T
AI Team Context Layer
Campaign case study · Tutti
Anonymized case · Brand preview

Client Case Study

AI Team Context Layer · Multi-Campaign Results

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

Campaigns 3 Engagement period 2025.12 – 2026.06 Creators 155

Overall delivery

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

2.07M
Total qualified views

Settled, observed views on compensated content

13K
Total engagements

Likes, replies, reposts, quotes, and bookmarks combined

0.8%
Engagement rate

Engagements ÷ views, excluding anomalous outlier posts

Repeat-engagement trust:This client ran 3 consecutive campaigns with Tutti (2025.12 – 2026.06). Repeat engagement is the clearest endorsement of delivery quality.

Campaign breakdown

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

RoundStartCampaign theme (anonymized)CreatorsViewsEngagement rate
Round 1 2025.12 Community Server Discovery 36 1.57M 1.0%
Round 2 2026.05 AI Team Context Layer 72 47K 0.8%
Round 2 2026.05 AI Team Context Layer (2nd) 115 461K 0.6%

Delivery cadence

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

Round 1 1.57MPeak: Day 2
Round 2 47KPeak: Day 4
Round 2 461KPeak: Day 9

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–100K63% of views
Micro 1K–10K33% 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

Technology69%
Business5%
Lifestyle4%
Education2%
Art & design1%
Other16%

Categories use participating creators' content profiles; profiles cover 166/166 creators. Creators without coverage are excluded from the percentage denominator.

Top-post concentration

49%

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.

Content language mix (by observed views)

English-language content12%
Chinese-language content88%

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.