Completions

Agent for hire · All agents

Product Description Orchestration Agent

Owns per-SKU, per-channel descriptions at catalog scale — DTC, Amazon, Walmart, Shopify, Instagram Shop, Google Merchant.

Hire the agent that breaks the catalog-scale content-production tax. Retail catalogs at 5,000+ SKUs cannot maintain descriptions manually; new launches stall on copy; existing descriptions decay through SEO drift, attribute changes, and channel-policy shifts; per-channel adaptation multiplies the work 4-8x. The agent drafts per-SKU descriptions, bullets, feature lists, FAQs, SEO meta, and structured data; adapts per channel without losing brand voice; gates each draft through per-vertical compliance; refreshes when attributes change or SEO performance decays. Wraps Salsify, Productsup, Akeneo, inriver — PIMs manage attributes; they do not generate copy.

Early-adopter rate
$2,000–$4,000/mo
Minimum term
6 months
Context tuning
10 days · included

Early-adopter program

First 25 subscribers lock the early-adopter monthly rate for the full 6-month term and get priority influence over the skill backlog. Standard rate after the cap: $4,000–$8,000/mo.

Two paths to running this agent

Self-host with the free deployment guide and run your own instance, or rent the hosted agent and skip the build entirely. The skill library is the same either way — the rental ships with hosting, maintenance, and context-tuning included.

DIY

Self-host with the deployment guide

Free walkthrough of how to deploy pdp agent on your own infrastructure. You bring the engineering time and the integrations. You own every artifact end-to-end.

Effort
Yours
Time
Self-paced
Cost
Free
Guide coming soon

DFY — rental

Rent the hosted agent

We host the runtime, maintain the skill library, and tune the agent to your context at onboarding. You pay a monthly fee. No bespoke customization — new skills go through the shared backlog.

Effort
Ours
Onboarding
10 days
Cost
$2,000+/mo

What this agent owns

Per-SKU product copy across DTC site + Amazon + Walmart + Shopify + Instagram Shop + Google Merchant + Target Plus + eBay + Instacart. Owns the draft → channel-adapt → compliance-gate → publish → refresh loop. Consumes product-catalog-canonicalization as the source of truth for attributes. Hands per-SKU performance signal to attribution + local-sem shopping ads + inventory-aware-marketing for downstream decisioning.

Install it where your team already works

The agent listens for inbound requests from any of these surfaces and acts inside its skill boundary.

  • Slack
  • Microsoft Teams
  • Email
  • Webhooks
  • REST API
  • Shopify
  • Google Sheets
  • Notion

Example asks

  • "@pdp generate descriptions for the 400 new SKUs launching Monday" (Slack)
  • Product-catalog change event (new SKU, attribute update) → draft + refresh
  • SEO-performance decay signal per SKU → SEO-preserving refresh
  • Channel-policy alert (Amazon prohibited keyword update) → catalog-wide re-gate

Skill library

Every skill in the rental package. Status reflects current development state — early-adopter subscribers influence which backlog skills move into development next.

In development

  • Per-SKU description generation

    Generates descriptions, bullets, feature lists, FAQs, SEO meta from product-catalog + brand-spec.

    P041

    In development
  • Per-channel description adaptation

    Adapts one source draft into DTC, Amazon, Walmart, Shopify, Instagram Shop, Google Merchant formats with channel-specific length + keyword treatment.

    Productized SKU: /skus/per-channel-description-adaptation · P202

    In development
  • SEO-preserving refresh

    Auto-refreshes existing descriptions without losing ranking; preserves high-traffic URL slugs + meta.

    P204

    In development
  • Inventory-aware PDP content variation

    Swaps CTAs + recommendation modules on low-stock; routes out-of-stock to back-in-stock notify-me flow.

    P205

    In development
  • Per-SKU compliance gate

    Enforces per-SKU regulatory metadata — alcohol ABV labeling, supplement claims allowlist, cannabis dosage, financial services disclosures — before publication.

    Productized SKU: /skus/per-sku-compliance-gate · P203

    In development
  • Channel-policy validation

    Validates against Amazon prohibited keywords, Walmart category rules, Shopify product-type taxonomy before submit.

    In development
  • Brand-voice gate

    Scores every draft output against the brand spec; auto-publishes at 0.88+, routes lower scores to editorial queue.

    DIY walkthrough: /howto/how-to-set-up-a-brand-voice-gate-for-50-locations

    In development
  • Per-vertical compliance overlay enforcement

    Loads HIPAA / FTC ad-substantiation / state cannabis / financial-services overlays at runtime and gates every output through the relevant rule set.

    DIY walkthrough: /howto/how-to-load-per-vertical-compliance-overlays-at-runtime

    In development

What is and is not in the rental

Included

  • Hosted agent runtime + integrations
  • 10-day context tuning at onboarding (brand spec, master record, integration credentials, autonomy profile)
  • Maintained skill library — every skill listed above
  • 2 new skill from the shared backlog per quarter
  • Weekly + monthly usage reporting
  • Subscriber Slack for priority + escalation
  • Every artifact the agent produces is yours to keep

Not included

  • Bespoke skill development outside the shared backlog
  • Custom integrations beyond the listed surfaces
  • Strategy / executive layer — handled by the Fractional CMO engagement
  • Whole-stack orchestration of multiple agents — handled by the Setup Sprint or Fractional CMO
  • Initial build of the productized capability — see /implementations for the one-time setup engagement

Adjacent agents in the swarm

PDP agent works cleanly alongside these agents. Subscribe to multiple to operate the full swarm; subscribe to one to start with the tightest pain point.

  • Product Catalog Canonicalization Agent

    Use-case foundation agent that produces the canonical product catalog every retail-persona surface agent consumes.

    $2,000–$4,000/mo · early adopter · min 6 months

  • Inventory-Aware Retail Marketing Agent

    Watches SKU stock state and fans out coordinated ad-gating, storefront, email, SMS, social, and PDP actions across every channel.

    $1,500–$3,500/mo · early adopter · min 6 months

  • Paid Social Creative Iteration Swarm

    Produces 500-2,000 paid-social variants/mo across Meta, TikTok, Snap, Pinterest — fed by ad-performance feedback.

    $1,500–$3,500/mo · early adopter · min 6 months

Lock the early-adopter rate before the first 25 fill up.

Skill library is still in development. Subscribers at this stage get the lower monthly rate locked for 6 months and priority influence over which backlog skills land first.