandwatch0%89%18criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%12
CisionOne0%84%56criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
CisionOne0%84%56criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%11Meltwater0%82%60criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Meltwater0%82%60criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%09
Talkwalker0%77%13criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Talkwalker0%77%13criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%08
BuzzSumo0%20%10accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
BuzzSumo0%20%10accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 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.
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 two times of 52. Lab treatment is defined on the method page; the row is marked, not excluded.
Head to headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not small business.
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 →
010203040506070809101112Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01Brand2445%
Brand2445%02Semrush AI PR Toolkit19%
Semrush AI PR Toolkit19%03Awario15%
Awario15%04Muck Rack8%
Muck Rack8%05Mention3%
Mention3%06Google Alerts3%
Google Alerts3%07Agility PR Solutions2%
Agility PR Solutions2%08BuzzSumo0%
BuzzSumo0%09Talkwalker0%
Talkwalker0%10Brandwatch0%
Brandwatch0%11Meltwater0%
Meltwater0%12CisionOne0%
CisionOne0%What they warned about
Six of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Perplexity Sonar, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash 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.
CisionOne84%
47 of 56 labels negative · 14 of 14 models · 23 hard negative
“Small businesses should avoid Cision and Meltwater due to their enterprise-focused pricing, deceptive contract practices, and poor customer service.” MiniMax M2.5, negative prompt
Meltwater82%
49 of 60 labels negative · 14 of 14 models · 21 hard negative
“Meltwater has a complicated user interface that causes confusion among new users... substantial costs that often place it out of reach for smaller businesses” Claude Haiku 4.5, negative prompt
Brandwatch89%
16 of 18 labels negative · 9 of 14 models · 7 hard negative
“Brandwatch requires specialized knowledge to interpret its data ... the data reports can be overwhelming and meaningless.” Qwen 3.7 Flash, negative prompt
Muck Rack31%
16 of 51 labels negative · 8 of 14 models · 2 hard negative
“Skip Muck Rack and Cision unless your PR budget is $5K+/year” DeepSeek V4 Flash, paraphrase 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. 742 links across 144 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.
vendor site · eReleases46 answers · 47 citations · 11 models
vendor site · Brand2436 answers · 48 citations · 14 models
24 answers · 42 citations · 10 models
24 answers · 26 citations · 11 models
publisher (Gane)23 answers · 23 citations · 10 models
vendor site · LinkedIn23 answers · 23 citations · 8 models
vendor site · NewsData.io23 answers · 23 citations · 10 models
vendor site · Semrush21 answers · 21 citations · 10 models
vendor site · Cision17 answers · 18 citations · 9 models
vendor site · Onclusive16 answers · 16 citations · 8 models
vendor site · Muck Rack15 answers · 18 citations · 7 models
vendor site · HubSpot15 answers · 15 citations · 7 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.
46 answers · 11 models
24 answers · 9 models
23 answers · 10 models
23 answers · 10 models
22 answers · 10 models
22 answers · 8 models
19 answers · 10 models
15 answers · 7 models
14 answers · 7 models
12 answers · 6 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 | 45% | 218 | 2,900 | 61 | 28,164 | 67 | 5 |
| Semrush parent site Semrush AI PR Toolkit 19%, Semrush Media Monitoring 0% | 19% | 97 | 90,500 | 2,055 | |||
| Awario awario.com | 15% | 70 | 590 | 11 | 37,633 | ||
| Muck Rack muckrack.com | 8% | 143 | 27,100 | 520 | 1,830,983 | 71 | |
| Mention mention.com | 3% | 85 | 33,100 | 87,852 | 30,126 | ||
| Google parent site Google Alerts 3% | 3% | 137 | 74,000 | 2,448 | |||
| Agility PR Solutions agilitypr.com | 2% | 52 | 260 | 2 | 50,433 | 61 | 8 |
| Talkwalker Alerts talkwalker.com | 2% | 9 | 70,874 | 21 | |||
| Prezly prezly.com | 2% | 9 | 320 | 4 | 56,249 | 5 | |
| Critical Mention criticalmention.com | 2% | 10 |
Google's top ten for the two searches hold 16 sites; 3 of them are among the sites the models cited here (brand24.com, learn.g2.com, linkedin.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 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 4.5Muck RackBrand24, Semrush AI PR ToolkitChangedBrand24against: MentionBrand24no first choiceagainst: CisionOne, Meltwater, Newswhip, Semrush Media Monitoring, Signal AI, Talkwalker
