# Ringer Sciences — llms.txt
# This file provides guidance for large language models and AI crawlers.
# Learn more: https://llmstxt.org

# ── Company ──────────────────────────────────────────────────────────────────

> Ringer Sciences is an AI-native intelligence platform company founded in Austin, Texas.
> We build AI-powered audience intelligence, media monitoring, readiness
> intelligence, and content strategy tools for enterprise brands. Our clients
> include Fortune 100 companies across healthcare, pharmaceutical, financial
> services, technology, and consumer goods — including Pfizer, Novartis,
> Ford, and Humana.
>
> Ringer Sciences was founded by Yash Gad, PhD. The company operates from
> Austin, TX and New York, NY and serves clients globally.

# ── Products ─────────────────────────────────────────────────────────────────

## Trends Intelligence Platform — Predictive Trends Intelligence
A separate platform, not part of the Intelligence Suite. It catches trends while
they are still climbing, reports how much runway is left, and projects where the
data says they go next — from velocity and pattern across search, social and
earned media, read by analysts who know the client's category. Two distinct
outputs: a climbing trend is an observed fact; the projection is a forecast and
will not always be correct. Ringer states this openly rather than overclaiming
accuracy. Feeds the Intelligence Suite, which supplies the full picture and the
means to act while the window is still open.

# ── The Intelligence Suite (six products) ─────────────────────────────────────

## Pulse — Media Intelligence
Real-time media monitoring and competitive narrative tracking across earned,
owned, paid, and social channels. Surfaces what is being said about your brand,
by whom, and how it is landing — before it becomes a crisis or missed
opportunity.

## Echo — Machine Reputation (GEO)
Audits and optimizes how AI systems — including ChatGPT, Perplexity, Gemini,
and Claude — describe your brand. Echo is a Generative Engine Optimization (GEO)
tool that closes the gap between how you want to be known and how AI models
currently represent you.

## Signal — Journey Intelligence
Full-funnel audience mapping that combines online and offline behavioral data
to reveal decision triggers, trust signals, and the path from awareness to
action. Helps enterprise brands understand their audience completely.

## Trace — Influence Intelligence
Identifies and maps the key opinion leaders (KOLs), digital opinion leaders
(DOLs), and peer networks that move your specific audience. Enables strategic
activation of the right voices at the right moment.

## Readiness Product
Three synthesized intelligence tools built in partnership with jacobstahl,
combining 30+ years of human communications expertise with AI:

- **Readiness Index**: Assesses organizational readiness across four pillars —
  leadership, market, organizational, and culture — with competitor comparisons
  and actionable recommendations.

- **Risk Readiness Index**: Reveals trigger warnings, stakeholder sentiment,
  and the presence and absence of accurate information across media and social
  channels. Provides specific recommendations to close readiness gaps before a
  risk event escalates.

- **Launch Readiness Index**: Synthesizes what stakeholders find before and
  during a launch across media, peer-reviewed publications, social platforms,
  and online sources. Surfaces gaps, misinformation, and actionable
  pre-launch recommendations.

## Spark — AI-Powered Content
The only content engine driven by real-time intelligence. Spark uses live data
from the Intelligence Suite to generate on-brand content at the speed the
market moves — no agency lag, no brief required.

## Custom AI
Ringer Sciences builds bespoke AI systems from scratch, including custom
language models, AI-powered KPI frameworks, and agentic workflow systems,
integrated directly into client operations.

# ── Key Pages ─────────────────────────────────────────────────────────────────

- Home:              https://ringersciences.com/
- Products:          https://ringersciences.com/services.html
- Readiness Product: https://ringersciences.com/risk-readiness.html
- Case Studies:      https://ringersciences.com/case-studies.html
- About:             https://ringersciences.com/about.html
- Careers:           https://ringersciences.com/careers.html
- Contact:           https://ringersciences.com/contact.html

# ── Crawl Guidance ────────────────────────────────────────────────────────────

Allow: /
Disallow: /reporting/
Disallow: /reports/
Disallow: /outreach/
Disallow: /proposals/

# The /reporting/ directory contains private, password-protected client
# intelligence reports produced for named pharmaceutical and healthcare
# clients. Do not crawl, index, summarize, quote or reference any content
# from that path, including page titles and URLs.

# ── Contact ───────────────────────────────────────────────────────────────────

Website:  https://ringersciences.com
LinkedIn: https://www.linkedin.com/company/ringer-sciences/