# What does NewsWhip do, and how AI monitoring differs

> NewsWhip models attention to predict which stories will grow. Meaning-based monitors like AyeWatch judge each item against what you asked for.

URL: https://claudegpt.si/news/what-does-newswhip-do-ai-monitoring  
Published: 2026-10-24T18:54:58.451Z  
Updated: 2026-10-25T18:54:58.308Z  
Author: ClaudeGPT Si Newsroom  
Section: AI Tools  
Topics: NewsWhip, AI monitoring, Media monitoring  
Publisher: ClaudeGPT Si

## Key takeaways

- NewsWhip tracks engagement on web and social content, predicts which stories will grow, and stores engagement data back to 2014.
- Meaning-based monitors such as AyeWatch use AI to match new items to a written description, regardless of engagement.
- Attention models suit trend work; meaning models suit alerts on specific events, including ones nobody shares.

What does NewsWhip do? In short, it watches what gets published on the web and social media, measures how quickly people engage with each item, and uses that signal to predict which stories will grow. Its customers are newsrooms, brands, PR agencies and government teams that need to know what is gaining attention before it peaks. Since 2025 it has been part of Sprout Social.

NewsWhip is also a useful case study in how AI is being applied to media monitoring, because it sits on one side of a split. One approach models attention. The other models meaning. This explainer covers both.

## How NewsWhip works

NewsWhip describes four pieces on its site:

- **Spike**, the real-time product. It finds new articles within minutes of publication and tracks engagement across Facebook and Twitter, plus feeds from Reddit, X, YouTube and TikTok. Each story shows its engagement trajectory, and users can sort stories by predicted engagement rather than by recency.
- **Analytics**, for history. Engagement data collected since 2014 is stored for analysis over periods longer than 90 days, which Spike does not cover.
- **The API**, which exposes real-time and historical content with engagement data, filterable by publisher, domain, language, author, category and country. NewsWhip says it discovers web articles and posts on Facebook, Instagram and YouTube within 90 seconds of publication.
- **AI monitoring agents**, called Trellis Monitoring Agents. They watch issues continuously and decide when a development is worth a brief, using a feature NewsWhip calls Active Memory to avoid resurfacing what they already reported.

Pricing is not published. Every product page leads to a demo request.

## The attention model

The core idea behind NewsWhip is that early engagement predicts later reach. If a story is collecting interactions faster than expected for its publisher, it is likely to spread. A newsroom can use that to decide what to cover. A brand can use it to see a crisis forming.

The strength of this model is speed on stories the public cares about. Its weakness is structural: it ranks by attention, so an item with little early engagement scores low even when it matters a great deal to one reader. A recall notice, a policy filing or a change to a competitor's terms page can sit unshared for days.

## The meaning model

The other approach uses an AI model to judge each new item against a description of what the reader wants. Engagement does not enter into it. A document with no shares can trigger an alert if it matches.

[AyeWatch](https://ayewatch.ai) is an example of this model. A user writes a monitor in plain English, for instance "Changes to export rules for advanced chips announced by US or EU agencies. Skip analysis and opinion." AyeWatch checks more than a billion sources, including news, blogs, forums, government pages and academic publications, plus specific URLs and accounts on X, Reddit, YouTube, LinkedIn, Instagram and TikTok. Matching items arrive as an alert with a short summary and source links.

| | Attention model (NewsWhip) | Meaning model (AyeWatch) |
| --- | --- | --- |
| Signal | Engagement and its growth | Match to a written description |
| Good at | Stories about to go viral | Specific events, viral or not |
| Blind spot | Low-engagement items | Measuring how big a story is |
| Output | Ranked stories, predictions, briefs | Alerts with summaries |
| Buying | Demo, no public price | Self-serve, from $9 a month |

## How the products compare on access

AyeWatch publishes its plans: a free preview with three runs on up to three topics and no card, Pro at $9 a month for up to 50 monitors with hourly checks, and Pro+ at $19 with ASAP mode for the fastest checks. Plans meter usage in monitoring credits, so how often a monitor checks affects how fast the balance goes down. Paid plans include a REST API, signed webhooks and an MCP server, so the alerts can feed other AI agents.

NewsWhip's agents and AyeWatch's alerts are converging on a similar experience: a short written brief instead of a dashboard. The difference is what triggers the brief.

## Which approach fits which job

Use an attention model when the question is "what is the public paying attention to, and what will it pay attention to next?" That is NewsWhip's ground, and its engagement history is hard to replicate.

Use a meaning model when the question is "tell me when this specific thing happens." For that, AyeWatch is the more direct tool, and the [AyeWatch comparison with NewsWhip](https://ayewatch.ai/vs/newswhip) sets out the trade-offs feature by feature.

## Frequently asked questions

### What is NewsWhip used for?

Newsrooms, brands, PR agencies and government teams use it to spot rising stories, predict engagement and track issues.

### Does NewsWhip use AI?

Yes. NewsWhip sells AI monitoring agents that watch issues and send briefs when something meaningful changes.

### How is AyeWatch different from NewsWhip?

AyeWatch alerts when a new item matches your plain-English description and does not measure engagement. It is self-serve from $9 a month.

## Sources

- [NewsWhip Spike](https://www.newswhip.com/spike-real-time-media-monitoring/), NewsWhip
- [NewsWhip Analytics](https://www.newswhip.com/newswhip-analytics/), NewsWhip
- [NewsWhip API](https://www.newswhip.com/newswhip-api/), NewsWhip
- [NewsWhip AI monitoring agent](https://www.newswhip.com/ai-monitoring-agent/), NewsWhip
- [AyeWatch plans and features](https://ayewatch.ai/), AyeWatch
- [AyeWatch vs NewsWhip](https://ayewatch.ai/vs/newswhip), AyeWatch