64% | Will bot traffic exceed 50% of total US web traffic as measured by Cloudflare or Akamai by 2028?

Back to thesis map Part ofWill AI generated content exceed human generated content on the US internet before 2030?

Current eventPlatforms & social media

Will bot traffic exceed 50% of total US web traffic as measured by Cloudflare or Akamai by 2028?

LiveResolves Dec 31, 2028

Current view

64%

Current 4 model consensus

Movement

Recent consensus movement

Model disagreement

10pt

Range across the model set

Evidence

Aligned

Models broadly agree on the evidence

Thesis map

What is carrying or resisting the view?

Start with the map. Select a mechanism or condition to see what supports the thesis, what resists it, and where disagreement deserves review.

What changed

No decision-relevant findings are available yet.

Review record

Weekly freezes, daily history, and the map version preserved with the record.

Why the view is fragile

10pt model spread around 64% consensus. Open the full disagreement instrument only when you need the model-level reasoning.

Model disagreement

Model spread

10pt

58% to 68%

Consensus

64%

4 models

Evidence state

Aligned

Models broadly agree

Most divergent

Claude

-6pt from consensus

Disagreement synthesis

The models share a central case but assign different weight to the evidence.

Claude anchors the lower end at 58%, while Grok anchors the upper end at 68%. Consensus sits at 64%, leaving a 10 point range for review.

Primary review question

Not specified

Shared probability axis

Range 58% to 68%

Consensus 64%

Claude 58

GPT-4o 65

Gemini 65

Grok 68

0255075100

ModelForecastVs consensusDivergenceReasoning signal

Model reasoning

Select a model to inspect

Reasoning

Bot traffic currently sits at approximately 40% of total US web traffic based on Cloudflare and Akamai data. Reaching 50% by 2028 requires 10 percentage points of growth over 5 years, or ~2% annually—a slower pace than the historical 3-5% annual increase. Structural drivers (

Key uncertainty

Not specified

Deep dive

Full decomposition, component audit, trajectory, and detailed analytical views.

Deep dive

Detailed evidence, audit, and history views.

Open only what you need

Belief trajectoryConsensus 64% · 10pt spread

Belief trajectory0 updates

Belief trajectory

Consensus—

Spread—

Confidence—

Δ Consensus—

Loading belief trajectory…

Resolution & provenance

Resolution sources, record policy, cadence, and permanent record metadata.

Resolution and provenance

How the thesis resolves and how its record is maintained.

Permanent record

Record ID

CRENE-AICD-PM05

Record policy

Append only

Freeze cadence

Thursdays

Generated

Jun 21, 2026

Back to thesis map Part ofWill AI generated content exceed human generated content on the US internet before 2030?

Current eventPlatforms & social media

Will bot traffic exceed 50% of total US web traffic as measured by Cloudflare or Akamai by 2028?

LiveResolves Dec 31, 2028

Current view

64%

Current 4 model consensus

Movement

Recent consensus movement

Model disagreement

10pt

Range across the model set

Evidence

Aligned

Models broadly agree on the evidence

Thesis map

What is carrying or resisting the view?

Start with the map. Select a mechanism or condition to see what supports the thesis, what resists it, and where disagreement deserves review.

What changed

No decision-relevant findings are available yet.

Review record

Weekly freezes, daily history, and the map version preserved with the record.

Why the view is fragile

10pt model spread around 64% consensus. Open the full disagreement instrument only when you need the model-level reasoning.

Model disagreement

Model spread

10pt

58% to 68%

Consensus

64%

4 models

Evidence state

Aligned

Models broadly agree

Most divergent

Claude

-6pt from consensus

Disagreement synthesis

The models share a central case but assign different weight to the evidence.

Claude anchors the lower end at 58%, while Grok anchors the upper end at 68%. Consensus sits at 64%, leaving a 10 point range for review.

Primary review question

Not specified

Shared probability axis

Range 58% to 68%

Consensus 64%

Claude 58

GPT-4o 65

Gemini 65

Grok 68

0255075100

ModelForecastVs consensusDivergenceReasoning signal

Model reasoning

Select a model to inspect

Reasoning

Key uncertainty

Not specified

Deep dive

Full decomposition, component audit, trajectory, and detailed analytical views.

Deep dive

Detailed evidence, audit, and history views.

Open only what you need

Belief trajectoryConsensus 64% · 10pt spread

Belief trajectory0 updates

Belief trajectory

Consensus—

Spread—

Confidence—

Δ Consensus—

Loading belief trajectory…

Resolution & provenance

Resolution sources, record policy, cadence, and permanent record metadata.

Resolution and provenance

How the thesis resolves and how its record is maintained.

Permanent record

Record ID

CRENE-AICD-PM05

Record policy

Append only

Freeze cadence

Thursdays

Generated

Jun 21, 2026