> Alex-George Adam — Social & Behavioral Intelligence Lab | The Listening Room
Social & behavioral intelligence · Bucharest

The ListeningRoom

Eleven free instruments that read public behaviour and report their own limits. Each one names what it proves — and refuses when the data cannot carry the claim.

Explore the instruments Enter the Reading Room →
Eye-tracking model · live
0 fixations 0 px scan-path 0 s dwell
Reading this session only. Nothing is stored, nothing is sent.
Scroll to open the instrument →

Most of the roomnever speaks

01 — The instrument watches back
25,000 present · 3,000 speaking
Every percentage you have read about an audience was written by the twelve percent who spoke. The rest were counted as if they had agreed.
02 — The Echo Suite

Find the tension. See the friction.
Make a move.

Eleven free instruments, in three moves. Read what an audience already feels, find where a campaign rubs, then make the call — before the market makes it for you. See the suite as a system — problem → use case → output →

Move 01

Find the tension

What an audience already feels
Echo 01

Echo Pulse

Conversation pulse

Sentiment, emotion and momentum from public comments, read in seconds.

Open instrument → Echo 03

Echo Mirror

Perception against intent

The distance between how a brand speaks and how it is actually heard.

Open instrument → Echo 05

Echo Signal

Trend & shift detection

What rose, what fell and what changed tone between two snapshots.

Open instrument → Echo 06

Echo Undertow

Action-language transition

The moment a conversation stops weighing a thing and starts moving on it.

Open instrument → Echo 09

Echo Penumbra

The silent denominator

What the whole audience can believe, when only the vocal few spoke.

Open instrument → Echo 10

Echo Counterworld

Coordination, partially identified

Thousands who decided alone, or a few who staged it. The trace looks the same.

Open instrument → Vector

Vector

Narrative radar · live world press

Which frame is winning, who carries it, and where it drifts.

Open instrument →
Move 02

See the friction

Where the work rubs against the world
Echo 02

Echo Compass

Message-to-market alignment

How well your language matches the language your market actually uses.

Open instrument → Echo 04

Echo Brief

Public text to strategic memo

Summary, insights, themes, tensions, risks and recommended actions.

Open instrument →
Move 03

Make a move

The call, before the market makes it
Echo 07

Echo Oracle

Pre-launch campaign trial

A campaign cross-examined before the market does it for you.

Open instrument → Echo 08

Echo Muse

Creator script intelligence

Eight observable dimensions, extracted evidence, hooks and publishing assets.

Open instrument →
03 — Live decode

Paste something.
Watch it resolve.

A working miniature of the suite, running on this page. Every number below is computed from your own text and shows the words it counted — nothing is invented, nothing is uploaded.

Input stream
◆ Privacy · your text never leaves this browser. Nothing is uploaded, nothing is stored.
Readout
[ awaiting input ]
paste text and run the decode
to see the signal emerge
04 — The discipline

A result that cannot fail is not a result.

It reports an interval

Not one number dressed as certainty. The width is the finding, and it is printed first.

It names what it cannot prove

Every verdict is paired with what it does not establish, written before the result.

It refuses

When your stated assumptions contradict the data, no estimate is produced at all.

It stays on your machine

Everything runs in the browser. No account, no upload, nothing sent anywhere.

◆ The core result

Same trace. Opposite truth.

What the trace can prove: the interval of worlds still compatible with it. What it cannot: which of the two produced it. That is why every instrument here reports an interval — never a single number.

05 — Research

The instruments come
from papers.

Each tool is the operational half of a written argument. Every paper is open access and states its own conditions of failure.

Paper 01◆ The spine — start here

The Coordination–Consensus Continuum

The theory every other paper here extends. A shout made of a thousand voices cannot be taken apart: from an observed trace alone, coordinated amplification and genuine consensus are not distinguishable. Six propositions on what observational data can and cannot reveal about who is really speaking — and the reason every instrument in this suite reports an interval instead of a number.

Zenodo · open access
10.5281/zenodo.21191675
Foundational · 2026
Paper 08● New · preprint · open access

The Individuality Gap

Why observational uniqueness does not establish person-specific structure. Nearly-full uniqueness in a database is compatible with zero real individuality — the percentage is not a weak signal, it is not a signal. Open the three in-browser demonstrations, in English or Romanian.

Interactive proof + Zenodo10.5281/zenodo.21977804v1 · 2026
Paper 07● New · preprint · open access

Who Was the Click For?

Action address as a missing variable in digital brand analytics: the same click can be addressed to the brand, to the platform, or to the feed itself — and standard funnels cannot tell which. What that costs, and what would identify it.

Zenodo · open access10.5281/zenodo.21909471v1 · 2026
Paper 06● New · preprint · open access

The Story Comes Cheap

Brand authenticity as a cost inference, not a property consumers detect. If generative AI drives the cost of the carrying signal toward zero, which signals still separate an authentic sender from an inauthentic one? The paper derives that single condition — the signal floor — for identity goods.

