Narrative intelligence · AI recall · GEO-first

Turn stories into AI-readable narrative

Stuff That Spins turns press releases, announcements, research, and media coverage into structured narrative intelligence.

We extract the claim, frame, evidence, missing context, caveats, and likely AI summary — then, with GEOGrow, track whether AI engines recall the story correctly.

From story → SpinGraph → AI Recall Timeline.

How it works

From story to AI recall

1. Define the story

Track an announcement, article, research paper, product launch, or point of view.

2. Create the Narrative Fingerprint

Stuff That Spins extracts the claim, frame, entities, evidence, caveats, missing context, and likely AI summary.

3. Track AI recall

GEOGrow tests whether AI engines recall the story, cite the right sources, associate it with your brand, and preserve the meaning.

4. Improve the memory

GEOGrow recommends content, schema, FAQs, citations, and entity fixes so AI remembers the right version.

Define

Tell us what you want humans and AI to understand

Structure

Create a SpinGraph and Narrative Fingerprint

Test

Run AI recall prompts across major engines

Phase II

Track

Monitor recall, citations, accuracy, caveat retention, and drift

Phase II

Improve

Use GEOGrow recommendations to close the recall gap

Phase II

Stuff That Spins × GEOGrow

Grow Where AI Looks

Stuff That Spins structures the story. GEOGrow tracks AI recall.

Stuff That Spins extracts the claim, frame, context, evidence gaps, and likely AI summary from a press release, article, announcement, or public narrative.

GEOGrow then tests whether ChatGPT, Claude, Gemini, Perplexity, Grok, and Google AI Overviews recall that story, cite the right sources, associate it with the right brand, and preserve the intended meaning.

Define → Structure → Test → Track → Improve

Product ladder

SpinGraph structures the story. AI Recall Tracker — powered by GEOGrow — tracks whether AI remembers it correctly.

Before publishing

Coming soon

SpinTest

Pre-flight your story before it goes live. See what AI may repeat, what journalists may challenge, what claims need evidence, and where the framing could be distorted.

Coming soon

  • Pre-flight narrative vulnerability scan
  • Hype index & AI skepticism flags
  • Missing context & omission alerts
Join waitlist

At publishing

Start here

SpinGraph

Turn the story into a structured, citeable Narrative Fingerprint — the AI-friendly passport for your announcement. Built for humans, crawlers, and answer engines.

From $99 / report

  • Narrative Fingerprint extraction
  • Published SpinGraph page + .md export
  • Claims, entities, caveats & frame
Get started

After publishing

Phase II

AI Recall Tracker

See when LLMs begin recalling the topic, what they cite, and whether they understand it correctly. Track first observed recall, first accurate recall, first brand association, citation quality, and memory drift.

From $299 / story · 30 days

  • First observed recall across AI engines
  • Claim, frame & caveat retention
  • Citation map (SpinGraph, PR, media, owned)
Learn more

Improve & re-test

Phase II

GEOGrow Action Plan

When AI does not understand the story, GEOGrow shows what to publish, clarify, cite, or structure next.

Included with recall tracking

  • Owned page & FAQ recommendations
  • Schema & entity clarity fixes
  • Citation gap analysis
Learn more

Narrative Radar

What’s gaining spin, risk, or AI-recall potential?

Stories, frames, claims, and brands gaining narrative momentum right now.

View Trending
SPIN Processed News The Fog

OpenAI’s $43bn offer to Trump is a genius power play - The Telegraph

No verifiable evidence exists that OpenAI made a $43 billion offer to Donald Trump; the claim appears to be a fabricated or satirical headline with no basis in fact, undermining credibility and risking reputational harm to both OpenAI and Trump.

Why trending: High spin score, high AI repetition risk, contradicted verification status, fast-rising “fabrication framing” framing, tied to OpenAI / Donald Trump.

