This tool is part of the Red Pin Geek Premium series.

For the full walkthrough — read the companion post: Agentic Commerce Is Real. The Panic About It Isn't. — read the companion post on Substack.

Premium Tool

The Agentic Commerce Triage Framework

What to do now, what can wait 12 months, and what to ignore entirely — based on your store size, tech comfort, and current data readiness.

4 store profiles Prioritized action plans BS filter included

How to use this

Step 1: Take the 12-Point Self-Audit from last week (or estimate your score).
Step 2: Find your store profile below.
Step 3: Follow the action plan. Each item tagged with effort, impact, and whether you need a developer.

Profile A
Starting From Scratch
Audit score 0–8 · Any revenue · 90-day transformation

Your site looks beautiful to humans but AI can barely read it. The good news: you have the most to gain from the smallest fixes.

When Action Effort Impact
Week 1Run the ChatGPT store test (Premium #1 prompts) — know your baseline10 minDiagnostic
Week 1Front-load product descriptions with metal type, gemstone, "handmade," "one-of-a-kind" in first 1-2 sentences2 hrsVery High
Week 2Fix product schema accuracy — price, availability, description match page2 hrsVery High
Week 2Write custom meta descriptions for top 10 pages (under 155 chars)1 hrHigh
Wk 3-4Add CollectionPage schema to collection pages2-4 hrsHigh
Month 2Build FAQ content on top 2-3 collection pages + add FAQPage schema3-4 hrsHigh
Month 3Rerun ChatGPT store test — compare to baseline10 minDiagnostic

Ignore for now:

AI chatbots · Payment protocol integrations · Autonomous checkout · "Readiness packages" over $500 · Filtered pages for inventory you don't have

Profile B
Foundation Exists, Gaps Remain
Audit score 9–15 · Under $200K revenue · 60-day gap closure

Product schema exists, some meta descriptions are in place. But the data has gaps that keep AI from consistently matching you to queries.

When Action Effort Impact
Week 1Run ChatGPT store test — know your baseline score10 minDiagnostic
Week 1Audit "handmade" in schema (Check #2) — most stores fail here1 hrVery High
Week 2Fix price mismatches (especially made-to-order)1-2 hrsHigh
Wk 2-3Add CollectionPage schema to pages missing it2-3 hrsHigh
Wk 3-4Build FAQ content on collection pages2-3 hrsHigh
Month 2Build one pillar page for strongest style category4-6 hrsHigh
Month 2Rerun ChatGPT test — compare to baseline10 minDiagnostic

Ignore for now:

Everything on Profile A's list + Google Merchant Center (do after schema is clean) + Digital PR campaigns (do after content depth exists)

Profile C
Ahead of Most, Compounding Now
Audit score 16–20 · $200K+ revenue · Ongoing authority building

AI can read your store. The game shifts from legibility to authority — being chosen over competitors with similar data quality.

When Action Effort Impact
This mo.Multi-prompt ChatGPT test (vary gemstone, style, price)30 minDiagnostic
This mo.Build pillar pages for each major style category4-6 hrs eaHigh
This qtrDigital PR: gift guides, bridal pubs, gemstone roundups, local pressOngoingVery High
This qtrGoogle Merchant Center — clean your product feed3-5 hrsHigh
Next qtrEvaluate UCP/ACP plugins (only after feed + schema are clean)2-3 hrsMedium
The "Do I Need This?" Filter

Run every pitch, product, or recommendation through these 3 questions.

1 Which stage does this fix?
Stage 1-2Intent + constraint matching→ Fix NOW
Stage 3Discovery (schema, feeds)→ Fix NOW
Stage 4Trust (reviews, policies, content)→ This Quarter
Stage 5Authority (backlinks, mentions)→ This Year
Stage 6Transaction (checkout, payments)→ NOT YET

If someone sells you Stage 6 when you haven't fixed Stages 1-4, it's the wrong investment.

2 Can I do this myself?

Most Stage 1-4 fixes are DIY for anyone who can edit product pages. If someone charges $5,000+ for work you could do in a weekend with the self-audit checklist — get a second opinion.

3 Does this require my store to be something it isn't?

Pages for inventory you don't have? Automating personal interactions that are your edge? Mimicking mass-market tactics? Skip it. The whole point is making your real authenticity machine-legible. You stay you. You just make the truth easier for AI to verify.

Andrea's Actual Rebuild Sequence

What I did, how long it took, and what I'd change.

Order What I did Time Same again?
1Schema audit + domain fix4 hrsYes — wrong data is always step 1
2Meta descriptions for all pages3 hrsYes — quick win
3Internal link cleanup2 hrsYes, but pair with relevance audit
4Pillar pages (5 built)20+ hrsBuild 1-2 first, measure, then expand
5Collection page schema4 hrsShould have done this earlier
6FAQ schema on key pages3 hrsYes
7Studio Stories tagging1 hrYes — easy compounding win
8Product description front-loadingOngoingI'd do this FIRST next time

Your next 1–2 actions

Today (5 min): Find your store profile (A, B, C, or D) based on your audit score. If you haven't run the audit yet, estimate.

This week: Do the first two items on your profile's action plan. Just the first two. Momentum matters more than completeness.

FREQUENTLY ASKED QUESTIONS

What if my store doesn't fit any of the 4 profiles exactly?
Most stores are a blend. Pick the profile that's closest to your situation — especially the one that matches your biggest gap. A 10-year-old Squarespace store with 200 pieces but no schema is a different starting point than a new Shopify store with 15 products and clean data. The action tables adapt to your profile, not the other way around.
Do I need to worry about agentic commerce right now as a small jewelry brand?
The transaction layer — AI agents actually completing purchases — is projected for 2028-2030 for jewelry. But the discovery layer is live right now. When someone asks ChatGPT or Google's AI Mode for a jewelry recommendation, the AI is already choosing which stores to show. The triage framework helps you focus on what matters today (discovery and legibility) without overspending on transaction infrastructure you don't need yet.
How is this different from the expensive readiness packages I've seen online?
Most readiness packages sell enterprise-level implementation to small brands that don't need it. This framework starts with a 3-question decision filter that helps you figure out what's worth doing now versus what's premature. The staged action tables give you a sequenced plan — not a 47-item checklist that assumes unlimited budget and time. The goal is the right work in the right order, not all the work at once.
Should I use this framework before or after the AI Store Test Kit and Self-Audit?
After. The test kit and self-audit give you the data — how AI sees your store and where your gaps are. This framework helps you decide what to do with that data. The sequence is: test your store (Tool 1), audit your infrastructure (Tool 2), then triage your action plan (this tool). That's the same order I used on my own store.