Three alternatives
Brand24, Mention, Semrush AI PR ToolkitTwo alternatives
Agility PR Solutions, Muck RackFour alternatives
Agility PR Solutions, Determ, Muck Rack, Semrush AI PR ToolkitThree alternatives
Awario, Google Alerts, MentionGPT-5.4 miniMuck RackMuck Rack, Semrush AI PR ToolkitChangedagainst: CisionOne, MeltwaterBrand24, MentionBrand24against: CisionOne, Meltwater, Mentionno first choiceagainst: AlphaSense, CisionOne, Meltwater, Mention, Muck Rack, TVEyes
Three alternatives
Brand24, Meltwater, MentionThree alternatives
CisionOne, Meltwater, Muck RackTwo alternatives
Awario, Semrush Media MonitoringGemini 3.5 FlashSemrush AI PR ToolkitSemrush AI PR ToolkitHeldagainst: CisionOne, MeltwaterSemrush AI PR Toolkitagainst: CisionOne, MeltwaterAwario, Brand24, Semrush AI PR Toolkitagainst: CisionOne, Meltwater, Muck RackAgility PR Solutions, Semrush AI PR Toolkitagainst: CisionOne, Meltwateragainst: Agility PR Solutions, CisionOne, Fiverr, Meltwater, PRLog, SubmitPressRelease
Five alternatives
Brand24, JustReachOut, Mention, Muck Rack, ResponaFive alternatives
Brand24, Connectively, JustReachOut, Muck Rack, QwotedFive alternatives
Agility PR Solutions, Brand24, JustReachOut, Muck Rack, PrezlyThree alternatives
Google Alerts, JustReachOut, MentionFour alternatives
Brand24, Mention, Muck Rack, TruescopePerplexity SonarBrand24against: Meltwater, Muck RackSemrush AI PR ToolkitChangedagainst: CisionOne, Meltwater, Muck RackBrand24against: AlphaSense, Brandwatch, Google Alerts, TalkwalkerAwarioagainst: CisionOne, Meltwater, Muck Rackno first choiceagainst: Brandwatch, BuzzSumo, CisionOne, CoverageBook, Google Alerts, Meltwater, Mention, Muck Rack, Semrush AI PR Toolkit, Talkwalker
Two alternatives
Mention, Semrush AI PR ToolkitOne alternative
Brand24Four alternatives
Meltwater, Mention, Muck Rack, Semrush AI PR ToolkitFour alternatives
Brand24, Google Alerts, Mention, Semrush AI PR ToolkitGrok 4.20Brand24against: Brandwatch, CisionOne, Meltwater, Semrush AI PR ToolkitBrand24Heldagainst: CisionOne, Meltwater, Muck RackAwario, Brand24, Mentionagainst: Brandwatch, CisionOne, Meltwater, TalkwalkerBrand24against: Brandwatch, CisionOne, Meltwater, Muck Rack, Sprout Social, TalkwalkerBrand24against: Awario, CisionOne, Meltwater, Muck Rack
Three alternatives
Awario, Mention, Muck RackTwo alternatives
Mention, Semrush AI PR ToolkitThree alternatives
Google Alerts, Muck Rack, Semrush AI PR ToolkitThree alternatives
Awario, Google Alerts, MentionTwo alternatives
CisionOne, MeltwaterMistral SmallAwario, Brand24against: CisionOne, Google Alerts, MeltwaterBrand24Changedagainst: Google AlertsAwario, Brand24, Mentionagainst: CisionOne, Meltwater, TalkwalkerBrand24no first choiceagainst: Brandwatch, CisionOne, Meltwater, Sprinklr Insights, Talkwalker
One alternative
Semrush AI PR ToolkitTwo alternatives
Mention, Muck RackTwo alternatives
Google Alerts, Semrush AI PR ToolkitThree alternatives
Awario, Mention, MentionlyticsDeepSeek V4 FlashBrand24against: Brandwatch, CisionOne, Meltwater, TalkwalkerAwario, Brand24Changedagainst: CisionOne, Muck RackBrand24, Semrush AI PR Toolkitagainst: CisionOne, Meltwater, Muck RackAwarioagainst: CisionOne, Meltwater, Muck Rack, Semrush AI PR Toolkitno first choiceagainst: CisionOne, Meltwateragainst: Business Wire, CisionOne, Hootsuite, Meltwater, Mention, PR Newswire, Semrush AI PR Toolkit, Sprout Social, TVEyes
Four alternatives
Awario, Google Alerts, Mention, Muck RackOne alternative
BuzzStreamThree alternatives
Awario, Google Alerts, MentionTwo alternatives
Brand24, Google AlertsThree alternatives
Awario, Brand24, Muck RackLlama 4 MaverickBrand24, Semrush AI PR ToolkitBrand24Changedagainst: Meltwaterno first choiceagainst: CisionOne, MeltwaterBrand24no first choiceagainst: Agility PR Solutions, Brandwatch, CisionOne, Meltwater, Muck Rack
One alternative
Muck RackTwo alternatives
Awario, Google AlertsQwen 3.7 FlashMuck Rackagainst: CisionOne, MeltwaterSemrush AI PR ToolkitChangedBrand24against: Muck RackAwarioBrand24, Mentionagainst: Brandwatch, CisionOne, Google Alerts, Meltwateragainst: Agorapulse, Brandwatch, Buffer, CisionOne, Hootsuite, Later, Meltwater, Sprinklr Insights
Four alternatives
Awario, Brand24, Mentionlytics, Semrush Media MonitoringThree alternatives
Awario, Brand24, Muck RackTwo alternatives
Awario, Semrush AI PR ToolkitTwo alternatives
Brand24, Google AlertsTwo alternatives
