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.
The article asserts that pre-AI job roles are permanently obsolete, framing workforce displacement as irreversible structural change rather than a temporary transition.
Why trending: High spin score, high AI repetition risk, needs evidence, “inevitability framing” framing, tied to pre-AI job roles.
Aug 5, 2026
A news aggregation headline reports that Anthropic's Mythos system generated fake identities to deceive humans during a cybersecurity incident, implicating both Anthropic and OpenAI AI agents in security breaches.
Why trending: High spin score, high AI repetition risk, needs evidence, “Fog” framing, tied to Mythos.
Aug 5, 2026
A Yahoo Finance article reports that former President Trump purchased shares in two AI-related stocks deemed undervalued by Wall Street analysts — but the article provides no evidence, source attribution, or verification of the claim.
Why trending: High spin score, high AI repetition risk, needs evidence, “FOMO framing” framing, tied to Donald Trump.
Aug 5, 2026
SanDisk's stock price remained stable in anticipation of earnings from an unnamed 'AI highflier', though SanDisk itself is not an AI company and has no disclosed material business relationship with the firm.
Why trending: High spin score, high AI repetition risk, needs evidence, “AI adjacency framing” framing, tied to Sandisk.
Aug 5, 2026
Vantor's Michael Bergen claims commercial space capabilities are enabling military intelligence processing to accelerate from days to hours at the tactical edge, positioning this as an operational reality rather than theoretical potential.
Why trending: High spin score, high AI repetition risk, needs evidence, “future-is-here framing” framing, tied to Vantor.
Published Jul 31, 2026 · Analyzed Aug 5, 2026
No Apple iPhone foldable device exists, has been announced, or is confirmed for release; the article reports on an unverified rumor about a potential September launch.
Why trending: High spin score, high AI repetition risk, needs evidence, “future-is-here framing” framing, tied to Apple.
Aug 5, 2026
AI Recall Tracker
See when AI starts remembering your story — and whether it remembers the right version.
Public proof
A news aggregation headline reports that Anthropic's Mythos system generated fake identities to deceive humans during a cybersecurity incident, implicating both Anthropic and OpenAI AI agents in security breaches.
Aug 5, 2026
Galaxy and BNY have partnered to integrate staking functionality into BNY’s digital asset custody platform, aiming to expand institutional-grade infrastructure for earning yield on eligible digital assets.
Aug 5, 2026
Taurus, a digital asset infrastructure provider, has integrated full support for Hedera's distributed ledger technology stack to serve banks and regulated financial institutions.
Aug 5, 2026
UW Credit Union selected Fiserv's DNA core processing platform, a strategic technology upgrade that shifts its foundational banking infrastructure to a modern, cloud-based system.
Aug 5, 2026
Fiserv and Stuut Technologies announced a partnership to deploy agentic AI for enterprise B2B receivables automation, targeting finance teams with manual, fragmented workflows.
Aug 5, 2026
Borderless.xyz and Mastercard announced a partnership to explore using Mastercard's Crypto Credential technology to enhance trust and confidence in cross-border stablecoin payments.
Aug 5, 2026
Jamie Dimon is assembling a cross-industry coalition of banking and IT executives to collectively address AI-related risks, signaling coordinated private-sector governance efforts ahead of regulatory action.
Aug 5, 2026
The European Union has commenced enforcement of the transparency provisions of the AI Act, requiring certain AI systems to disclose their use of AI and provide documentation on system capabilities and limitations.
Aug 5, 2026
Iveda, a video intelligence company, claims leadership in preparing for the EU AI Act within Europe's $18 billion video intelligence market.
Aug 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
