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Trillion-Parameter LLM Launch
Campaign case study · Tutti
Anonymized case · Brand preview

Client Case Study

Trillion-Parameter LLM Launch · Multi-Campaign Results

Tutti ran real X (Twitter) creator campaigns for this anonymized client across 4 campaigns. This report covers the 3 campaigns with finalized settlement records. All figures come from platform settlement records and observed post data; creator and brand identities are not shown.

Campaigns 4 Engagement period 2026.04 – 2026.05 Creators 455

Overall delivery

Views and engagements use settled, observed post data — not estimates.

7.04M
Total qualified views

Settled, observed views on compensated content

51K
Total engagements

Likes, replies, reposts, quotes, and bookmarks combined

0.9%
Engagement rate

Engagements ÷ views, excluding anomalous outlier posts

Repeat-engagement trust:This client has run 4 campaigns with Tutti. This report covers the 3 with finalized settlement records (2026.04 – 2026.05). Repeat engagement is the clearest endorsement of delivery quality.

External signals and outcomes

Each item identifies its source; third-party data was rechecked against public sources in August 2026.

Publicly verifiable third-party dataThe model reached #1 on OpenRouter Trending twice during the latest campaign window

The acceleration in third-party platform requests aligns with our concentrated delivery window, with a 1–2 day lag. We do not attribute the platform's traffic growth solely to the campaign.

Campaign breakdown

Each campaign is settled independently; engagement rates use observed post-level data.

RoundStartCampaign theme (anonymized)CreatorsViewsEngagement rate
Round 1 2026.04 LLM Stealth Launch on OpenRouter 94 4.06M 0.7%
Round 2 2026.05 Trillion-Parameter LLM Launch 90 1.76M 1.0%
Round 3 2026.05 Trillion-Parameter LLM Launch (3rd) 107 1.23M 1.2%

Delivery cadence

Observed final views per post, grouped by publish date (not daily increments); campaign totals appear at right.

Round 1 4.06MPeak: Day 1
Round 2 1.76MPeak: Day 4
Round 3 1.23MPeak: Day 4

Creator profile and delivery mix

Observed creator- and post-level composition; creator identities are not shown.

Creator audience tiers

Top-tier ≥100K4% of views
Mid-tier 10K–100K76% of views
Micro 1K–10K19% of views
Long tail <1K0% of views

Tiers use each creator's observed follower count. “Views” is that tier's share of observed views; the creator mix varies by campaign design.

Content category mix

Technology71%
Business6%
Finance5%
Lifestyle4%
Entertainment2%
Other5%

Categories use participating creators' content profiles; profiles cover 146/148 creators. Creators without coverage are excluded from the percentage denominator.

Top-post concentration

38%

Share of observed campaign views from the top 10 posts

Public distribution naturally concentrates in a few top posts, and no single breakout is predictable. A creator network uses scale to make the hit rate more dependable.

Sources: Tutti production settlement records and observed post snapshots. Brand and creator identities are anonymized. Views are observed views on compensated content; engagement rates exclude system-flagged anomalies. Costs and pricing are not shown.