MARA · Attention

MARA

MARA Holdings · $4.4B market value

Attention

Is MARA's crowd real?

Not measuredrealness not measured

MARA attention is near its own baseline (-1.1σ vs normal), but realness is Not measured because the proof receipts do not form a valid matching pair.

Trigger: matching verified proof receipts and a complete deep scan.

Ticker: MARA
Attention: 19.65 AD · -1.1σ vs normal
Pump: Not measured
Direction: steady
As of: Jul 27, 7:16 PM ET · 7 hours ago

12 of 55 names measured today

Measurement detail

Attention density compares this name with its own baseline: -1.1σ vs normal, 13 readable · 230 counted-only · 243 measured, and 2 independent voices.

Read evidence

Show realness detail

Realness front door

Is MARA attention real?

AD reads public X posts, pump-risk evidence, and this name's attention baseline. The verdict is the conservative crowd-quality read: public posts must clear the veto checks, and the confidence line shows how much source evidence AD can inspect. Vega explains the measurement; it does not recommend an action.

Not measuredrealness not measured

Realness is Not measured because the proof receipts do not form a valid matching pair. Trigger: matching verified proof receipts and a complete deep scan.

Realness: Not measured; pre-veto crowd read
Pump risk: Not measured; crowd-quality veto
Public evidence: 13 readable · 230 counted-only · 243 measured; readable excerpts / aggregate count
Source: Official X; 68% source confidence

Lead public post

Potential gainers: $OWL $F $MARA I've created a WhatsApp group, and all stock investors are welcome to join. Get daily real-time updates on stock news and trend [public link redacted] We recommend 3-5 high-quality stocks daily and provide real-time risk alerts. [public link redacted]

X · 2h · Official X API · aggregate source2 independent voices; aggregate only, no handles.

Ticker proofNot measuredrealness not measured

Realness is not measured in this packet. Missing evidence is not inferred.

Vega Realness stays Not measured because the proof receipts do not form a valid matching pair. Trigger: matching verified proof receipts and a complete deep scan. Missing evidence is not inferred.

Vega · measurement, not advice

RealnessNot measured

Realness is Not measured because the proof receipts do not form a valid matching pair. Trigger: matching verified proof receipts and a complete deep scan.

verdict not measuredpump risk not measuredpredictive confidence not established

Attention density19.65measured tape read

Vs normal-1.1σ13 readable · 230 counted-only · 243 measured

Attention density over time

Arc building — fewer than two measured archive points. No curve is inferred.

The conversation

What is driving MARA

Readable public excerpts, tagged by kind. Author names and handles stay off screen.

13 readable · 230 counted-only · 243 measuredOfficial X packet readyready

XPublic excerpt

Potential gainers: $OWL $F $MARA I've created a WhatsApp group, and all stock investors are welcome…

2h · public X · 0 public engagementshash 3dd08c0dfdf3Open on X

XPublic excerpt

a public account a public account $MARA hasn’t moved in years. From $50 to low teens.

2h · public X · 1 public engagementhash 6196be398504Open on X

XPublic excerpt

Predictions: $MSFT sees $383 this week $NVDA sees $204 this week $PLTR sees $124 this week $V sees…

3h · public X · 2 public engagementshash 3ed2844f7fa4Open on X

Full evidence packet · 13 posts

Conversation driving the spike

MARA: corz / july / nvda

MARA attention is clustering around corz / july / nvda. The representative posts show what the spike is about before the score is interpreted.

Post story arcMARA's post story starts with the lead readable post, then follows corz / july / nvda through the rest of the public thread (13 readable excerpts are checked against 243 measured posts; 2 repeat the motif).

What kind of conversationMARA's dominant public-post lens is attention echo (8/13 readable excerpts): posts are mostly repeating the ticker, watchlist chatter, or broad attention without a clearer driver. Supporting lenses: catalyst / news / fundamentals.

