ConfiguredMonitoring

X Profile & Tweets Intelligence

Monitor approved public X profiles and timelines with structured tweet, profile, media, and engagement history for research and human review.

No access or payment before scope confirmation

Your input

Tell us what to run. We handle the operating structure.

You do not need to prepare technical configuration. Provide the business requirements, examples, and approved access; we translate them into fields, rules, and a tested schedule.

What you provide

Approved public X usernames, handles, or profile URLs
Business question and legitimate monitoring purpose
Required profile, tweet, media, and engagement fields
Maximum results per profile and date window
Include-replies and include-retweets rules
Monitoring frequency, review thresholds, retention, and destination
Optional media scope and downstream rights requirements

How you provide it

Setup form
Spreadsheet watchlist
Existing creator, competitor, campaign, or account register
Public X profile URLs or handles
Example report, CRM, or dashboard schema
Written inclusion, exclusion, privacy, rights, and retention rules

The result

What this workflow delivers.

A recurring, source-linked dataset of public posts and profile context showing what selected accounts published, when it was published, and how publicly visible engagement changed between observations.

Best for: Social, communications, content, brand, campaign, market-research, competitive-intelligence, and AI-data teams with a defined public-content monitoring purpose.

Sources

Approved public X usernames, handles, or profile URLs
Approved watchlist of one or more public accounts
Public profile and timeline content available at collection time

Output fields

Tweet ID and source URL
Tweet text, publication timestamp, reply and retweet state
Observed likes, retweets, replies, and available engagement metrics
Profile ID, name, handle, verification state, and public profile details when available
Media type and public media URL when present
Collection timestamp, availability state, deduplication key, and review status

Delivery options

CSV
JSON
Google Sheets or Excel
Airtable or content review table
Database-ready records
Email digest
Scoped API or webhook

Operating scope

Agreed public profiles, result limits per profile, content types, batch size, date window, and collection frequency
Daily, weekly, or monthly
Public sources

AI-ready delivery

Structured data your team and agents can rely on.

Receive normalized records directly or let an approved agent retrieve them through a scoped interface. Source evidence, transformations, timestamps, and exception states remain available for review.

Explore managed services for outreach and follow-up

Use it directly

CSV and JSON exports
Airtable or spreadsheet delivery
Database and warehouse-ready records
Customer-controlled backups

Connect approved agents

Scoped API or webhook access
Filter and retrieve defined records
Summarize, compare, classify, and cite
Route exceptions to a human owner

Keep control

Customer-owned resulting dataset
Raw and normalized values remain distinct
Model, API, hosting, and storage costs are scoped
No autonomous consequential authority

Configurable service

One workflow, configured around the decisions your team owns.

The modules describe business capabilities, not separate tools to operate. Select the coverage, filters, review rules, schedule, and destination during setup.

Available modules

Public profile monitoring - observe approved public profile details and timeline activity
Timeline collection - collect recent public posts with configurable result limits
Engagement snapshots - retain observed likes, retweets, and replies for comparison
Reply and retweet handling - include or exclude these content states according to setup rules
Media reference capture - retain public media references only when rights and retention are approved
Multi-account comparison - compare selected profiles using consistent fields and timestamps

Business questions supported

What did each approved account publish since the previous run?
Which posts, formats, or accounts show unusual observed engagement movement?
How did posting cadence, reply activity, or retweet activity change?
Which records have missing fields, unavailable content, or incomplete coverage?
What source URL and collection time support each observation?
Which items require communications, content, brand, or research review?

Worked example

See what goes in and what comes back.

Examples show the delivery structure before setup. Names and values are illustrative, not client records or performance claims.

Example input

{
  "username": [
    "example_public_account",
    "https://x.com/example_brand"
  ],
  "count": 20,
  "include_replies": false,
  "include_retweets": true,
  "frequency": "Weekly",
  "delivery": "Social review table"
}

Example delivery

Illustrative record

{
  "username": "example_public_account",
  "profile_url": "https://x.com/example_public_account",
  "tweet_id": "synthetic-tweet-001",
  "tweet_url": "https://x.com/example_public_account/status/synthetic-tweet-001",
  "text": "Example public post text",
  "created_at": "2026-08-19T09:30:00Z",
  "observed_likes": 125,
  "observed_retweets": 18,
  "observed_replies": 7,
  "is_reply": false,
  "is_retweet": false,
  "availability_status": "public",
  "collected_at": "2026-08-19T10:00:00Z",
  "review_status": "review",
  "example_status": "synthetic"
}

Installation path

From source approval to scheduled operation.

