Funnel Goal and Diagnosis Audience: US freelance graphic designers handling three to six client projects who currently start project checklists from scratch. Offer: DeskNest’s downloadable pack contains six editable project checklists and a setup guide for USD 24 one-time. Primary conversion event: An interested designer completes the inquiry form after viewing the offer details. Desired post action: “View the six checklists” through the profile offer link. Existing path: LinkedIn text post → profile offer link → details page → inquiry form → offer. Qualified clicks are the intermediate content objective; completed qualified inquiries are the final objective. Non-follower exposure is a secondary learning question. Gaps: No real URL or tracking implementation is supplied. The relationship between an inquiry and obtaining the downloadable pack is unspecified. Profile visits alone do not establish audience fit. A click alone does not establish purchase intent. The profile adds a transition where users may lose the offer context. Minimal improvement: Align the profile link label and details-page opening with “View the six checklists.” Show the supplied contents, USD 24 price, and public sample before the inquiry form. Explain what happens after submitting the form once the owner supplies that process. Do not add a DM route during this experiment; it would introduce another conversion path and more response work. Positioning and Proof Framework Core message: “For US freelance graphic designers handling three to six client projects, DeskNest provides six editable project checklists and a setup guide to reuse a clear checklist structure. Inspect the public sample to assess whether that structure fits your work.” Delivered facts: Downloadable pack of six editable project checklists. Six editable documents plus a setup guide. USD 24 one-time. Public sample checklist available in the fictional scenario. Proof: The public sample can demonstrate the structure of that checklist. It does not establish measured time savings, suitability for every project, or the contents of all six documents. Hypotheses: Seeing the sample may reduce uncertainty about suitability. Stating the contents and price clearly may improve inquiry quality. Demonstrating reuse may make the offer easier to understand. Provided objections: “Will this fit my situation?” Address with the sample and an accurate explanation of its structure. “What exactly is included?” Address with the six-document count, setup guide, and an owner-verified contents list. Do not invent checklist titles, file formats, software compatibility, or customer outcomes. Content Roles Along the Funnel Role | Information need | Format and concrete idea | Verifiable benefit | Next step Problem awareness | Is this relevant to my workflow? | Text post addressing designers who start project checklists from scratch while handling three to six projects | Understand the problem the pack addresses | View the six checklists through the profile offer link Solution understanding | How does reuse work? | Text walkthrough of one actual sample section, using only owner-verified details | Inspect a concrete example of reusable structure | View the six checklists Trust | Can I inspect the product before inquiring? | Text post pointing to the public sample and explaining what it demonstrates | Evaluate the sample directly | View the six checklists Decision-making | What do I receive, and what does it cost? | Text post stating six editable documents, setup guide, and USD 24 one-time | Understand the supplied offer facts | View the six checklists Use LinkedIn text posts throughout the experiment. Photos are optional and should remain absent from the controlled comparisons so that format does not become another variable. Hook and CTA System Eight hook patterns with tailored examples: Audience recognition: “Handling three to six graphic-design projects and starting each checklist from scratch?” Practical question: “What would you want to inspect before reusing a project checklist?” Contents first: “Six editable project checklists, a setup guide, USD 24 one-time. Here’s what DeskNest offers.” Demonstration invitation: “See a concrete example of the checklist structure before deciding whether it fits your projects.” Objection first: “‘Will this fit my situation?’ Start with DeskNest’s public sample checklist.” Clear distinction: “DeskNest provides a checklist structure you can edit. The public sample shows one example.” Decision framing: “Before choosing a checklist pack, inspect the structure and what is included.” Problem-to-offer: “If you start project checklists from scratch, DeskNest offers six editable documents to reuse.” CTA ladder, with one CTA per post: Soft: “Want to inspect the structure? View the six checklists through the offer link on my profile.” Mid: “Check the public sample and the pack details. View the six checklists through the offer link on my profile.” Hard: “Considering DeskNest at USD 24 one-time? View the six checklists through the offer link on my profile.” The details page then provides the inquiry-form action. Do not add a competing comment, follow, or DM request. Every publication draft must stay within 900 characters including spaces, contain no hashtags, and receive owner review. Three Repeatable Content Series Series A: “One Structure, Explained” Purpose: Solution understanding. Structure: Identify one actual sample section → explain its purpose using verified details → describe how it is editable → CTA. Episodes: Walk through one owner-selected section of the public sample. Demonstrate an owner-verified edit to that same sample. Required proof: Actual sample text and confirmation of the demonstrated edit. CTA: “View the six checklists.” Series B: “What’s Included” Purpose: Decision clarity. Structure: State a supplied offer fact → explain what the buyer can inspect → link that information to the details page. Episodes: Six editable documents plus a setup guide: an accurate pack overview. USD 24 one-time: what the supplied offer includes at that price. Required proof: Owner-verified pack contents and current offer details. CTA: “View the six checklists.” Series C: “Check the Fit” Purpose: Trust and self-selection. Structure: Present a supplied objection → identify what the sample can answer → acknowledge what it cannot establish. Episodes: “Will this fit my situation?” Inspect the sample structure. “What exactly is included?” Inspect the contents list and sample. Required proof: Public sample and an accurate contents list. CTA: “View the six checklists.” These are reusable structures, not additional publication commitments. Select four posts for the experiment within the available capacity. 