Linkedin Post To Gtm Ingestion

LinkedIn Post to GTM Ingestion

Use when the user shares one or more LinkedIn posts and asks to "add this to GTM", improve messaging, or update capability docs/content plans based on external market signals.

Goal

Turn external LinkedIn posts into concrete GTM improvements, not just summaries.

Inputs to gather

For each post, capture:

1. Topic/domain (subsea ops, naval structures, FOWT, installation, etc.)
2. Core message
3. Visual/marketing angle
4. Hidden differentiator or weakness
5. What ACE should add/change in:
   • capability messaging
   • website/service pages
   • LinkedIn content calendar
   • conversion pipeline / audience targeting

Working method

1. Load the public LinkedIn post with browser tools.
2. Dismiss sign-in/join overlays.
3. Use browser snapshot to extract visible post text/comments.
4. Use browser vision when the visual itself matters (video, carousel, diagrams, subsea imagery).
5. Translate the post into GTM implications:
   • positioning angle
   • proof-point gap
   • capability gap
   • audience/CTA/content opportunity
6. Update the most relevant GTM docs directly.

Default docs to inspect/update

Prefer these docs in ACE/workspace-hub GTM work:

• docs/gtm/linkedin-content-calendar.md
• docs/gtm/client-conversion-pipeline.md
• docs/gtm/capability-summary.md
• docs/gtm/capability-map.md
• docs/gtm/expert-network-profiles.md when the new angle affects market/profile positioning

Mapping rules

If the post emphasizes offshore execution credibility

Add/update:

• engineering-led execution messaging
• real offshore decision framing (weather window, vessel choice, lift/no-go, VIV limits)
• quantified outcome language over generic capability claims
• reserve LinkedIn posts responding with stronger technical authority

If the post is an educational mechanics explainer

Add/update:

• engineer-grade explainer content lane
• requirement for technically correct diagrams, equations, and assumptions
• bridge from theory to service lines (transport, seafastening, ballast, structural checks)

If the post is about floating offshore wind / energy transition

Add/update:

• FOWT capability row in capability docs if absent
• O&G-to-FOWT transfer language (moorings, installation, integrity, bankability)
• renewable buyer audience/collateral ideas
• reserve content for FOWT commercialization themes

If the post is about installation-analysis fidelity

Add/update:

• installation-analysis detail under demo/capability sections
• segmented hydrodynamic loading vs single-point loading
• splash-zone/water-entry realism
• full geometry, flow interaction, and perforation/open-area effects where relevant
• messaging around trustworthy weather limits / workability

Good output pattern

Do more than summarize. Typical useful changes include:

• add a new capability bullet/row
• add a new audience segment in the conversion pipeline
• add reserve LinkedIn posts based on the external signal
• add specific technical differentiators to existing demo descriptions

Verification

Before finishing:

1. Review the actual diff for all edited GTM docs.
2. Check counts/totals if a capability matrix changed (e.g. 15 -> 16 disciplines).
3. Make sure new messaging is additive and specific, not generic fluff.
4. Ensure each inserted idea ties to a concrete ACE service/capability.

Pitfalls

• Do not stop at "summary of the post"; convert it into GTM artifacts.
• Do not rely only on text when the post’s visual is the differentiator; use vision.
• When adding a new capability like FOWT, update downstream counts and gap sections too.
• If a post exposes a modeling nuance (e.g. segmented loading), add it to the relevant demo/capability description rather than burying it only in content ideas.

Proven examples

This pattern worked for:

• subsea/ROV execution posts -> engineering-led execution GTM positioning
• ship shear-force/bending-moment explainer posts -> engineer-grade explainers with technical-visual rigor
• FOWT lessons-transfer posts -> explicit FOWT capability packaging and O&G-to-renewables messaging
• lifting segmentation posts -> installation-analysis detail around hydrodynamic segmentation and trustworthy weather limits