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Prompt Details

Model
(claude-5-opus)
Token size
2,775
Example input
[GOAL]: Increase purchases from my handmade candle store's Instagram traffic without increasing my advertising budget. [CURRENT_STATE]: I post four times per week and have been getting more profile visits and website clicks. I already have product photos, an online store, customer reviews, and a basic Instagram content calendar. [BLOCKER]: Traffic has increased but very few visitors purchase anything. I do not know whether the problem is my content, offer, product page, or checkout. [AVAILABLE_INPUTS]: My best-selling candle costs $28. Shipping is shown at checkout. I offer three scents. Most posts focus on product photos and short descriptions. I have several positive customer reviews but they are not prominent on the product page. [CONSTRAINTS]: No additional ad spend for the next month. I can change content, product-page copy, bundles, and organic promotions. Do not recommend fake urgency or fake discounts.
Example output
# TASK RESCUE ## 1. Target Outcome Increase purchases generated by existing Instagram traffic without increasing ad spend. The recovery is complete when the store has: * a clearer conversion-focused product page, * stronger use of existing customer reviews, * a simple offer structure around the $28 best seller, * Instagram content that prepares visitors to buy rather than only showing products, * and a basic funnel check that identifies whether remaining loss happens on the product page, cart, or checkout. No fake urgency, fabricated scarcity, or misleading discounting is required. ## 2. Diagnosis Current state: Instagram is successfully generating more profile visits and website clicks, but that additional traffic is not converting into proportionally more purchases. Main blocker: QUALITY FAILURE + INFORMATION GAP. Root issue: The strongest evidence points to a post-click conversion problem rather than a traffic-generation problem. Several conversion-confidence elements are currently weak: * shipping cost is not encountered until checkout, * positive reviews exist but are not prominent at the buying decision, * most Instagram content shows products rather than helping buyers choose, trust, or justify the purchase, * three scent choices exist, but no decision aid has been described, * and there is currently insufficient evidence to know whether additional loss occurs inside checkout itself. The checkout should therefore not be redesigned first. Improve the higher-confidence product-page issues, measure what happens, and only investigate checkout deeply if visitors reach it but still fail to purchase. Important assumption or uncertainty: Actual product-page views, add-to-cart rate, checkout-start rate, shipping amount, shipping speed, payment methods, and checkout abandonment are unknown. Those should remain unknown until measured rather than guessed. ## 3. Recovery Path | Step | Class | Actor | Action | Depends On | Done When | | ---- | ------ | ----- | --------------------------------------------------------------------------------------------------------------------------------------------------------- | -------------------- | ------------------------------------------------------------------------ | | 1 | ACT | AI | Separate traffic acquisition from conversion and identify the highest-confidence friction points | Supplied information | Funnel hypothesis is defined | | 2 | CREATE | AI | Produce conversion-focused copy for the $28 best-selling candle page | Step 1 | Copy is ready to implement | | 3 | CREATE | AI | Create a non-deceptive two-candle offer and Instagram conversion sequence | Step 1 | Offer and posts are ready | | 4 | ACT | USER | Move reviews, shipping information, scent guidance, and stronger CTA closer to the purchase decision | Steps 2–3 | Revised product page is live | | 5 | ACT | USER | Run the revised four-post content mix without increasing posting frequency or ad spend | Step 3 | Conversion-oriented content replaces the current product-photo-heavy mix | | 6 | ACT | USER | Record product views → add to carts → checkout starts → purchases where the store platform exposes those events | Step 4 | Largest measurable funnel drop is known | | 7 | ACT | USER | If shoppers reach checkout but do not purchase, inspect shipping surprise, payment availability, mobile friction, errors, and unnecessary checkout fields | Step 6 | Checkout-specific causes are confirmed or ruled out | ## 4. Work Completed Now ### A. Conversion priorities Based strictly on the supplied information, I would test the causes in this order: 1. Buyer confidence immediately before Add to Cart. 2. Shipping-price uncertainty. 3. Weak visibility of customer proof. 4. Difficulty choosing between the three scents. 5. Instagram visitors arriving with interest but insufficient purchase intent. 6. Checkout friction, only if the funnel data shows shoppers are reaching checkout. This sequencing avoids rebuilding the entire store before determining where the actual failure occurs. ### B. Revised product-page conversion block Use real scent names and genuine review excerpts in the placeholders below. ## Your New Everyday Candle Handmade candle — $28 Choose the scent that fits the mood you want to create. ### Choose Your Scent [SCENT 1] [One short sentence describing the scent and who it suits.] [SCENT 2] [One short sentence describing the scent and who it suits.] [SCENT 3] [One short sentence describing the scent and who it suits.] Not sure which one to choose? Start with the scent that best matches the room or mood you want rather than trying to compare every fragrance note. ### Why Customers Choose It "[REAL CUSTOMER REVIEW EXCERPT]" "[REAL CUSTOMER REVIEW EXCERPT]" "[REAL CUSTOMER REVIEW EXCERPT]" ### Ready to Choose Your Scent? Select your scent and add your candle to the cart. $28 Shipping is calculated at checkout. [ADD TO CART] The main structural change is more important than the exact wording: scent guidance, customer proof, price, shipping disclosure, and the purchase CTA should appear within the same decision area rather than forcing buyers to search for reassurance. ### C. Non-discount bundle Do not introduce a discount yet because the available evidence does not show that price is the problem. Create: `Build Your Candle Duo — $56` Buyer chooses any two of the three scents. Position it as a choice/convenience offer rather than pretending it is discounted. Suggested product-page line: `Want two different moods? Build a Candle Duo and choose any two scents for $56.