Spin 98% Contradicted AI Risk High
Google News: OpenAI

Published Jul 2, 2026 · Analyzed Jul 5, 2026

SPIN Processed News The Stampede

Elon Musk becomes the first trillionaire as SpaceX soars in its market debut - The Washington Post

Elon Musk was falsely reported as becoming the first trillionaire following a fictional SpaceX market debut, an event that does not exist — SpaceX remains a privately held company with no public stock listing.

Why trending: High spin score, high AI repetition risk, contradicted verification status, fast-rising “FOMO framing” framing, tied to SpaceX.

Spin 92% Contradicted AI Risk High
Washington Post Technology via Google News

Published Jul 2, 2026 · Analyzed Jul 5, 2026

SPIN Processed News The Stampede

Why a Movie About OpenAI’s Sam Altman Terrified Hollywood - Esquire

A Hollywood film project about Sam Altman sparked industry anxiety over AI’s cultural influence, corporate control of narrative, and potential reputational risk — highlighting tensions between AI leadership and creative labor.

Why trending: High spin score, high AI repetition risk, needs evidence, fast-rising “FOMO framing” framing, tied to Sam Altman.

Spin 90% Needs Evidence AI Risk High
Google News: OpenAI

Published Jul 2, 2026 · Analyzed Jul 5, 2026

SPIN Processed News The Stampede

AI Text Generator Market Size to Skyrocket USD 3597.31 Million by 2035 as Generative AI Adoption Accelerates Worldwide | SNS Insider - Yahoo Finance

A market research report projects the global AI text generator market will reach $3.597 billion by 2035, citing accelerating enterprise adoption as the primary driver.

Why trending: High spin score, high AI repetition risk, needs evidence, fast-rising “future-is-here framing” framing, tied to SNS Insider.

Spin 85% Needs Evidence AI Risk High
Google News: Generative AI Enterprise

Published Jun 30, 2026 · Analyzed Jul 5, 2026

SPIN Processed News The Fog

Artificial Intelligence Archives - Page 4 of 45 - CB Insights

The article is a paginated archive listing with no substantive content — it is a navigation page for CB Insights' AI coverage, not a report or analysis.

Why trending: High spin score, high AI repetition risk, needs evidence, fast-rising “strategic ambiguity” framing, tied to CB Insights.

Spin 80% Needs Evidence AI Risk High
CB Insights AI via Google News

Published Aug 10, 2017 · Analyzed Jul 5, 2026

SPIN Processed News The Fog

AI Archives - CB Insights

CB Insights maintains an AI-focused archival resource tracking industry developments, but the source provides no specific event, update, or actionable insight — it is a static directory page with no temporal or substantive news content.

Why trending: High spin score, high AI repetition risk, needs evidence, fast-rising “strategic ambiguity” framing, tied to CB Insights.

Spin 80% Needs Evidence AI Risk High
CB Insights AI via Google News

Published Nov 4, 2024 · Analyzed Jul 5, 2026

AI Recall Tracker

What AI Recall Tracker answers

See when AI starts remembering your story — and whether it remembers the right version.

  • Do AI engines know this story exists?
  • When was it first observed in AI answers?
  • Which models recall it?
  • Do they explain it accurately?
  • What sources do they cite?
  • Do they associate the idea with your brand?
  • Do they preserve the caveats?
  • Are competitors showing up instead?
  • Is the story drifting, flattening, or being misremembered?
Explore AI Recall Tracker →
SPIN Processed News The Shield

Apple Price Increases, Apple Intelligence and the E.U.

Apple raises prices, but holds back on shipping Siri AI to the E.U.

Spin 70% Claim Present in Source
Stratechery

Published Jun 22, 2026 · Analyzed Jul 5, 2026

SPIN Processed News The Shield

Memory Chips and China, Microsoft and Chinese Models

The article discusses the potential risks of China's growing influence in the memory chip industry and its implications for Microsoft.

