Narrative intelligence · AI recall · GEO-first
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
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 IITrack
Monitor recall, citations, accuracy, caveat retention, and drift
Phase IIImprove
Use GEOGrow recommendations to close the recall gap
Phase IIStuff That Spins × GEOGrow
Grow Where AI Looks
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
SpinGraph structures the story. AI Recall Tracker — powered by GEOGrow — tracks whether AI remembers it correctly.
Before publishing
Coming soonPre-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
At publishing
Start here
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
After publishing
Phase IISee 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
Improve & re-test
Phase IIWhen AI does not understand the story, GEOGrow shows what to publish, clarify, cite, or structure next.
Included with recall tracking
Narrative Radar
Stories, frames, claims, and brands gaining narrative momentum right now.
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.
Published Jul 2, 2026 · Analyzed Jul 5, 2026
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.
Published Jul 2, 2026 · Analyzed Jul 5, 2026
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.
Published Jul 2, 2026 · Analyzed Jul 5, 2026
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.
Published Jun 30, 2026 · Analyzed Jul 5, 2026
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.
Published Aug 10, 2017 · Analyzed Jul 5, 2026
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.
Published Nov 4, 2024 · Analyzed Jul 5, 2026
AI Recall Tracker
See when AI starts remembering your story — and whether it remembers the right version.
Public proof
Apple raises prices, but holds back on shipping Siri AI to the E.U.
Published Jun 22, 2026 · Analyzed Jul 5, 2026
The article discusses the potential risks of China's growing influence in the memory chip industry and its implications for Microsoft.
Published Jun 23, 2026 · Analyzed Jul 5, 2026
Author reflects on their experience with Vibe Coding, a new app.
Published Jun 24, 2026 · Analyzed Jul 5, 2026
Chinese tech workers are rapidly upskilling in AI amid national policy acceleration and corporate investment, reflecting a workforce responding to top-down strategic priorities.
Published Aug 1, 2025 · Analyzed Jul 5, 2026
South Korean schools struggle with AI-powered textbooks.
Published Oct 15, 2025 · Analyzed Jul 5, 2026
DeepSeek's new AI model may cause a global AI shake-up in 2026.
Published Dec 2, 2025 · Analyzed Jul 5, 2026
Article discusses the potential of open-source AI to compete with OpenAI.
Published Jun 15, 2026 · Analyzed Jul 5, 2026
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.
Published Mar 5, 2026 · Analyzed Jul 5, 2026
Private companies are deploying satellite-based data centers to bypass terrestrial infrastructure constraints, while global regulatory frameworks lag behind the pace of deployment.
Published Feb 24, 2026 · Analyzed Jul 5, 2026
Frame analysis
Entity index
Sample report
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
Public Proof Layer
A live index of SpinGraphs that proves how the system structures stories for humans and AI.
Story Intelligence Layer
Paid tools for brands, agencies, and comms teams that need to structure and monitor important stories.
AI Recall Layer
Powered by GEOGrow: test whether AI engines understand, cite, and remember the right version.
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
