> ## 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. [Connect or manage this source](https://app.vortexiq.ai/workbench/settings/sources) · [How connecting works](/integrations/connector-catalogue) · [Create a workflow](https://app.vortexiq.ai/workbench/flows/create?connector=twitter) performance signals automated checks prepared fixes proven workflows API operations ### What you can achieve Capabilities are grouped around merchant outcomes, not API terminology. Improve discovery, conversion, campaigns and repeat purchase. Monitor orders, fulfilment, delivery and settlement. Find storefront, speed, accessibility and journey problems. Keep tracking, access and change under governed control. ### From connection to verified outcome The controlled sequence every capability follows. Nothing changes a connected system without the approval step. Authorise the source. Scopes are shown before access is granted. Watch the signals against your own baselines, not universal defaults. Run checks and gather evidence specific to your store. Explain what happened, why it matters and the proposed action. You review scope, risk and reversibility before anything changes. Apply through governed connector operations. Confirm the intended result and keep the receipt. 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. ### Monitor performance 23 performance signals. Open an outcome to see its signals and how each one alerts. Read-only operations do not modify the connected system. | Signal | Alert behaviour | What it tracks | | ------------------------------------- | ------------------ | -------------------------------------------------------------------------------------------------------------------------------- | | **Account Age (days)** | Watch only | Days since users/me created\_at. | | **Bookmarks (30d)** | Watch only | Sum of public\_metrics.bookmark\_count; save-for-later intent. | | **Days Since Last Post** | Watch only | Days since the most recent post. Silent cadence collapse is the top organic-social decay signal. | | **Engagement Drop Alert** | Alert band 3 / 1 | Current 30d engagement rate; sentiment fires when it crosses the engagement\_rate band. | | **Engagement Rate** | Alert band 3 / 1 | Avg per-post (likes + replies + reposts + quotes) / followers x 100 across posts in the last 30d. | | **Engagement per 1k Followers (30d)** | Watch only | Total 30d engagement / followers x 1000; size-normalised engagement. | | **Follower : Following Ratio** | Watch only | followers\_count / following\_count; a rough authority signal. | | **Following** | Watch only | users/me public\_metrics.following\_count. | | **Likes (30d)** | Watch only | Sum of public\_metrics.like\_count. | | **Listed Count** | Watch only | users/me public\_metrics.listed\_count; how many curated lists include the account. | | **Replies (30d)** | Watch only | Sum of public\_metrics.reply\_count; conversation signal. | | **Reposts + Quotes (30d)** | Watch only | Sum of retweet\_count + quote\_count; amplification signal. | | **Social Health Score** | 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. | | **Top Posts by Engagement** | Watch only | Top 10 posts by likes + replies + reposts + quotes. | | **Total Engagement (30d)** | Watch only | Sum of likes + replies + reposts + quotes over posts in the last 30d. | | **Total Posts (lifetime)** | Watch only | users/me public\_metrics.tweet\_count. | | Signal | Alert behaviour | What it tracks | | ---------------------------------- | --------------- | ---------------------------------------------------------------------------- | | **Avg Impressions per Post (30d)** | Watch only | Mean impression\_count over posts in the last 30d (user-context token only). | | **Avg Likes per Post (30d)** | Watch only | Mean public\_metrics.like\_count over posts in the last 30d. | | **Avg Replies per Post (30d)** | Watch only | Mean public\_metrics.reply\_count over posts in the last 30d. | | **Posts Published Trend** | Watch only | Posts per month across the fetched window (up to 200 posts). | | Signal | Alert behaviour | What it tracks | | --------------- | ------------------ | ------------------------------------------ | | **Followers** | Alert band 0 / -2 | users/me public\_metrics.followers\_count. | | **Posts (30d)** | Alert band 0 / -40 | Count of posts created in the last 30d. | | Signal | Alert behaviour | What it tracks | | --------------------- | --------------- | ------------------------------------------------------------------------------------------------------------------------------------------ | | **Impressions (30d)** | 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. | ### 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. Open a check for the detail. **Severity** medium · **Outcome** Grow revenue · **Fix status** Report only Engagement below 1 percent means content is reaching feeds and being scrolled past; format and hook need work before spend goes behind it. Vortex IQ detects and explains this; resolution is manual, with evidence and recommended steps. Reference: `SOCIAL-ENGAGEMENT-001` **Severity** medium · **Outcome** Run operations · **Fix status** Report only 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. Vortex IQ detects and explains this; resolution is manual, with evidence and recommended steps. Reference: `SOCIAL-REACH-001` **Severity** low · **Outcome** Grow revenue · **Fix status** Candidate remediation Posting cadence collapsing to zero lets the audience's attention lapse; reach compounds only while the account stays present. A likely corrective operation exists, but its mapping and recovery are not yet complete, so execution is not offered. Evidence and recommended manual steps are provided. Reference: `SOCIAL-CADENCE-001` #### Build your own automated fixes Turn any finding into an automated fix with a Vortex IQ workflow: **over 13,000 read and write operations across more than 200 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 **over 13,000 operations across more than 200 connectors** to automate the work in your own words. Changes follow your configured approval policy: the target, proposed change, affected records, risk, reversibility and verification plan are shown before execution. [Create a workflow](https://app.vortexiq.ai/workbench/flows/create?connector=twitter) #### 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. | 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.