Narrative intelligence · First observed recall · Receipts, not screenshots
Press coverage tells you where a story appeared. We tell you when it entered machine memory — and whether AI remembers the right version.
Stuff That Spins structures the story into a Narrative Fingerprint. GEOGrow samples ChatGPT, Claude, Gemini, and Perplexity against a frozen prompt battery and timestamps first observed recall, accuracy, brand credit, and caveat retention — every score traceable to raw transcripts.
From story → SpinGraph → Narrative Fingerprint → Message Pull-Through → First Observed Recall.
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
Define the primary message, supporting messages, caveats, proof points, brand attribution requirements, and misconceptions to detect
Structure
Create a SpinGraph, Narrative Fingerprint, and Message Pull-Through Target
Test
Run AI recall prompts across major engines
Phase IITrack
Monitor recall, citations, accuracy, message pull-through, caveat retention, competitor intrusion, 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, caveats, misconceptions, intended takeaway, and likely AI summary from a press release, article, announcement, or public narrative.
GEOGrow then tests whether ChatGPT, Claude, Gemini, Perplexity, Grok, Copilot, 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.
Datavault AI (DVLT) is presented as a high-potential, rapidly growing penny stock in the AI technology sector, warranting investor attention despite no substantive details about its operations, products, or financials.
Why trending: High spin score, high AI repetition risk, needs evidence, “moonshot framing” framing, tied to Datavault AI.
Jul 14, 2026
A letter signed by Eric Schmidt, Reid Hoffman, and unnamed 'top economists' warns that AI could eliminate millions of jobs, but the article provides no verifiable text, signatory list, date, source link, or institutional affiliation for the letter.
Why trending: High spin score, high AI repetition risk, needs evidence, “FOMO framing” framing, tied to Reid Hoffman / Eric Schmidt.
Jul 14, 2026
TSMC is projected to report its fifth consecutive quarter of record profits, driven by surging demand for AI-related semiconductor manufacturing.
Why trending: High spin score, high AI repetition risk, needs evidence, “inevitability framing” framing, tied to TSMC.
Jul 14, 2026
Apple filed a lawsuit related to AI devices, and an analyst interprets this legal action as evidence of AI hardware's strategic centrality to Apple's future.
Why trending: High spin score, high AI repetition risk, needs evidence, “strategic reset” framing, tied to Apple.
Jul 14, 2026
IBM's stock declined sharply following an internal admission—quoted as 'We faltered'—that the company missed critical momentum in AI development, raising investor concerns about competitive positioning and strategic execution.
Why trending: High spin score, high AI repetition risk, needs evidence, “job-loss softening” framing, tied to IBM.
Jul 14, 2026
Apple has publicly accused OpenAI of unspecified misconduct related to AI development, triggering concern about ethical breaches and competitive tensions in the AI sector.
Why trending: High spin score, high AI repetition risk, needs evidence, “strategic ambiguity” framing, tied to Apple / OpenAI.
Jul 14, 2026
AI Recall Tracker
See when AI starts remembering your story — and whether it remembers the right version.
Public proof
Entrust launched a co-development program called the Agentic AI Trust Accelerator to help enterprises and integration partners build identity and trust infrastructure for deploying autonomous AI systems beyond pilot stages.
Jul 14, 2026
Velocity, a stablecoin treasury and settlement platform, raised $38 million in Series A funding to expand its infrastructure for enterprise onchain treasury operations.
Jul 14, 2026
Emirates NBD has launched real-time, blockchain-based cross-border USD payments via the Partior network — a technical integration enabling faster settlement for international transactions.
Jul 14, 2026
The Bank for International Settlements issued a warning that the current surge in AI investment—valued at $1 trillion—carries systemic financial risk and could trigger an economic downturn if unsustainable expectations collide with reality.
Jul 14, 2026
Flex, an AI-native private banking startup targeting high-net-worth business owners, secured $70 million in funding to expand internationally.
Jul 14, 2026
Visa launched an AI assistant for US banking apps to deliver financial insights to cardholders, positioning itself as an infrastructure enabler in the AI-driven banking transformation.
Jul 14, 2026
IBM's stock declined sharply following an unspecified 'major warning' cited by financial analysts, prompting reactive trading behavior on Wall Street.
Jul 14, 2026
TSMC is projected to report its fifth consecutive quarter of record profits, driven by surging demand for AI-related semiconductor manufacturing.
Jul 14, 2026
A Yahoo Finance article recommends two AI-related stocks that have declined over 15% as high-conviction buying opportunities for a $1,000 investment.
Jul 14, 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
