RWS-0291 — Comparative Brand Intelligence | Redwire Sentinel

Posts Analyzed

19,907

Accounts Profiled

12,709

Subreddits Mapped

5,002

Brands Tracked

11

Name Variants

88

Avg Removal Rate

3.4%

Key Findings

Top Performer

Top Performer

Candy.ai leads with composite score 71.2 — 1234 posts across 785 subreddits using 967 accounts.

Most Subreddit Coverage

Most Subreddit Coverage

Secrets.ai hits 1025 subreddits with 1024 accounts — broadest distribution.

Template Abuse

Template Abuse

Surfshark has highest template reuse (24.6%). 65 duplicate body clusters detected.

Youngest Accounts

Youngest Accounts

The highest proportion of accounts under 90 days old indicates aggressive burner rotation.

Worst Post Survival

Worst Post Survival

VPN brands lead removal — NordVPN has 11.7% removal rate. Sylvia archival confirms 628 removed posts across 6 removal categories.

Cross-Brand Agents

Cross-Brand Agents

Multi-brand accounts detected across all brands, suggesting agency-run coordination. Common combos: VPN+VPN and AI+AI brand pairings.

Brand Comparison Matrix

Brand	Posts	Accounts	Subs	Age(d)	Karma	Removal%	Template%	Score	Archetype
Candy.ai	1234	967	785	28	50	0.0%	7.5%	71.2	Burner
Secrets.ai	1326	1024	1025	15	35	0.0%	10.6%	71.0	Burner
Janitor.ai	1518	1130	575	34	53	1.0%	8.6%	70.8	Burner
Kindroid.ai	1057	503	221	51	35	0.2%	7.5%	70.5	Burner
ProtonVPN	3895	2791	570	217	52	8.2%	2.6%	69.0	Burner
Mullvad	2313	1683	280	247	70	6.4%	6.0%	68.6	Burner
Darlink.ai	418	279	304	188	14	0.0%	13.2%	68.6	Burner
OurDream.ai	617	490	467	19	24	0.0%	12.6%	68.4	Burner
NordVPN	5363	2901	391	21	31	11.7%	10.6%	62.6	Burner
Surfshark	2083	877	334	28	42	9.6%	24.6%	60.1	Burner
Xchar.ai	83	64	50	1069	37	0.0%	2.4%	52.4	Sock Puppet

Visualizations

Chart 1 — Brand Volume Comparison

Posts, accounts, and subreddits per brand

Sylvia API — Reddit Data Gateway | 2026-06-03

Chart 2 — Composite Sophistication Radar

Six-dimensional campaign profile

Sylvia API — Reddit Data Gateway | 2026-06-03

Chart 4 — Karma Distribution

Avg & median karma per brand

Sylvia API — Reddit Data Gateway | 2026-06-03

Chart 5 — Score Distribution

Avg & median post scores

Sylvia API — Reddit Data Gateway | 2026-06-03

Chart 6 — Content Pattern Heatmap

Keyword cluster prevalence per brand

Sylvia API — Reddit Data Gateway | 2026-06-03

Chart 7 — Content Mix

Promotional vs question vs organic

Sylvia API — Reddit Data Gateway | 2026-06-03

Chart 8 — Account Demographics

Age vs karma, bubble size = posts

Sylvia API — Reddit Data Gateway | 2026-06-03

Chart 9 — Subreddit Categories

Post distribution across community types

Sylvia API — Reddit Data Gateway | 2026-06-03

Chart 10 — Engagement Depth

Score vs comments per brand

Sylvia API — Reddit Data Gateway | 2026-06-03

Chart 11 — Posting Velocity

Avg posts/day (window = brand date span)

Sylvia API — Reddit Data Gateway | 2026-06-03

Chart 12 — Day-of-Week Pattern

Posting volume by day of week (reflects collection window)

Sylvia API — Reddit Data Gateway | 2026-06-03

Chart 14 — Removal Rate by Brand

Post removal percentage per brand

Sylvia API — Reddit Data Gateway | 2026-06-03

Account Archetypes

Burner Promoters

Fresh accounts (<90d) used for promotional posting.

76% avg presence

Aged Sock Puppets

2-10yr old accounts repurposed for promotion.

7% avg presence

Organic Infiltrators

Accounts blending into communities before promoting.

0% avg presence

Mod Shields

Moderator/bot accounts protecting promotional content.

0% avg presence

NSFW Slippers

Accounts in NSFW subs with lighter moderation.

0% avg presence

Cross-Brand Agents

Agency accounts promoting 2+ brands.

7% avg presence

Methodology

Data: Sylvia API — Reddit Data Gateway. 2026-06-03. 11 brands, 19,907 posts, 6,641 accounts.
Composite Score: 0–100 weighted: account age(22pts) + subreddits(15pts) + accounts(15pts) + content originality(14pts) + volume(10pts) + survival(24pts). Survival = 100 − removal_rate%.
Archetypes: Rule-based classifier using age, karma, cross-brand posting, and content patterns.
Templates: SHA-256 body fingerprinting.
Removal Rate: Computed from Sylvia archival API (6.6% of posts have removal_by_category). VPN brands show meaningful removal (6–12%). AI companion brands near 0% — posts not targeted for removal.
Limitations: Temporal distribution still skewed to 2024–2026. Subreddit categories are heuristic. Removal rate coverage varies by subreddit.

Downloads

.ZIPComplete Package (20.7 MB)