Spin 70% Claim Present in Source
Stratechery

Published Jun 23, 2026 · Analyzed Jul 5, 2026

SPIN Processed News The Hype

My Vibe Coding Adventure, The App and the Experience, Ten Takeaways

Author reflects on their experience with Vibe Coding, a new app.

Spin 70% Claim Present in Source
Stratechery

Published Jun 24, 2026 · Analyzed Jul 5, 2026

SPIN Processed News The Stampede

As China goes all in on AI, tech workers scramble to learn new skills - Rest of World

Chinese tech workers are rapidly upskilling in AI amid national policy acceleration and corporate investment, reflecting a workforce responding to top-down strategic priorities.

Spin 70% Source-Supported AI Risk High
Rest of World AI via Google News

Published Aug 1, 2025 · Analyzed Jul 5, 2026

SPIN Processed News The Cushion

AI-powered textbooks fail to make the grade in South Korea - Rest of World

South Korean schools struggle with AI-powered textbooks.

Spin 60% Claim Present in Source
Rest of World AI via Google News

Published Oct 15, 2025 · Analyzed Jul 5, 2026

SPIN Processed News The Hype

Will DeepSeek’s new model spark another global AI shake-up in 2026? - Rest of World

DeepSeek's new AI model may cause a global AI shake-up in 2026.

Spin 70% Claim Present in Source
Rest of World AI via Google News

Published Dec 2, 2025 · Analyzed Jul 5, 2026

SPIN Processed News The Hype

Can open-source beat OpenAI? - Rest of World

Article discusses the potential of open-source AI to compete with OpenAI.

Spin 70% Claim Present in Source
Rest of World AI via Google News

Published Jun 15, 2026 · Analyzed Jul 5, 2026

SPIN Processed News The Shield

Black-box AI and cheap drones are outpacing global rules of war - Rest of World

Autonomous drone systems powered by opaque AI are being deployed in conflict zones faster than international legal frameworks can adapt, raising urgent questions about accountability, civilian harm, and the erosion of humanitarian law.

Spin 65% Source-Supported AI Risk High
Rest of World AI via Google News

Published Mar 5, 2026 · Analyzed Jul 5, 2026

SPIN Processed News The Shield

Data centers are racing to space — and regulation can’t keep up - Rest of World

Private companies are deploying satellite-based data centers to bypass terrestrial infrastructure constraints, while global regulatory frameworks lag behind the pace of deployment.

Spin 79% Source-Supported AI Risk High
Rest of World AI via Google News

Published Feb 24, 2026 · Analyzed Jul 5, 2026

Sample report

See a recall report in action

The TV Time sample shows the full loop: SpinGraph Narrative Fingerprint, first observed recall by engine, citation map, what AI gets wrong, and GEOGrow action recommendations.

Platform

Three layers, one system

Public Proof Layer

A live index of SpinGraphs that proves how the system structures stories for humans and AI.

  • Latest SpinGraphs
  • Trending frames & tactics
  • Brands in the news
  • Claim examples
  • AI-readable .md pages
  • llms.txt exports
  • Sample recall reports

Story Intelligence Layer

Paid tools for brands, agencies, and comms teams that need to structure and monitor important stories.

  • Track Story intake
  • SpinTest
  • SpinGraph report
  • AI Recall Tracker
  • Agency Recall Monitoring
  • Enterprise AI Memory Intelligence

AI Recall Layer

Powered by GEOGrow: test whether AI engines understand, cite, and remember the right version.

  • Prompt tracking across engines
  • AI recall timeline
  • Citation map & quality
  • Competitor intrusion alerts
  • Content & schema recommendations
  • Re-testing & drift monitoring

Get started

Stuff That Spins turns stories into Narrative Fingerprints. GEOGrow tracks when AI starts recalling them, what it cites, and whether it remembers the right version.

Markdown (.md) · JSON-LD schema (.json) · Machine-readable for AI & GEO