Zenodo · CC BY 4.0
10.5281/zenodo.21819305
v1 · 2026
Paper 07● New · companion protocol

What It Would Take to Test This

The costed protocol for the signal-floor account: what an honest test would actually require, priced out, so the claim can be falsified rather than merely argued. Supplements The Story Comes Cheap.

Zenodo · CC BY 4.0
10.5281/zenodo.21819401
v1 · 2026
Paper 05Working paper · open access

The Liar’s Dividend Without a Liar

Authentic work can carry a provenance penalty with no lie anywhere in the chain. Names the cost — the ambient provenance discount — the asset it depletes, and the only defence that survives: external corroboration, not what the image shows.

Zenodo · CC BY 4.0
10.5281/zenodo.21757237
v1 · 2026
Paper 04Practitioner note

The Discount Comes Last

A euro withheld from someone who would have bought anyway is worth roughly ten of new revenue. An operator’s guide that routes promotions on customer and stock state together, and puts price reduction last behind four cheaper levers.

Zenodo · CC BY 4.0
10.5281/zenodo.21760340
v1.0 · 2026
Paper 03Working paper

When Coordination Becomes Consensus

Follows one question — who is really speaking? — down the length of a listening pipeline. Collection, deduplication, classification, aggregation: each stage quietly discards some of the evidence that would separate coordinated amplification from genuine consensus, until a dashboard reports an agreement the raw trace never established.

ResearchGate
Mechanism-attribution loss
2026
Paper 02Working paper · companion instrument

The Silent Denominator

A dashboard reports 68% positive. That is a fact about the people who spoke, read aloud as a fact about everyone. This paper bounds what the silent majority can actually believe: sharp assumption-free intervals, a one-parameter bridge, and the exact ratio at which a majority claim loses its sign — plus a refusal when your stated beliefs and the data are jointly impossible.

ResearchGate · v0.8
Companion · Echo Penumbra
Code: 10.5281/zenodo.21442230
06 — Data journalism

The Say-Do Gap:
claimed value against measured behaviour.

One row per study. The left column is what a society says it wants; the right is what the record shows it does. The gap between them is the story. Read the series →

№StudyThe gapWhat the data showsSourcesPublished
03
We call it merit.
It runs on a head start.
20% rank family last
Across 44 countries a wealthy family is ranked last among the things that decide a life. The OECD measures 4.5 generations for a child born in the poorest tenth to reach merely average income.
OECD · Pew
ISSP
Aug 2026
02
We still want two children.
We're having 1.3.
1.34 births per woman
The two-child ideal has held for forty years — 87% still name two or more. Europe's birth rate hit a record low. What collapsed is not the wish, but the distance to it.
Eurostat
GGS
Aug 2026
01
We didn't cut our emissions.
We moved them.
↗ consumption footprint
Europe's production footprint fell. Its consumption footprint did not. The difference left the continent on a container ship.
GCP
OWID
Jul 2026
Q2
The Romanian Behavior Index
Belief runs outward, delivery runs behind.
47.6 overall RBI
One country read across four pillars — AI 35.2, Trust 41.0, Economy 49.8, Work 64.5. Every figure carries a source, a date and a confidence tier.
Original
research
Q2 2026
07 — The Reading Room

The other half
of the practice.

Poet first, researcher second. Three multimedia volumes published in 2026 — every poem free to read on the page, each with an original soundtrack composed and produced by the author.

Volume 01 · bilingual RO / EN

Te-a iubit, oare, pisica?

Five acts, one for each season, narrated from first page to last by a cat who watches a love story arrive, settle, sour and leave.

59 poems5 original tracksFree to read
 Volume 02 · bilingual RO / EN

Patruzeci de zile / Forty Days

One tower block, forty floors, forty days of mourning. A narrator climbs and reads the doors — one poem per floor.

41 floors1 original trackFree to read
 Volume 03 · Bilingual RO / EN · ● New

Nu mai sunt oameni în zona ta

Fifty poems about dating apps, distance and the metrics of loneliness — the profile grid read as a building of closed doors. With the original soundtrack “Still Typing”.

50 poems1 original trackFree to read
 The wing itself

Enter the Reading Room

Both volumes, the audio, and the prose that sits outside them. The literary side of the same listening practice.

2026Poetry & prose
The soundtracksOriginal music, composed and produced by the author
Open in Spotify ↗
08 — About the practice

A research identity.
A listening practice.

Alex-George Adam — poet, researcher and strategist in Bucharest, working where online language becomes behavioral evidence.

My work sits at the intersection of social listening, cultural strategy, influencer ecosystems, creative performance and applied AI. Over a decade across leading global technology and consultancy environments, building intelligence frameworks for decoding online behavior — and the noise beneath it. Fifty industry awards, five Effies.

The Listening Room is an independent practice. Echo is the instrument suite. The research defines what the data can support. The writing asks what the numbers leave behind — and none of the three is decoration for the others.

Alex-George Adam — portrait
Order of identity
Poet and writer first. Researcher second. Strategist third.
ORCID
0009-0002-4797-8869
Published research
10 papers · open access
Instruments
11 · free · in-browser
Poetry
3 multimedia volumes, with original music →
Based in
44.43° N · 26.10° E / Bucharest