refactor(linkedin-studio): S31a multiplier-scrub (reference-docs) — unsourced "Nx" reach/format multipliers -> SSOT

Hardening, multiplier class (S31, batch a). Surgical SSOT-reconciliation of
unsourced "Nx" reach/format/growth multipliers asserted as fact in 7 reference
docs. Same discipline as S27/S28/S30: read-and-show -> grep-confirm -> re-grep
final; 8-step interactive gate; operator-approved catalog before edit.

26 edits / 7 files (+32/-32):
- collaborations-guide (10): 10x reach (:3,:476), 2-3x normal (:32), and the six
  per-format "Reach multiplier: Nx" fields (:165/:187/:210/:235/:252/:277) +
  the label-only :292 (no number) folded in for consistency -> "Reach:" with
  directional, no-reliable-multiplier wording.
- linkedin-growth-playbook (10): 3x faster growth (:57/:132), 1.6x reach (:175),
  1.4x engagement (:205), 1.64x poll (:234), the format-multiplier list
  (:246-251 -> SSOT format ranking, numbers dropped), 3.6x respond (:386),
  3x engagements (:422), 5.6x follower growth (:493), 40x search (:636).
- poll-strategy-guide:7 (1.64x), articles-strategy-guide:28-29 (2-3x/10x),
  video-strategy-guide:308 (2-3x distribution), ab-testing-framework:49
  (1.17x-1.6x format multipliers), trajectory:40 (2-3x saves) + :85 (3x).

Vocabulary 1:1 with S30: "tend to / more reach (multiplier unverified)",
"no reliable multiplier", format ranking kept + number dropped -> cite SSOT.

KEPT INTACT: SSOT-backed engagement-order multipliers (save ~= 5x a like,
quality comment ~= 2x a like, ~= 1x baseline). OUT of scope (untouched):
frequency counts (5x5x5, Nx/week), pixel dims, pricing/size-ratio multipliers.

SURFACED -> S31c (descriptive-% subpass, not edited here): growth:58 (130%
follow), growth:177/178 (Buffer 178%/247%), trajectory:39 (30-40%). Flagged
as absolute-figure class outside S31: growth:421/423. Sourcing overclaim to
revisit: growth:492 "Official LinkedIn data".

VERIFY: re-grep residual targets in 7 files -> 0; routed siblings + KEEP intact;
gate scripts/test-runner.sh = 81/0/0 exit 0, counts 29/19/26 + v0.5.0 unchanged.

Push held: origin = open/ (public namespace), STATE.md must not go there;
parked arrow is all-or-nothing pending STATE-placement fix.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_016qgzo6rxthw7KuxHjn5vyE
This commit is contained in:
Kjell Tore Guttormsen 2026-06-20 09:29:25 +02:00
commit 35ed480e5a
7 changed files with 32 additions and 32 deletions

View file

@ -1,6 +1,6 @@
# Strategic Collaborations Guide
Collaboration is one of the most underutilized growth accelerators on LinkedIn. Strategic partnerships can 10x your reach and credibility by tapping into complementary audiences.
Collaboration is one of the most underutilized growth accelerators on LinkedIn. Strategic partnerships can substantially expand your reach and credibility by tapping into complementary audiences.
---
@ -29,7 +29,7 @@ Collaboration is one of the most underutilized growth accelerators on LinkedIn.
### Growth Acceleration Data
- Collaborations generate 2-3x normal reach
- Collaborations tend to generate above-baseline reach (no reliable multiplier)
- 40-60% of collaborator's engaged audience visits your profile
- 10-15% conversion to new followers
- Higher quality followers (already interested in your topics)
@ -162,7 +162,7 @@ After establishing rapport:
- **Their post:** "Great conversation with [You] about [topic]. Here's what I shared: [key points]. Their follow-up questions revealed [additional insight]."
**Time investment:** 30-45 minutes total
**Reach multiplier:** 2-3x
**Reach:** Above baseline — expands to your collaborator's audience (no reliable multiplier)
**Topic examples:**
- "How do you approach [common challenge]?"
@ -184,7 +184,7 @@ After establishing rapport:
- Both posts link to each other: "My colleague [Name] addresses the technical side brilliantly. Check their perspective + mine for complete picture."
**Time investment:** 1 hour (including coordination)
**Reach multiplier:** 2-3x
**Reach:** Above baseline — expands to your collaborator's audience (no reliable multiplier)
**Benefit:** Shows diverse perspectives, positions you as collaborative thinker
**Format variations:**
@ -207,7 +207,7 @@ After establishing rapport:
- Both create content explaining framework from different angles
**Time investment:** 3-5 hours (including creation and coordination)
**Reach multiplier:** 3-5x
**Reach:** Above baseline; deeper integration than a single co-post (no reliable multiplier)
**Benefit:** Creates reusable asset, positions both as thought leaders, deeper integration
**Execution:**
@ -232,7 +232,7 @@ After establishing rapport:
- Caption explains collaboration
**Time investment:** 2-3 hours
**Reach multiplier:** 4-6x (carousels perform well)
**Reach:** Above baseline (carousels perform well; no reliable multiplier)
**Benefit:** High-value format, shareable, clear co-creation
### Format 5: Live Conversation/LinkedIn Live
@ -249,7 +249,7 @@ After establishing rapport:
- Promote 3-5 days advance
**Time investment:** 1 hour live + 1 hour prep and promotion
**Reach multiplier:** 12-24x (LinkedIn Live favored by algorithm)
**Reach:** Tends to be the strongest of these formats — LinkedIn Live is favored by the algorithm (no reliable multiplier)
**Benefit:** Real-time engagement, authenticity, captures both audiences simultaneously
**Topics that work:**
@ -274,7 +274,7 @@ After establishing rapport:
- All post same week, tag each other, use consistent hashtag
**Time investment:** 2-3 hours (coordination + content creation)
**Reach multiplier:** 3-4x per collaborator
**Reach:** Scales with each collaborator (no reliable multiplier)
**Benefit:** Positions you within community of experts, major visibility spike
### Format 7: Takeovers
@ -289,7 +289,7 @@ After establishing rapport:
"Today [Your Name] is taking over with their perspective on [topic]. [Your bio]. Take it away, [Name]:"
**Time investment:** 1-2 hours
**Reach multiplier:** Direct exposure to their entire audience
**Reach:** Direct exposure to their entire audience
**Benefit:** Credibility transfer, audience introduction, variety for both audiences
---
@ -473,4 +473,4 @@ High-performing creators often form informal masterminds:
## Bottom Line
Strategic collaborations provide 10x more growth acceleration than equivalent time spent creating solo content. Start building genuine relationships with complementary creators now, even if collaboration is months away.
Strategic collaborations can accelerate growth well beyond equivalent time spent creating solo content (no reliable multiplier). Start building genuine relationships with complementary creators now, even if collaboration is months away.