14-Day Conversion Experiment Reduce the seven-post idea to four posts: two per week, with every publication observed for exactly 72 hours before the Day 14 review. Seven posts would require a longer experiment at the supplied frequency. Use the same publication time, text-only format, offer facts, CTA, and details page. Compare each intervention with the reference post over equal 72-hour windows. Do not change the profile or details page during those windows. Weekly capacity ceiling: Drafting and factual review: 90 minutes. Setup or measurement checks: 30 minutes. Inquiry handling: 30 minutes. Analysis: 30 minutes. Day | Stage | Content or change | Primary metric | Decision criterion 1 | Baseline reference | Verify the path, then publish Post A using the audience-recognition hook | Qualified inquiries per tracked offer-page session | Establish counts and tracking completeness; no success target 2 | Baseline observation | No publication; record activity and handle inquiries | Tracking completeness | Repair only measurement faults; disclose any interruption 3 | Baseline observation | No publication; continue observation | Inquiry qualification | Apply the same qualification rule to every inquiry 4 | Attention test | Close A’s 72-hour window; publish B with only the hook changed to contents first | Attributed offer-page sessions per 1,000 post impressions | Hypothesis: contents-first wording increases progression to details 5 | Observation | No publication; handle inquiries | Qualified inquiries | Keep the path and qualification rule fixed 6 | Observation | No publication; check recorded sessions and submissions | Attribution completeness | Flag missing or ambiguous attribution 7 | Review | No publication; close B’s window and compare A/B | Offer-page progression and qualified inquiries | Retain a provisional direction only if supported by traceable activity 8 | Understanding test | Publish C using A’s hook and CTA; replace only the explanation body with an owner-verified sample walkthrough | Qualified inquiries per tracked offer-page session | Hypothesis: a concrete example helps visitors assess fit 9 | Observation | No publication; record activity and respond | Qualified inquiries | Record unsuitable inquiries separately 10 | Observation | No publication; continue the fixed window | Inquiry completion rate | Do not optimize the page mid-window 11 | CTA test | Close C’s window; publish D using A’s hook and body, changing only CTA wording from soft to hard | Attributed offer-page sessions per 1,000 impressions | Hypothesis: explicit price framing changes progression and inquiry quality 12 | Observation | No publication; record activity and respond | Qualified inquiries | Preserve qualification and attribution rules 13 | Observation | No publication; prepare comparison | Tracking completeness | Identify gaps before interpretation 14 | Final review | No publication; close D’s window at the same publication time | Equal-window funnel counts and rates | Keep, adjust, retest, or stop using Section 8 The reference is an initial observation phase, not an established historical baseline. Sequential tests remain exposed to timing and audience differences. Measurement Model Intended funnel: Reach → qualified profile visits → link clicks → leads → qualified completed inquiries. Operational qualification: A qualified inquiry comes from someone who identifies as a US freelance graphic designer handling three to six client projects and expresses interest in assessing or obtaining the pack. A qualified click requires evidence of audience fit. Without that evidence, report an offer-page session as an unqualified or qualification-unknown click. Tracking points: Post: publication time and available impression/reach data. Profile link: tagged destination, where supported. Details page: attributable sessions and inquiry-form starts. Form: completed submissions, referral source, and minimal qualification information. Inquiry review: qualified, unsuitable, or unknown. Form questions should collect only information needed to assess fit. Provide appropriate privacy information, and obtain separate consent for any marketing follow-up. An inquiry should not automatically subscribe someone to marketing. Transition formulas: Qualified profile-visit rate = qualified profile visitors / people reached. Profile-to-click rate = tracked offer-link visitors / qualified profile visitors. Click-to-lead rate = completed inquiries / tracked offer-page visitors. Lead qualification rate = qualified inquiries / completed inquiries. End-to-end rate = qualified inquiries / people reached. Use unique people where measurable. If only impressions or sessions are available, label those denominators explicitly. Measurement limitations: Qualified profile visits may not be directly observable; leave that rate unavailable rather than estimate it. A shared profile link may not identify the originating post. A minimal “Which post brought you here?” form question can supplement attribution, but self-report remains imperfect. Report qualified non-follower views only if the account exposes both follower status and reliable qualification evidence. Otherwise, report available non-follower exposure separately from qualification. Verify measurement access before publication; it is a fictional scenario assumption. No numerical targets are justified by the supplied data. Use this experiment to establish initial counts, rates, qualification patterns, and tracking gaps. Show raw counts beside percentages and record timing, unusual reshares, or other external influences. Evaluation and Decision Rules Day 7: Keep the fixed path if tracking works and users can inspect the offer. Adjust broken links, unclear form instructions, or factual omissions. Retest a hook if the available activity is too limited or attribution is ambiguous. Stop any wording that implies unsupported outcomes or misstates the offer. Day 14: Keep wording provisionally when it supports traceable progression and suitable inquiries. Adjust the observed bottleneck. Retest apparent differences before treating them as dependable. Stop a variant for factual problems or consistent misunderstanding; do not declare failure from a small sample. Diagnose stages separately: Weak reach: Check available distribution data and whether the opening identifies the supplied audience. Test one hook change; do not infer that the product is unwanted. Weak profile progression: Check whether the post clearly explains where to find “View the six checklists.” Measure this stage only where attribution is available. Weak link-click rate: Check the profile link’s visibility, label, destination, and consistency with the post. Test one of these elements at a time. Weak inquiry completion: Inspect whether contents, price, sample access, form instructions, and the next step after submission are clear. Weak lead quality: Examine the actual unsuitable inquiries. Adjust audience wording or qualification information only to address the observed mismatch. Next test: Select one change at the weakest measurable transition and compare it with the retained reference over equal windows. If data are insufficient, repeat the reference to strengthen the baseline before introducing another change.