Blog | Aspi — AI Workflows & Marketplace Strategy for Operators
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The Operator's Blog

Claude Code, Codex, and agentic workflows for ecommerce operators — plus the marketplace creative strategy that still moves revenue.

Claude Opus 4.7's New Tokenizer Just Repriced AI-Leveraged Amazon Agencies (And Most Haven't Noticed)

Opus 4.7's tokenizer uses up to 35% more tokens for the same text — list prices look flat, real costs are up ~1.4x. What this does to AI-leveraged Amazon agency margin and pricing.

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I Built A Claude Code Automation That Turns Every Client Call Into Todoist Tasks — Here's The Build Log

Real agentic workflow: Fathom transcripts → action items per attendee → Todoist tasks, fully automated. The prompt, the failures, the cost, the time saved.

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Amazon High-Ticket Product Listing Images: The Creative Playbook for Converting $100+ Products

High-ticket Amazon products convert at 3-5%, not 12%. Here's the image stack and A+ content strategy that makes $100+ listings earn the click and close the sale.

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Amazon A+ FAQ Module Deep-Dive: The Underused Objection-Killer That Lifts CVR 4-9% On Considered Purchases

Data from 220 A+ audits on the FAQ module — when it pays, where to place it, the 6 question types that move CVR, and 8 anti-patterns that waste the slot.

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Amazon Listing Quality Score: The Creative Playbook to Hit 90+ and Unlock Organic Traffic

Your Amazon listing quality score silently controls your visibility. Here's how to decode the 23-point media component and fix the creative gaps dragging you down.

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Alexa for Shopping's Personalized PDP Summary: What 8 Attributes Actually Feed the AI Blurb

Amazon's May 13 Alexa for Shopping launch added a personalized PDP summary above the fold. Here are the 8 attributes that feed it and what to fix this week.

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Amazon Jewelry Product Images: The Complete Playbook for Listings That Convert (and Don't Get Returned)

After optimizing 800+ jewelry listings, here's the hero image framework, 7-slot image stack, and on-model strategy that actually moves jewelry CVR and cuts returns.

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Gemini Omni Just Killed Half of Your Amazon Video Budget

Google launched Gemini Omni on May 19, 2026 — grounded text/image-to-video. Here's the operator math on Amazon PDP video, Brand Story video, and SBV creative for the next 90 days.

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Amazon Product Images for Brands: Why Your DTC Photography Fails on the Marketplace (And the Playbook to Fix It)

Your Shopify photos won't convert on Amazon. After optimizing product images for 200+ brands, here's the marketplace creative playbook that actually sells.

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5 AI Releases This Week (May 18-24, 2026) Amazon Brand Owners Ignored At Their Peril

Claude Opus 4.7, GPT-5.5 Instant, Gemini 3.5 Flash at I/O, Alexa Custom Guide, Claude Managed Agents — what each one actually changes for a brand doing $200K/mo on Amazon.

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Amazon Variation Review Split: The Creative Playbook for Converting With Fewer Reviews

Your Amazon variation just lost its shared review pool. Here's the creative strategy for hero images, image stacks, and A+ content to maintain conversion when social proof drops.

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Amazon Baby & Kids Hero Image Playbook (2026): The 6-Layer Trust Stack

After 1,900+ baby & kids hero image tests, here is the 6-layer trust stack that wins, the 9 anti-patterns that kill CVR, and subcategory rules for 2026.

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Amazon Food & Grocery Product Images: The Hero Image Playbook for CPG Brands (2026)

1,800+ food listing audits reveal why most Amazon food product images fail. The packaging-first trap, appetite appeal math, and the 5-slot stack that converts.

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Anthropic Just Killed The Cheap-Agentic-Agency Model — June 15 Changes Everything

Anthropic's June 15 agent metering shift and OpenAI's new consulting arm both landed in May. Most agencies are reading this wrong. The operator implication for Amazon brands.

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Amazon Product Photography Cost: What to Spend, What to Skip, and Where Every Dollar Actually Pays Off

Amazon product photography cost ranges from $25 to $1,500 per SKU. Here's the budget framework from 14,000+ hero image optimizations that ties creative spend to revenue.

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The CTR-CVR Inverse Trap: When A Winning Hero Image Is Actually Destroying Revenue

CTR went up. CVR went down. Revenue went down. The diagnostic protocol I use across 14,000+ hero image tests to catch the inverse correlation that fools half of Amazon teams.

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Amazon Competitor Listing Analysis: The Visual Framework That Shows Exactly Where You're Losing the Creative Battle

A slot-by-slot amazon competitor listing analysis framework — hero thumbnails to A+ content — built from 50,000+ listing reviews across 200+ categories.

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Amazon A+ Content Comparison Chart Module Deep-Dive: The One Module That Moves CVR More Than Any Other (And How Most Brands Build It Wrong)

After auditing 380+ A+ comparison charts, here's the data on what works — column count, row order, attribute selection, mobile rendering — and the 9 anti-patterns killing conversion.

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