The first representative run is reviewed before the workflow becomes a recurring operation.

Define the approved public-account watchlist, purpose, fields, result limits, date window, and exclusions

Run a representative sample using the configured X profile and timeline source

Review field availability, deduplication, unavailable items, engagement interpretation, and media handling

Confirm schedule, comparison logic, retention, destination, and review thresholds

Launch the recurring monitoring cycle

Report blocked, partial, changed, or unavailable source results as visible states

Managed history

Each run adds to a useful operating history.

Each run appends timestamped observations rather than silently replacing prior values. Tweet text, publication state, profile context, observed engagement counts, media references, availability states, and review decisions can be compared across the agreed monitoring period.

Retention and portability

Retention is agreed during setup. Structured records can be exported to CSV, JSON, spreadsheets, Airtable, a database, a warehouse, a scoped API, or another customer-controlled destination. Tweet text, usernames, profile details, media references, and author-level records require purpose-specific retention and rights terms. Deletion, managed archives, and exit exports are defined explicitly. The resulting dataset belongs to the customer. Aineed Data retains only the managed copy and history agreed for operation.

What the accumulated history can support

Track what approved accounts published over time
Compare posting cadence, content type, replies, retweets, and observed engagement
Identify posts or accounts with unusual movement between snapshots
Review public profile changes and verification-state observations
Prepare source-linked social, campaign, communications, and competitive briefs
Let an approved AI agent retrieve records using defined fields, filters, and source identifiers
Generate summaries, comparisons, classifications, or briefs from the structured dataset
Route missing, conflicting, low-confidence, or action-required records to a named human reviewer

Interpretation limits

History makes comparison possible, but it does not remove source limitations or turn signals into guaranteed business outcomes.

Results reflect public X content visible at collection time and are not a complete or real-time record

Guest or public collection can be rate-limited, sampled, delayed, incomplete, or unavailable

Engagement counts may differ from a logged-in view and can change after collection

Replies, retweets, media, deleted posts, and profile fields may require separate handling

Unavailable fields remain explicit missing states rather than inferred values

Engagement does not establish sentiment, authenticity, influence, audience quality, or business impact

Customers remain responsible for lawful purpose, platform terms, privacy requirements, rights, source licences, and downstream use

Safeguards

Automation stays inside agreed boundaries.

Access, retention, exports, and operating controls are confirmed for this workflow before launch.

Publicly accessible X content only

No private profiles, login-restricted content, credential collection, or access-control bypassing

Source URLs and collection timestamps retained

No automated posting, liking, following, messaging, outreach, or account actions

No sensitive-trait inference or demographic profiling

Media capture and downstream reuse require explicit rights and retention approval

No representation of X affiliation, endorsement, official API status, or complete coverage

Customers remain responsible for lawful purpose, platform terms, privacy, rights, and downstream use

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Request configuration

Configure X Profile & Tweets Intelligence.

Share the sources, rules, and destination. We’ll verify access and confirm the final setup and monthly operating scope.

Setup$500

ManagedOptional managed plan

Normally liveConfirmed after sample

X Profile & Tweets Intelligence

Tell us what to run. We handle the operating structure.

What you provide

How you provide it

What this workflow delivers.

Sources

Output fields

Delivery options

Operating scope

Structured data your team and agents can rely on.

Use it directly

Connect approved agents

Keep control

One workflow, configured around the decisions your team owns.

Available modules

Business questions supported

See what goes in and what comes back.

From source approval to scheduled operation.

Each run adds to a useful operating history.

What the accumulated history can support

Automation stays inside agreed boundaries.

Continue through the catalogue.

Competitive Price & Assortment Intelligence

Supplier Quote Normalizer

Portal Report Collector

Configure X Profile & Tweets Intelligence.

Configure the workflow.