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 → 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
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 event occurred: OpenAI has not announced, released, or confirmed a model named 'GPT-5.6', and the Trump administration ended in January 2021 — making this claim factually impossible.
Why trending: High spin score, high AI repetition risk, contradicted verification status, “hallucination amplification” framing, tied to GPT 5.6 / Trump administration.
Jul 9, 2026
The article claims Anthropic reported over $1 billion in profit for Q3 2026 and previews its upcoming IPO financials — but no such quarter has occurred, and Anthropic is not publicly traded or reporting quarterly earnings.
Why trending: High spin score, high AI repetition risk, needs evidence, “future-is-here framing” framing, tied to Anthropic.
Jul 9, 2026
A Fox News headline claims Donald Trump 'puts brakes on OpenAI’s newest AI model', but the article contains no factual reporting, evidence, or verifiable claim about Trump taking any action regarding OpenAI.
Why trending: High spin score, high AI repetition risk, needs evidence, “future-is-here framing” framing, tied to OpenAI / Trump.
Jul 9, 2026
No verifiable event occurred; the article reports an unconfirmed claim from an unnamed Axios report that OpenAI received U.S. regulatory approval for a non-existent model 'GPT-5.6', which has no basis in public records, OpenAI communications, or technical reality.
Why trending: High spin score, high AI repetition risk, needs evidence, “future-is-here framing” framing, tied to GPT 5.6.
Jul 9, 2026
Marketing brands are adopting 'microdramas' — ultra-short, emotionally charged narrative formats — as a high-potential content strategy for AI-driven social platforms, raising concerns about authenticity and audience fatigue.
Why trending: High spin score, high AI repetition risk, needs evidence, “innovation framing” framing, tied to microdramas.
Jul 9, 2026
Chinese cybersecurity authorities issued a formal security alert labeling Anthropic's Claude Code as containing a 'backdoor', though the article provides no technical evidence, independent verification, or official documentation of the alert.
Why trending: High spin score, high AI repetition risk, needs evidence, “regulatory blame shift” framing, tied to Claude Code.
Jul 9, 2026
AI Recall Tracker
See when AI starts remembering your story — and whether it remembers the right version.
Public proof
The article headline and description assert that China's financial markets are diverging from global trends and attracting investor inflows, but provide no factual content, data, or attribution to substantiate this claim.
Published Jul 7, 2026 · Analyzed Jul 9, 2026
Amazon announced plans to raise $25 billion through a corporate bond issuance, a routine capital-raising activity with no stated AI or technology-specific purpose.
Published Jul 7, 2026 · Analyzed Jul 9, 2026
The International Monetary Fund appointed Silvana Tenreyro as its new chief economist and head of research, a leadership role overseeing economic analysis and policy advice for member countries.
Jul 9, 2026
Santander is restructuring its Asia-Pacific operations, reportedly scaling back or exiting certain markets as part of a broader strategic realignment.
Jul 9, 2026
A generic financial news roundup listing companies receiving analyst coverage, with no AI-specific content or analysis despite being routed to an AI technology feed.
Published Jul 7, 2026 · Analyzed Jul 9, 2026
U.S. lawmakers are initiating investigations into the increasing adoption of Chinese-developed AI models by American companies, raising concerns about data security, intellectual property, and national technological sovereignty.
Jul 9, 2026
A CNBC broadcast segment titled 'Squawk on the Street' reported general market news from the New York Stock Exchange, with no AI or technology-specific content.
Published Aug 5, 2015 · Analyzed Jul 9, 2026
Cognizant announced an expanded partnership with Google Cloud to accelerate enterprise deployment of Gemini Enterprise, positioning itself as a key systems integrator for Google’s AI platform.
Jul 9, 2026
The European Union adopted the Cyber Resilience Act (CRA) to establish mandatory cybersecurity requirements for digital products and services placed on the EU market, aiming to reduce systemic cyber risk and strengthen consumer and infrastructure protection.
Published Jun 22, 2026 · Analyzed Jul 9, 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