Attention echo8 posts
Catalyst / news2 posts
Fundamentals1 post

Readable post mapVega maps the readable posts into public topic clusters. The heaviest cluster is attention echo, centered on amplified context. Supporting clusters: catalyst / news / fundamentals. It reads the clusters before interpreting AD.Vega · measurement, not advice

Attention echo8 posts
8 readable posts sit in this cluster: posts are mostly repeating the ticker, watchlist chatter, or broad attention without a clearer driver. Repeated terms: nvda / corz / july.
adds the nvda angle to the spikenvda / corz / july · posts #3, #4, #7, #8, #9, #10, #12, #13
Catalyst / news2 posts
2 readable posts sit in this cluster: posts are reacting to a fresh event, filing, deal, legal move, launch, or news hook. Repeated terms: news.
first visible topic the score is read againstnews · posts #1, #5
Fundamentals1 post
1 readable post sit in this cluster: posts are debating revenue, margins, balance sheet, demand, supply, or valuation. Repeated terms: supply / july.
adds the july angle to the spikesupply / july · posts #6

Topic motifTopic motif from visible posts: corz / july / nvda

X · Official X API
On watch for Tuesday, July 28, 2026: $INTC $AAPL $QBTS $SNDK $MU $ENTX $LVWR $NVDA $NVTS $WOLF $CORZ $AMD $RIOT $MARA
repeats corz / july / nvda
X · Official X API
On watch for Tuesday, July 28, 2026: $INTC $AAPL $QBTS $SNDK $MU $ENTX $LVWR $NVDA $NVTS $WOLF $CORZ $AMD $RIOT $MARA
repeats corz / july / nvda
X · Official X API
The market continues to underprice existing grid-connected capacity, even though it is the most supply-constrained asset in the A...
repeats corz

Vega reading the postsVega starts with lead readable post (first visible topic the score is read against), then checks amplified context -> topic angle -> context post. The character reads corz / july / nvda as public context behind AD, not as a forecast.Vega · measurement, not adviceVega reads MARA as a not measured attention spike. It starts from the topic motif, then checks the quoted excerpts before drawing content-only context. Measurement counts stay in the receipt.Vega · measurement, not advice

Lead readable postCatalyst / newsWhy this post is in the spike: Lead readable post: first visible topic the score is read againstfirst visible topic the score is read against

Credible2h · aggregate source · public X · 0 public engagementshash 3dd08c0dfdf3Open on X

a public account a public account $MARA hasn’t moved in years. From $50 to low teens.

Amplified contextPrice / flowWhy this post is in the spike: Amplified context: is part of the spike because public engagement kept carrying itis part of the spike because public engagement kept carrying it

Credible2h · aggregate source · public X · 1 public engagementhash 6196be398504Open on X

Predictions: $MSFT sees $383 this week $NVDA sees $204 this week $PLTR sees $124 this week $V sees $358 this week $MARA sees $12.20 this week 5 guesses lets see how It plays out. 7/27/26 11pm

Topic angleAttention echoWhy this post is in the spike: Topic angle: adds the nvda angle to the spikeadds the nvda angle to the spike

Credible3h · aggregate source · public X · 2 public engagementshash 3ed2844f7fa4Open on X

Trade idea! $MARA If i see a bullish CRT candle on the 4hr TF i will double my position

Context postAttention echoWhy this post is in the spike: Context post: keeps the score tied to an actual readable excerpt instead of a countkeeps the score tied to an actual readable excerpt instead of a count

Credible3h · aggregate source · public X · 0 public engagementshash a2b06620c60fOpen on X

[promotional direction redacted]: $F $MARA $AMZN I've created a WhatsApp group, and all stock investors are welcome to join. Get daily real-time updates on stock news and trend [public link redacted] We recommend 3-5 high-quality stocks daily and provide real-time [public link redacted]

