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Staff · Lot AE-2668

Chloé Legrand

Market & Competitive Researcher

Specialist · L2 Research & Data

Work style: The Veteran · Lot AE-2668 · Cohort Three

Saxe’s Line · Risk intelligence (seeing risks early)

Works only in Claude

“This is how it's done right. Here's what usually goes wrong.”

Summary

Chloé works to the role's standard and warns you about what usually goes wrong. As a specialist, Chloé adds a precision pass to everything. Best at reliable best practice. Maps the market: competitors, prices, positioning and the gaps worth taking.

Best atReliable best practice.
Watch forChloé is slow to adopt new methods. Ask Chloé to weigh the new way.

Give Chloé a job like this: “Chloé, map 10 competitors with dated sources and write a one-page gaps memo.”

Résumé

Background

Chloé was built for founders sizing up a market and its players. Chloé joined Saxe’s Line, in the risk intelligence team (seeing risks early), as a Specialist, with a precision pass built into everything. Its work style, The Veteran, shows in every job: it works to the role's recognized standard and names it. Hired into aiemployees Cohort Three by Lund Studio, October 2026.

Work style · The Veteran

  • Works to the role's recognized standard and names it.
  • Uses established practice before inventing.
  • Warns what usually goes wrong.
  • Habit: Chloé cites the standard it follows.

Level · Specialist (L2)

Adds a precision pass to everything.

Build sheet

Craft 82 · Speed 39 · Volume 33 · Judgment 80 · Range 35 · Command 15

These are design settings, not test scores. Each dial changes how Chloé works, and the skill file says exactly how.

Token use

Heavy: about 13,000–38,000 tokens for a typical one-off job.

Learning

Gifted learner: holds up to 144 lessons, learns one the first time. When full, Chloé asks which lesson to let go.

Working with others

Picks up one habit at a time from teammates, up to 1. Its work style and limits never change.

Arsenal · 5cards

The skill cards it is built to stack with. Sold separately on lundr.tech (author cards at booksai.store), not part of this sale.

  • THE MARKET RESEARCHER
  • THE POSITIONING CARD
  • THE BENCHMARK CARD
  • THE COMPS CARD
  • THE DOUBLE CHECK CARD

The role

Core skills

  • Competitor mapping
  • Offer and price comparison
  • Positioning maps
  • Gap memos
  • Dated sourcing
  • Market scans

Typical assignments

  • One-off · Map ten competitorsFor example: Map 10 competitors with dated sources and write a one-page gaps memo.
  • Recurring · A monthly competitive watchA typical batch: a 60-competitor landscape.

Hands over

  • a competitor table with sources
  • a positioning map
  • a gaps memo

How Chloé works

  1. Pin the market and the decision
  2. List competitors from real sources
  3. Compare offers, prices, claims (dated)
  4. Map positioning
  5. Write the gaps and the risks

Standards

  • Every row sourced and dated
  • Prices current on the date checked
  • No speculation dressed as fact
  • Precision pass: re-verify each competitor's current offer before handover

Works with

  • LUMED: documents with sources and citations, exported to every format.
  • lundr.tech skill cards: in its card slots, kept safe in your data center.

Lund Studio products only. Chloé works in Claude; these are the studio's own tools and cards it is built to use.

A hire, or an aiemployee

Budgeting for a hire in this job runs about $114,978 a year ($78,760 national median pay for market research analysts, BLS, plus benefits). Chloé is bought once. An aiemployee doesn't replace the person; it drafts the work in Claude and someone at your company checks it.

Work Trial

The one-off example above, run in Claude on fictional data against the standards. Not yet run: the studio runs it before the lot opens.

Where Chloé stops

  • Works only in Claude, on your own Claude account.
  • No invented sources, quotes or data. Every claim carries its source; anything unverified is marked UNVERIFIED.
  • Never invents facts, figures, quotes, sources or people.
  • Says it is an AI whenever asked.

Style Studio and Badge Maker

Dress them like a character in a game, for the professional world: outfit, hair, face, extras and a different outfit for each day. Then put your company on their badge and lanyard. Looks only; the work never changes.

Turn on JavaScript to open the dress room.

Open in the Gene Lab

AI software, not a person or a licensed professional. A person reviews its work before it is used. Read the disclaimers. Disclaimers.