BuzzSumo, Muck RackKimi K2Brand24against: Google AlertsBrand24HeldBrand24, Semrush AI PR Toolkitagainst: Brandwatch, CisionOne, Google Alerts, MeltwaterAwario, Brand24against: Brandwatch, CisionOne, Meltwater, Talkwalkerno first choiceagainst: CisionOne, Meltwateragainst: Birdeye, Brandwatch, CisionOne, Meltwater, PR Newswire, Reputation, ReviewTrackers, Sprinklr Insights
Three alternatives
Awario, Mention, Talkwalker AlertsFour alternatives
Awario, Google Alerts, Mention, Semrush AI PR ToolkitThree alternatives
Awario, Mention, Sprout SocialFour alternatives
BrandMentions, EmbedSocial, Google Alerts, MentionTwo alternatives
Brand24, Semrush AI PR ToolkitGLM 4.7 FlashXBrand24against: Brandwatch, CisionOne, Google Alerts, MeltwaterBrand24Heldagainst: Google AlertsAwarioagainst: MeltwaterAwarioagainst: BuzzSumoBrand24against: Brandwatch, CisionOne, Meltwater, Onclusiveagainst: CisionOne, Google Alerts, MediaMonitors, Meltwater
Three alternatives
Awario, Mention, Semrush AI PR ToolkitFour alternatives
Awario, Muck Rack, Preston PR, Semrush AI PR ToolkitFive alternatives
Brand24, Google Alerts, Mentionlytics, Muck Rack, Semrush AI PR ToolkitThree alternatives
Brand24, Google Alerts, MentionlyticsThree alternatives
Mentionlytics, Muck Rack, Semrush PR ToolkitMiniMax M2.5Brand24Brand24HeldBrand24against: Brandwatch, CisionOne, Meltwater, TalkwalkerAwario, Google Alertsagainst: CisionOne, MeltwaterCritical Mention, Mention, Muck Rackagainst: CisionOne, Meltwater, Reputation, Sprinklr Insights, Yext
Two alternatives
Awario, Semrush AI PR ToolkitThree alternatives
Awario, Google Alerts, Just Reach OutFour alternatives
Awario, Google Alerts, Mention, Semrush AI PR ToolkitTwo alternatives
Brand24, MentionTwo alternatives
CisionOne, MeltwaterGPT-6 LunaSemrush AI PR ToolkitSemrush AI PR ToolkitHeldBrand24, Semrush AI PR ToolkitGoogle Alerts, Talkwalker Alertsagainst: Semrush AI PR Toolkitno first choiceagainst: Brand24, CisionOne, Google Alerts, Meltwater
Two alternatives
Brand24, Muck RackFour alternatives
BuzzSumo, CisionOne, Meltwater, PrezlyOne alternative
Brand24Muse Glimmer 30BBrand24against: CisionOne, Meltwater, MentionPrezlyChangedBrand24, Mention, Semrush AI PR Toolkitagainst: CisionOne, Meltwater, Muck RackBrand24against: CisionOne, Meltwaterno first choiceagainst: CisionOne, Meltwateragainst: Agility PR Solutions, CisionOne, Meltwater, Muck Rack
Two alternatives
Awario, Google AlertsThree alternatives
Awario, Brand24, Semrush AI PR ToolkitTwo alternatives
Awario, Google AlertsThree alternatives
Awario, Google Alerts, MentionTwo alternatives
Brand24, MentionBold 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 15:57 | yes | 10 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 13:50 | 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 08:51 | yes | 11 | 23 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 15:59 | yes | 10 | 5 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:07 | yes | 10 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 08:43 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 15:04 | yes | 20 | 25 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 15:08 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:19 | yes | 5 | 25 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 08:37 | yes | 10 | 17 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:42 | yes | 13 | 65 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 08:59 | yes | 5 | 38 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 08:53 | yes | 4 | 16 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:07 | yes | 13 | 24 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 14:10 | yes | 10 | 7 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:25 | no | 0 | 3 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 10:18 | no | 0 | 15 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 11:07 | yes | 10 | 3 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:03 | yes | 5 | 9 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 08:35 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 08:47 | yes | 21 | 18 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:28 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 13:40 | yes | 5 | 42 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:17 | yes | 10 | 28 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 08:59 | yes | 10 | 44 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:30 | yes | 5 | 16 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 16:35 | yes | 1 | 10 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 15:08 | yes | 14 | 21 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:37 | yes | 10 | 11 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 09:22 | yes | 6 | 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 13:58 | no | 0 | 22 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 12:43 | yes | 10 | 6 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:48 | yes | 9 | 17 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 13:50 | yes | 5 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 17:17 | yes | 22 | 51 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 13:42 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 15:14 | yes | 9 | 30 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 13:24 | yes | 14 | 70 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:33 | yes | 13 | 79 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:19 | yes | 9 | 23 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:19 | yes | 7 | 35 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:33 | yes | 15 | 35 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 17:25 | yes | 10 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 16:29 | yes | 4 | 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 13:50 | yes | 10 | 23 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 12:53 | yes | 10 | 4 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:21 | yes | 5 | 7 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:50 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:10 | yes | 22 | 27 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 08:56 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 14:05 | yes | 15 | 63 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 16:08 | yes | 10 | 36 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 13:18 | yes | 14 | 47 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 17:01 | yes | 10 | 18 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:24 | yes | 2 | 21 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:17 | yes | 13 | 19 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:10 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:00 | no | 0 | 6 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 14:58 | yes | 8 | 25 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 17:26 | yes | 10 | 6 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:44 | yes | 5 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 13:08 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 09:43 | yes | 23 | 30 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 16:35 | yes | 6 | 4 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 14:04 | no | 0 | 27 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 14:16 | yes | 9 | 23 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 16:41 | yes | 9 | 55 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:51 | no | 0 | 24 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:10 | yes | 3 | 15 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 16:08 | yes | 14 | 25 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 16:19 | yes | 16 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 13:03 | yes | 3 | 6 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 09:08 | no | 0 | 16 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 09:11 | yes | 10 | 5 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:45 | yes | 15 | 13 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 16:56 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 08:57 | yes | 24 | 29 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:41 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:12 | no | 0 | 32 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 08:35 | yes | 25 | 48 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:48 | yes | 25 | 33 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 08:52 | yes | 15 | 36 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 08:33 | yes | 5 | 29 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 16:25 | yes | 13 | 22 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) read as CisionOne
Semrush read as Semrush Media Monitoring
Semrush (AI PR Toolkit) read as Semrush Media Monitoring
Semrush's AI PR Toolkit read as Semrush AI PR Toolkit
Semrush's AI PR Toolkit (formerly Prowly) read as Semrush AI PR Toolkit
Semrush's AI PR Toolkit Pro read as Semrush AI PR Toolkit
Sprinklr read as Sprinklr Insights
Unresolved, counted raw
Just Reach Out
MediaMonitors
Newswhip
PRLog
Preston PR (by Intelligent Relations)
Semrush PR Toolkit
SourceBottle
SubmitPressRelease
Talkwalker Free Alerts
Discontinued, still offered
No shut-down product was recommended here.