TREN
TAMGAX

A wave hits the agenda.

Thousands of posts in minutes. But what's driving it?

tweet volume · live

Real, or a campaign?
TAMGAX sees the coordination.

Synchronized posting · verbatim copies · shared hub — proven with a network graph.

coordination network

It measures who
feels what, toward whom.

Aspect-based sentiment — + to the brand, − to the rival in one post. 95% on Turkish.

sentiment breakdown
Support
Anger
Mockery
Neutral

It surfaces the real
actor behind it.

Bot or human · political axis · demographics — all with a confidence score.

profile card
Bot / HumanHuman high
Political axisright bloc 87%
Demographics45-59 · Ankara
Trust index72 / 100

It doesn't just count —
it proves.

Who started it, where it spread from, why. Timestamped, court-admissible evidence.

forensic output
WHOpatient-zero account
WHEREcoordination hub
WHYspread message + intent
EVIDENCEtimestamped archive
TAMGAX

Evidence-based public opinion & perception analytics

Behind your agenda: who, what, why — with evidence.

Organic or a campaign, who's real and who's a bot, which narrative is rising. Forensic & perception analytics for social media — explainable, confidence-scored. Turkish-native, behavior signals language-agnostic.

Request a free demoHow it works
✓ GDPR/KVKK-compliant✓ Evidence-based✓ Explainable✓ Court-admissible

who it's for

For anyone who needs to know whether a wave is real or a campaign

Corporate / PR

Crisis monitoring, bot/troll attacks, reputation

Public / security

Disinformation, election integrity

Political / campaign

Perception, voters, rivals, candidate analysis

Brand / agency

Campaign impact, fake engagement

Legal / evidence

Timestamped, court-admissible reports

engines

One platform, six engines

Each is a distinct analysis layer — together they reveal the full picture behind an agenda. The engine isn't on your side; it runs on TAMGAX infrastructure and the result comes to you.

Perception & Sentiment

Aspect-based sentiment; sensitive to mockery/irony, + to the brand and − to the rival in one post. 95% on Turkish.

DUYGAR engine

Narrative Network & Actor

Who carries an agenda; camps, sub-groups and amplification patterns — a signed graph map.

WHO / Narrative Net

Bot & Coordination

Automated + synchronized (lockstep) behavior signatures; separates organic from artificial amplification.

Coordination engine

Agenda & Viral Tracking

Breakout content, topic momentum and real impression data — daily agenda tracking.

Trend engine

Foreign Influence & OSINT

Foreign-source fusion, cross-referencing; foreign-influence and agenda-building signals.

MIRAGE / OSINT

Evidence-Based Reporting

Watermarked, access-controlled and decision-ready; timestamped, court-admissible output.

Report engine

how it works

An evidence-backed report in three steps

01

Give a topic or account

Name an agenda, hashtag, campaign or account.

02

Live data + forensic analysis

Real-time collection; coordination, bot, sentiment and actor analysis.

03

Evidence-backed report

Who started it, where it spread from, why — confidence-scored, presentable output.

sample output

What a real analysis looks like

sentiment breakdown
Support
Anger
Mockery
Neutral
coordination
Coordination: light-to-moderate. 98 accounts · 18% lockstep · 3 central amplifiers detected. Organic reaction + a steered core.

Example: anonymized agenda analysis.

bot & coordination detection

Organic anger, or a hired army?

Are there real people behind a hashtag, or a network working in sync? TAMGAX looks not at content, but at behavior signatures.

Synchrony · lockstep posting within seconds Near-duplicate · verbatim copy text Cron rhythm · machine-regular intervals Shared hub · a single amplification center
Sample verdict: 98 accounts · 18% lockstep · 3 central amplifiers · patient-zero account detected → steered core + organic tail. Real reaction separated from artificial amplification.
coordination network · live
● central hub● bot candidate● bridge

let's be clear

What TAMGAX is, and isn't

IT IS

  • Evidence-based social media forensic analysis
  • Bot / troll / coordinated campaign detection
  • Turkish-native sentiment & perception (95%)
  • Political/camp detection + demographic inference
  • Crisis early warning + court-admissible evidence

IT IS NOT

  • Not a raw-data / scraper vendor
  • Not just a “mention-counting” listening tool
  • Doesn't create bots — it detects them
  • Not a manipulation tool; on the detection side
  • Never says “certain” — probabilistic + evidenced

four axes · one profile card

For every account, every agenda

Bot / Human

Coordination, near-dup, fake engagement

Sentiment

Aspect-based, mockery/irony, 95% Turkish

Political

Camp/ideology detection, bloc split

Demographics

Age, region, occupation — confidence-scored

what sets us apart

Others count. We prove.

Not “how many mentions” — “who, from where, why.”

A network graph that proves coordination · the patient-zero of a viral claim · a timestamped, deletion-resistant evidence archive.

licensing · partnership

Deploy under your own brand — the engine stays with us.

Run TAMGAX white-label, dedicated to your organization. No code files are handed over; the engines stay on TAMGAX infrastructure and can't be reverse-engineered. Your data stays with you, isolated.

Your own keys (BYOK) — LLM/data cost transparent and on your side; no surprise bills.
Your logo, color, domain — corporate identity + your own subdomain.
Engines stay at TAMGAX — DUYGAR, Narrative Net, OSINT protected on our servers; not copyable.
Your data isolated — multi-tenant separation; no one touches your data.
1–5 users, minutes — enter a token, paste your keys, get started.
Legitimate oversight — telemetry/kill-switch by contract; we don't view your content.
Talk about licensing ↓

See it on your own case.

Free enterprise demo — a sample analysis tailored to you.

Email verification required · Your details are used only for the demo · GDPR-compliant

frequently asked

How do you obtain the data? Is it legal?

Only open/publicly available social media data is analyzed. GDPR/KVKK-compliant; no private/confidential data is collected.

How reliable are the results?

Every inference comes with a confidence score and explainable evidence — not "certain," but probabilistic and verifiable.

Does it support languages other than Turkish?

The engine is Turkish-native; behavioral and coordination signals are language-agnostic. Other languages are a separate calibration effort.

How fast do I get results?

Topic/account analyses within minutes; comprehensive forensic reports within hours, depending on data volume.

Can we deploy it in-house, under our own brand?

Yes. With white-label licensing you run it with your own logo, domain and API keys (BYOK); the engines stay on TAMGAX infrastructure and your data stays isolated with you. Setup takes minutes.

TAMGAX · ONOK — social media forensic & perception analytics · open-source, enterprise, GDPR/KVKK-compliant