Influencer traffic often leaves when landing pages fail to match creator messaging or simplify the offer. This skill audits message continuity and builds a prioritized conversion and testing plan.
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Agent request
Review the Skillstore skill "landing-optimizer" from https://skillstore.io/skills/aaron-he-zhu-landing-optimizer.md and its manifest at https://skillstore.io/api/skills/aaron-he-zhu-landing-optimizer/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.
Your Agent should still show its plan and request any confirmation required by the security policy.
Agent-readable resources
Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.
Using "landing-optimizer". A creator promotes smooth texture, but the page leads with protein quantity. Conversion is 1.2 percent and the discount code requires manual entry.
Expected outcome:
Message match score: 5/10. Lead with the smooth texture benefit and feature the creator video near the primary CTA.
Priority fixes: auto-apply the creator code, confirm savings, move the mobile CTA above the fold, and reduce checkout friction.
First test: compare the current headline with a creator-matched headline. Measure completed purchases.
Using "landing-optimizer". A long-term ambassador needs a dedicated page for one featured product and an exclusive offer.
Expected outcome:
Create a creator-specific route with the ambassador name, featured product, endorsement, and exclusive offer visible in the first screen.
Place supporting reviews after product benefits, repeat the offer near the final CTA, and track creator-specific UTM values.
Test creator video against product imagery while keeping the offer and CTA unchanged.
All 36 static alerts are false positives caused by Markdown syntax, relative documentation links, metadata URLs, and ordinary workflow prose. No prompt injection, command execution, data exfiltration, or unsafe path handling was found.
Share the versioned assessment report, neutral badge, embed card, and citations. Skillstore reports evidence without deciding whether this Skill is safe.
aaron-he-zhu. (2026). landing-optimizer security audit report (audit version 5) [Author version 17.0.0]. Skillstore. https://skillstore.io/skills/aaron-he-zhu-landing-optimizer/audits/5
BibTeX citation
@techreport{aaron-he-zhu-aaron-he-zhu-landing-optimizer-2026,
author = {aaron-he-zhu},
title = {landing-optimizer security audit report (audit version 5)},
institution = {Skillstore},
year = {2026},
number = {5},
url = {https://skillstore.io/skills/aaron-he-zhu-landing-optimizer/audits/5},
note = {Author version 17.0.0}
}
CITATION.cff
cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "landing-optimizer security audit report (audit version 5)"
version: "17.0.0"
type: report
authors:
- name: "aaron-he-zhu"
date-released: "2026-07-12"
url: "https://skillstore.io/skills/aaron-he-zhu-landing-optimizer/audits/5"
identifiers:
- type: other
value: "skillstore:aaron-he-zhu-landing-optimizer:audit:5"
description: "Skillstore immutable audit report identifier"
Skillstore Score
Why this scoreEvidence Confidence: Medium
41
Architecture
100
Maintainability
87
Content
65
Community
91
Spec Compliance
What You Can Build
Improve a creator campaign page
Audit message continuity, offer visibility, social proof, and mobile conversion before or during an influencer campaign.
Plan a focused page redesign
Turn page and campaign details into prioritized section, CTA, promo code, and friction improvements.
Build an experiment roadmap
Create hypotheses and measurement plans for headlines, hero media, CTA copy, and proof placement.
Try These Prompts
Quick landing page review
Optimize our landing page for traffic from [creator or campaign]. Review message match, CTA clarity, promo visibility, social proof, and mobile friction.
Diagnose low conversion
Our page converts at [rate] from [creator and platform]. The creator emphasizes [message] and offers [code]. Diagnose problems and prioritize fixes.
Design a creator-specific page
Plan a dedicated page for [creator]. Include the matching headline, featured product, creator proof, offer treatment, mobile CTA, and attribution setup.
Create an advanced testing roadmap
Audit [page URL] against [campaign message]. Rank tests by impact and effort. Define hypotheses, variants, sample guidance, duration, metrics, and tracking events.
Best Practices
Provide the creator message, current page copy, offer terms, conversion baseline, and primary goal.
Separate observed page facts from estimated impact, then validate recommendations through controlled tests.
Prioritize mobile message continuity, offer clarity, and CTA access because creator traffic is often mobile.
Avoid
Do not claim exact conversion gains before collecting test results.
Do not redesign every section at once when the campaign needs measurable learning.
Do not feature creator claims or offer terms that the brand has not approved.
Frequently Asked Questions
Does this skill edit my landing page?
No. It produces an optimization plan with recommended copy, structure, proof, CTA, promo, and testing changes.
What information should I provide?
Provide the page URL or content, creator message, platform, offer, promo code, conversion rate, audience, and campaign goal.
Can it work without analytics access?
Yes. It can use user-provided inputs, but connected analytics can improve baseline and behavior analysis.
Does it support paid campaign pages?
Yes. The same message-match and conversion workflow can compare paid campaign promises with landing-page offers.
Can it calculate reliable conversion lift?
It can estimate priorities and possible impact. Reliable lift requires a controlled experiment with sufficient traffic.
What does the final plan include?
It includes a message-match audit, page recommendations, proof strategy, CTA and promo improvements, tests, targets, and tracking guidance.