Context postCatalyst / newsWhy this post is in the spike: Context post: keeps the score tied to an actual readable excerpt instead of a countkeeps the score tied to an actual readable excerpt instead of a count

Credible4h · aggregate source · public X · 0 public engagementshash bf38b2281622Open on X

Tracking the Top 20 BTC holders at Pre Market of July 28, 2026 $824 Million USD inflow =12,818 BTC compared to last week. Top 20 combined holdings: 4,445,137 BTC (21.1% of 21M total supply) 1 Satoshi Nakamoto: 1,096,000 BTC 2 Strategy ($MSTR): 843,775 BTC 3

Topic angleFundamentalsWhy this post is in the spike: Topic angle: adds the july angle to the spikeadds the july angle to the spike

Credible4h · aggregate source · public X · 0 public engagementshash 56691d85e72eOpen on X

Top 7 Tesorerías Institucionales Crypto 1. Strategy $54.67B 2. BitMine Immersion $11.19B 3. Twenty One Capital $2.82B 4. Metaplanet $2.79B 5. MARA Holdings $2.29B 6. Bitcoin Standard Treas $1.95B 7. SharpLink $1.68B BTC total: $83.26B ETH total: [public link redacted]

Credible4h · aggregate source · public X · 0 public engagementshash 8df23920e3a3Open on X

$MARA is not going down tomorrow. If it does then I guess this week is focked lol

Amplified contextAttention echoWhy this post is in the spike: Amplified context: is part of the spike because public engagement kept carrying itis part of the spike because public engagement kept carrying it

Credible4h · aggregate source · public X · 3 public engagementshash a70618d7727dOpen on X

a public account a public account lol bro got enough small [profanity removed] energy to mine btc solo for MARA holdings

Credible4h · aggregate source · public X · 1 public engagementhash 7136ba348567Open on X

$MARA ready for takeoff [public link redacted]

Credible5h · aggregate source · public X · 5 public engagementshash ce35ab3c3a5eOpen on X

The market continues to underprice existing grid-connected capacity, even though it is the most supply-constrained asset in the AI buildout. $HUT $WULF $CIFR $BTDR $CORZ $GLXY $KEEL $RIOT $CLSK $MARA [public link redacted]

Topic angleProduct / roadmapWhy this post is in the spike: Topic angle: adds the corz angle to the spikeadds the corz angle to the spike

Credible5h · aggregate source · public X · 4 public engagementshash 3cba0dd332e4Open on X

On watch for Tuesday, July 28, 2026: $INTC $AAPL $QBTS $SNDK $MU $ENTX $LVWR $NVDA $NVTS $WOLF $CORZ $AMD $RIOT $MARA

Motif repeatAttention echoWhy this post is in the spike: Motif repeat: repeats corz / july / nvda from the same public conversationrepeats corz / july / nvda from the same public conversation

Credible5h · aggregate source · public X · 1 public engagementhash 70cd840e7086Open on X

On watch for Tuesday, July 28, 2026: $INTC $AAPL $QBTS $SNDK $MU $ENTX $LVWR $NVDA $NVTS $WOLF $CORZ $AMD $RIOT $MARA

Motif repeatAttention echoWhy this post is in the spike: Motif repeat: repeats corz / july / nvda from the same public conversationrepeats corz / july / nvda from the same public conversation

Credible5h · aggregate source · public X · 1 public engagementhash 32819b052393Open on X

Public evidence Vega is reading13 source posts

Vega reads the full official-X source packet: bounded excerpts, aggregate labels, engagement, and post hashes. No names or handles are shown.

