> ## Documentation Index > Fetch the complete documentation index at: https://docs.vortexiq.ai/llms.txt > Use this file to discover all available pages before exploring further. # X (Twitter) on Vortex IQ > Monitor X (Twitter) publishing, engagement and freshness, and catch decay before organic reach erodes. Monitor X (Twitter) publishing, engagement and freshness, and catch decay before organic reach erodes. No changes are made without the configured approval policy. Read-only operations do not modify the connected system; schedules, access scopes, API usage and data handling remain governed by Vortex IQ controls. [Connect or manage this source](https://app.vortexiq.ai/workbench/settings/sources) ยท [How connecting works](/integrations/connector-catalogue) | **23** | **3** | **Build your own** | **Ready to build yours** | **178** | | ------------------- | ---------------- | ------------------ | ------------------------ | -------------- | | performance signals | automated checks | automated fixes | workflows | API operations | ## Monitor performance 23 performance signals. Signals with an alert band can raise Nerve Centre alerts; every signal supports a merchant-configured watcher. | Signal | Outcome | Alert behaviour | What it tracks | | ------------------------------------- | ----------------------- | ------------------ | ------------------------------------------------------------------------------------------------------------------------------------------ | | **Engagement Rate** | Grow revenue | Alert band 3 / 1 | Avg per-post (likes + replies + reposts + quotes) / followers x 100 across posts in the last 30d. | | **Followers** | Run operations | Alert band 0 / -2 | users/me public\_metrics.followers\_count. | | **Social Health Score** | Grow revenue | Alert band 90 / 70 | Composite 0-100: engagement rate (50%) x posting cadence (30%) x days-since-last-post (20%), from users/me + the last 200 posts. | | **Account Age (days)** | Grow revenue | Watch only | Days since users/me created\_at. | | **Avg Impressions per Post (30d)** | Customer experience | Watch only | Mean impression\_count over posts in the last 30d (user-context token only). | | **Avg Likes per Post (30d)** | Customer experience | Watch only | Mean public\_metrics.like\_count over posts in the last 30d. | | **Avg Replies per Post (30d)** | Customer experience | Watch only | Mean public\_metrics.reply\_count over posts in the last 30d. | | **Bookmarks (30d)** | Grow revenue | Watch only | Sum of public\_metrics.bookmark\_count; save-for-later intent. | | **Days Since Last Post** | Grow revenue | Watch only | Days since the most recent post. Silent cadence collapse is the top organic-social decay signal. | | **Engagement Drop Alert** | Grow revenue | Alert band 3 / 1 | Current 30d engagement rate; sentiment fires when it crosses the engagement\_rate band. | | **Engagement per 1k Followers (30d)** | Grow revenue | Watch only | Total 30d engagement / followers x 1000; size-normalised engagement. | | **Follower : Following Ratio** | Grow revenue | Watch only | followers\_count / following\_count; a rough authority signal. | | **Following** | Grow revenue | Watch only | users/me public\_metrics.following\_count. | | **Impressions (30d)** | Control risk and change | Watch only | Sum of public\_metrics.impression\_count over posts in the last 30d. Owner user-context token only; app-only bearer tokens render no data. | | **Likes (30d)** | Grow revenue | Watch only | Sum of public\_metrics.like\_count. | | **Listed Count** | Grow revenue | Watch only | users/me public\_metrics.listed\_count; how many curated lists include the account. | | **Posts (30d)** | Run operations | Alert band 0 / -40 | Count of posts created in the last 30d. | | **Posts Published Trend** | Customer experience | Watch only | Posts per month across the fetched window (up to 200 posts). | | **Replies (30d)** | Grow revenue | Watch only | Sum of public\_metrics.reply\_count; conversation signal. | | **Reposts + Quotes (30d)** | Grow revenue | Watch only | Sum of retweet\_count + quote\_count; amplification signal. | | **Top Posts by Engagement** | Grow revenue | Watch only | Top 10 posts by likes + replies + reposts + quotes. | | **Total Engagement (30d)** | Grow revenue | Watch only | Sum of likes + replies + reposts + quotes over posts in the last 30d. | | **Total Posts (lifetime)** | Grow revenue | Watch only | users/me public\_metrics.tweet\_count. | ## Audit risks and opportunities A fix status appears only where the action, inputs, approval, verification and recovery controls are mapped. Candidate remediations are never executable. | Check | Severity | Outcome | Why it matters | Fix status | | -------------------------------------------------- | -------- | -------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------- | --------------------- | | **Engagement rate below 1%** | medium | Grow revenue | Engagement below 1 percent means content is reaching feeds and being scrolled past; format and hook need work before spend goes behind it. | Report only | | **Reach dropped > 20% vs prior period** | medium | Run operations | Reach dropping over 20 percent usually means the algorithm has deprioritised the account or a format change landed badly; catching it early keeps the slide shallow. | Report only | | **Posting cadence collapsed (no post in 14 days)** | low | Grow revenue | Posting cadence collapsing to zero lets the audience's attention lapse; reach compounds only while the account stays present. | Candidate remediation | ### Build your own automated fixes 3 checks report findings on X (Twitter) today. Turn any finding into an automated fix with a Vortex IQ workflow: **13,885 read and write operations across 229 connectors** are available as building blocks, with approval, verification and rollback on every change. ## Automate approved work Vortex IQ is integrated with **100 read** and **78 write** operations across activitysubscriptions, broadcastscheduleds, lists, tweets, webhooks, account activitywebhooksubscriptionalls on X (Twitter). Combine them with anything from the **13,885 operations across 229 connectors** to automate the work in your own words. Changes follow the merchant's configured approval policy: the target, proposed change, affected records, risk, reversibility and verification plan are shown before execution. Read-only operations do not modify the connected system. [Create a workflow](https://app.vortexiq.ai/workbench/flows/create?connector=twitter) | Resource | Read operations | Write operations | | --------------------------------------- | --------------- | ---------------- | | activitysubscriptions | 1 | 4 | | broadcastscheduleds | 2 | 3 | | lists | 1 | 3 | | tweets | 2 | 2 | | webhooks | 1 | 3 | | account activitywebhooksubscriptionalls | 1 | 2 | | broadcastchats | 1 | 2 | | compliancejobs | 2 | 1 | Signed-in users see the full catalogue in the workflow builder, filtered to the sources they have connected. ### Ready to build your first X (Twitter) workflow Pick a trigger, add the operations above as steps, and every step that changes data pauses for your approval. Monitoring and audits are live now and can start any workflow you build. *** *Generated from the connector capability graph. Counts reflect the servable registry after alias normalisation and de-duplication, and refresh automatically when the registry changes.*