Now watching Google Reviews · X · Threads · TikTok

Scores trust, not popularity.

Deft Analytics crawls reviews and social, scores how credible every voice really is, and catches coordinated astroturf — manufactured praise and cybertrooper attacks — with receipts you can audit.

Public-data only·PDPA-aligned (PII salted)·Built for Southeast Asia
deft · reputation signal desk
Studies
Brand — café chain0.82
412 records · trust stable
Talent — TV host0.61
96 clusters · 4 patterns
Public figure0.34
151 records · 3 platforms
Coordinated attack detected
Astroturf proof — cluster #7CII 0.91
@user_4471arel 0.14⚑ burst
@user_88c0drel 0.11⚑ burst
@user_2f93erel 0.17⚑ burst
@user_d10b2rel 0.09⚑ burst
⚠ 12 accounts · avg reliability 0.13 · sentiment −0.96 · 47-min burst — flagged as coordinated, with records.

Every surface that shapes a reputation

Google Reviews X Threads TikTok Reddit & News
Why Deft

Likes can be bought. Trust can't be faked — only manufactured.

Most listening tools count mentions and sentiment. Deft measures who's credible, and exposes the coordination that vanity metrics reward.

Astroturf detection, with receipts

The Coordinated Inauthenticity Index catches manufactured praise and cybertrooper attacks — and every flag comes with auditable records: who, when, and how coordinated.

Trust scoring, not vanity metrics

Every voice gets a reliability score. Deft weights the signal by who's believable — not who's loudest — so follower counts and like-farms don't move the needle.

Leading indicators — see it coming

Velocity and reliability modeling surfaces a coordinated attack as it forms — often before it trends — so you respond first instead of cleaning up after.

Agentic discovery

Deft finds the conversation — you don't feed it keywords.

From a single brief, agents fan out across platforms, pull the public chatter, and sort it by who's actually speaking.

Discovers sources automatically from a brand, talent, or topic brief.
Stratifies every author — public, news, official, or bot-suspect.
Localized for SEA — tuned for Malaysian Maps, Manglish, and regional platforms.
Budget-governed — a spend ceiling keeps every run predictable.
public

Real audience voices

63%
news

Media & journalists

22%
official

Owned & official accounts

9%
bot-suspect

Low-reliability / coordinated

6%
Discovery progress · Google · X · Threads · TikTok
astroturf_proof.jsonCII 0.91
12 accounts in cluster
avg reliability 0.13 (very low)
sentiment −0.96 · near-identical
burst window 47 min
exported with member records
Astroturf proof

Every alarm comes with the receipts.

The hard part of reputation defense isn't spotting a spike — it's proving it's fake. Deft shows the coordinated cluster, each account's reliability, the burst pattern, and the records behind it. Take it to your client, the platform, or your lawyer.

The full cluster with every member account.
Per-account reliability & sentiment.
Velocity / burst evidence of coordination.
Exportable, auditable — receipts, not vibes.
How it works

From a name to a verdict in three steps.

Brief a study

Name the subject — a brand, talent, or public figure — and the platforms. Deft builds the source list for you.

Deft ingests & scores

Agents crawl public reviews and social, score each voice's reliability, cluster the chatter, and flag coordination.

Read the signal

A clean desk: trust score, author mix, recurring themes, and any astroturf — each backed by auditable receipts.

Who it's for

Built for the people whose reputation is the product.

Talent & celebrity agencies

Protect the roster

Spot a manufactured pile-on against a client early — and prove to brands the love is real, not bought.

Brands & CX teams

Trust your reviews

Separate genuine sentiment from review-farms and competitor sabotage before it skews your decisions.

Public figures & comms

Catch attacks ~48h early

A coordinated attack is loudest before it's everywhere. See it forming and get ahead of the narrative.

Defend the reputation you've earned.

Get a free reputation read on any brand, talent, or public figure — and see exactly who's real, who's not, and what's coming.

Public-data only · PDPA-aligned · concierge onboarding