The company behind

AIsubtext

"AI doesn't just answer questions.
It creates subtext."
See the platform

The Products

Three intelligence platforms.
One infrastructure.

Commercial brand intelligence

AIsubtext

Recommendation Share Intelligence

How AI engines recommend brands to buyers across ChatGPT, Claude, Gemini, and Perplexity. Measure the gap. Deploy remediation. Trace every citation back to its source.

MEASURE  ·  DIAGNOSE  ·  CAPTURE  ·  TRACK
Live in production  →
Political intelligence

NarrativeIQ

How AI Describes Candidates

How AI engines describe, rank, hedge about, and source-cite candidates running for office. 500 data points per audit, with source provenance mapping, claim ledger, salience index, and hedge detection.

SOURCE  ·  CLAIM  ·  SALIENCE  ·  HEDGE
Contact us about NarrativeIQ  →
Reputation intelligence

ReputationIQ

How AI Describes Reputations

How AI engines represent corporate and executive reputations over time. Baseline sentiment tracking, week-over-week drift detection, crisis signal identification, and post-response verification.

SENTIMENT  ·  DRIFT  ·  CRISIS  ·  REBOUND
Get notified · Q1 2027  →

By the numbers
2,322
Brands indexed
in production
4
AI engines
continuously monitored
3
Intelligence platforms
from one infrastructure
Live
Public AI Brand Index
at aisubtext.ai/TheIndex

Why we build

The new discovery layer already exists.
Most brands can't see it.

Google indexes ten blue links. AI answers with two to four options. When a brand isn't in the answer, the visit doesn't happen. The traffic doesn't arrive. The pipeline shrinks.

Quontora builds measurement, remediation, and attribution infrastructure for brands competing in that new layer. Not another dashboard. A closed-loop system that measures Recommendation Share, diagnoses the gap, deploys remediation, and traces every citation back to its source.

MEASURE  ·  REMEDIATE  ·  ATTRIBUTE

See how AI engines recommend
your brand.

Run a free AI Recommendation Audit in 90 seconds. Score your Recommendation Share across the four AI engines your buyers actually use.

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