# Agencies are the hardest thing for an AI to recommend

"Find me a Shopify agency in Manchester that has done subscription commerce." That is a real
question people now ask assistants, and it is one of the hardest for a model to answer well, because
almost every agency website says the same thing: full-service, results-driven, passionate team.

An assistant cannot distinguish between two hundred identical claims. It can distinguish between
"we do X, for clients of size Y, in market Z" and everything else.

## Say the boring specifics

- **The service, narrowly.** Not "digital marketing" — "technical SEO migrations for retail sites".
- **The client size you actually serve.** Ten-person startups and multinationals are different jobs.
- **Where you work.** City, country, timezone, language. Location questions are extremely common.
- **Your price floor.** "Projects from £8,000" filters out the wrong enquiries and puts you in the
  right shortlists.

## Case studies are for humans, one sentence is for machines

A model will not read your twelve-slide case study. It will happily reuse a sentence that says
"rebuilt checkout for a £4m/year homeware retailer, cut abandonment by a fifth". Write that sentence
somewhere plain, and it can travel.

## What is listed here

Each agency below has a listing page plus a markdown version linked from this article, the category
feed and llms.txt, with a public per-listing count of AI-crawler fetches taken from server logs.

## Companies listed in this category

_No companies listed here yet._

Directory: https://pixelsforbots.com/c/agency · All categories: https://pixelsforbots.com/llms.txt