Vega · measurement, not advice

#1 · X · 2h · aggregate sourcehash 3dd08c0dfdf3 · Official X API · 0 public engagementsOpen on X
#2 · X · 2h · aggregate sourcehash 6196be398504 · Official X API · 1 public engagementOpen on X
#3 · X · 3h · aggregate sourcehash 3ed2844f7fa4 · Official X API · 2 public engagementsOpen on X
#4 · X · 3h · aggregate sourcehash a2b06620c60f · Official X API · 0 public engagementsOpen on X
#5 · X · 4h · aggregate sourcehash bf38b2281622 · Official X API · 0 public engagementsOpen on X
#6 · X · 4h · aggregate sourcehash 56691d85e72e · Official X API · 0 public engagementsOpen on X
#7 · X · 4h · aggregate sourcehash 8df23920e3a3 · Official X API · 0 public engagementsOpen on X
#8 · X · 4h · aggregate sourcehash a70618d7727d · Official X API · 3 public engagementsOpen on X
#9 · X · 4h · aggregate sourcehash 7136ba348567 · Official X API · 1 public engagementOpen on X
#10 · X · 5h · aggregate sourcehash ce35ab3c3a5e · Official X API · 5 public engagementsOpen on X
#11 · X · 5h · aggregate sourcehash 3cba0dd332e4 · Official X API · 4 public engagementsOpen on X
#12 · X · 5h · aggregate sourcehash 70cd840e7086 · Official X API · 1 public engagementOpen on X
#13 · X · 5h · aggregate sourcehash 32819b052393 · Official X API · 1 public engagementOpen on X

How this read was measured

Realness evidence

Why this read is Not measured

The verdict is a coordination measurement: public posts, aggregate voice spread, pump-risk tells, and scorecard feed-use status stay on screen together.

Dominant reasonpublic link domains concentrated across linked posts

Realness is Not measured because the proof receipts do not form a valid matching pair. Trigger: matching verified proof receipts and a complete deep scan.

Scorecard usemeasurement context only

Scorecard verdict pending; basis pending. DT kernel use is blocked.

Open scorecard

Methodologyorganic-coordination-v27

Inputs: final crowd-quality verdict, pre-veto crowd read, pump-risk floor, and source-confidence coverage.

Go deeperCited Deep Dive

MarketSchema Research reads the same name in depth, with sources cited.

Run a cited Deep Dive on MARA →

Crowd-quality components

Synchronized authors3%
Short-window posting3%
cadence regularity0%
cashtag bundle concentration1%

Visible proof

13 readable · 230 counted-only · 243 measured.
2 independent voices; no handles or named-account accusations.
Source status: ready; attribution: public x api user expansion.
Crowd-quality evidence is partial; missing tells stay excluded.

Independent voices2 independent voices

1% independent spread2% top-cluster share

2 independent voices - counted in aggregate. We never show people.

Caveats

Measurement, not advice.

Not measured; 13 readable · 230 counted-only · 243 measured. Missing public evidence stays visible instead of becoming a zero.

Methodology Scorecard Share proof

Research handoff

Carry this evidence into Research

Research starts from this measured page: public-post evidence, aggregate realness, archive context, and caveats. Missing inputs stay named.

Not measuredrealness not measured

Cited public-post evidence and aggregate independent-voice evidence remain attached to the Research handoff. Vega reads the tape; it does not predict it.

Vega · measurement, not advice

Public evidence13 cited posts

13 readable · 230 counted-only · 243 measured. Official X source packet.

Realness stressNot measured

Scorecard verdict pending; basis pending. DT kernel use is blocked. 2 independent voices.

Archive contextthin

0 archive points; pending until archive depth reaches two measured points.

Conversation driverMARA: corz / july / nvda

MARA attention is clustering around corz / july / nvda. The representative posts show what the spike is about before the score is interpreted.

Read the current tapeAttention, baseline, liquidity, and public-post packet.
Stress the realness verdictAggregate coordination evidence and scorecard feed-use status.
Trace the conversationMARA: corz / july / nvda; posts stay cited and aggregate.
Open cited ResearchContinue with the same ticker and public evidence at the Research room.

Run a cited Deep Dive on MARA →Check scorecard status

Attention action

Unavailable

Attention actions open after hub registration.

Open cited Research