` This tests whether increasing choice architecture and basket size improves purchasing without lowering price or manufacturing artificial urgency. ### D. Replace the current four-post mix Keep posting four times per week. Change the job each post performs. POST 1 — PRODUCT IN CONTEXT A candle isn't only about choosing a fragrance. It's about choosing how you want the room to feel. Our handmade candle is available in three scents, so you can choose the one that fits your space and mood best. $28. Explore all three scents through the shop link. POST 2 — CUSTOMER PROOF What customers say matters more than another product photo. "[INSERT REAL CUSTOMER REVIEW]" If you've been deciding which candle to try first, see the three available scents through the shop link. POST 3 — SCENT CHOOSER Not sure which scent to choose? Choose based on the atmosphere you want: [SCENT 1] — [MOOD / USE CASE] [SCENT 2] — [MOOD / USE CASE] [SCENT 3] — [MOOD / USE CASE] Find your candle through the shop link. POST 4 — TWO-CANDLE OFFER Can't choose just one scent? Build a Candle Duo. Choose any two of our three scents in one order. 2 candles — $56. Available through the shop link. The important change is the content function: `show product → provide proof → reduce choice friction → present purchase option` rather than: `product photo → product photo → product photo → product photo`. ### E. Minimal funnel diagnostic Do not judge performance from website clicks alone. Record whatever stages your existing store analytics actually expose: | Funnel stage | What it helps diagnose | | ------------------------ | ------------------------------------------------ | | Instagram website clicks | Whether Instagram is sending traffic | | Product-page views | Whether visitors reach the selling page | | Add to carts | Whether the product page creates purchase intent | | Checkout starts | Whether shoppers progress beyond the cart | | Purchases | Final conversion | | Revenue / orders | Commercial result | Interpretation should be sequential. High clicks but weak add-to-cart activity points primarily toward product-page, positioning, offer, trust, price, or traffic-intent problems. Reasonable add-to-cart activity but weak checkout starts points more toward cart friction. Checkout starts without purchases shifts attention toward shipping cost, payment options, form friction, errors, trust, or other checkout-specific problems. Do not infer the cause merely from the final purchase count. ### F. Checkout inspection package Only prioritize this after the earlier changes if the data indicates checkout is the main drop-off point. Check whether: * shipping charges create an unexpected total, * shipping information was available before checkout, * checkout works comfortably on mobile, * the available payment methods match what customers can use, * required fields are genuinely necessary, * validation errors clearly explain how to continue, * payment failures provide a recovery path, * buyers can complete checkout without unnecessary account creation, * the final total is understandable before payment. This is diagnosis, not a recommendation to remove legitimate shipping charges. ## 5. Handoff Action: Update the best-selling candle page. Prepared material: Product-page copy above. Success signal: Visitors can see the price, scent guidance, customer proof, shipping disclosure, and purchase CTA without searching across the page. Failure response: If add-to-cart behavior remains weak after normal traffic reaches the revised page, investigate the offer, pricing perception, audience intent, and product positioning rather than immediately changing checkout. Action: Replace the existing four-post product-photo-heavy mix. Prepared material: Four-post Instagram sequence above. Success signal: Instagram still generates traffic, but visitors now arrive after seeing proof, scent-selection guidance, and an explicit buying option. Failure response: Compare whether these visitors behave differently after reaching the product page; do not simply increase posting frequency. Action: Track the purchase funnel. Prepared material: Funnel diagnostic above. Success signal: You can identify the deepest measurable drop between page view, cart, checkout, and purchase. Failure response: If the store does not expose a particular event, mark that stage as unknown rather than guessing. No unavailable external action has been represented as completed. ## 6. Verification Internally checked: * the recommendations directly target purchases rather than additional traffic, * no additional advertising budget is required, * no fake scarcity, fake urgency, or fake discount was introduced, * the $28 supplied product price was preserved, * the three-scent constraint was preserved, * existing reviews are reused rather than fabricated, * checkout changes are sequenced after higher-confidence issues, * unknown metrics and shipping economics were not invented, * the solution produces usable copy and content rather than only recommendations. Still unverified externally: Actual customer behavior, shipping price, margins, store analytics, product-page layout, checkout performance, mobile checkout usability, payment methods, and the effect of these changes. Real-world success should be confirmed by observing whether more of the same Instagram traffic progresses from product page → cart → checkout → completed purchase after implementation. ## 7. Next Move Replace the current buying section on the $28 best-selling candle product page with the prepared scent guidance, visible reviews, shipping disclosure, and CTA before changing anything else in the funnel. ## 8. Status PARTIAL — USER ACTION REQUIRED
Claude

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CLAUDE-5-OPUS
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Turn stuck, confusing, or failed tasks into a practical recovery path. This bounded autonomous agent diagnoses the real blocker, separates facts from assumptions, builds the smallest workable plan, creates useful work it can complete in-chat, checks its result, and clearly identifies anything that still requires you, approval, or an external tool.
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