Agents · Same data, machine-shaped

Plug an agent into thecreator economy.

Imprint scores creators across six axes, maps niches, and ranks them against brand briefs. The same data that powers the reports is now reachable from Claude, ChatGPT, and any MCP-aware client through one install.

Install (Claude Code)

$ claude mcp add imprint-intelligence https://byimprint.com/mcp

ChatGPT users add https://byimprint.com/mcp as a Custom Connector. Cursor, custom GPTs, and OpenAI Function Calling clients use the OpenAPI spec at /.well-known/openapi.json. Programmatic install via @byimprint/mcp-server on npm; source at github.com/byimprint/mcp-server (MIT).

AgentsSprint 1 - May 2026

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Pricing

Free covers the public catalog. Paid tiers unlock the full 180-niche dataset, the regex / filter / map tools, and per-call brand-creator ranking. No seat counts, no per-user pricing, no contracts.

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Free
$0
Public niches and creator search, capped at 100 calls per day. No credit card.
- imprint-search across 952+ creators
- imprint-niche on the 42 public niches
- imprint-profile (card view)
Get a key
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Indie
$49 / mo
Every read tool. 5,000 calls per month. The full 180-niche catalog and full creator profiles.
- All free-tier tools
- imprint-niche on the full catalog
- imprint-profile (full sections)
- imprint-filter and imprint-grep
- imprint-map without synthesis
Subscribe
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Agency
$499 / mo
High volume. 50,000 calls per month. Five brand-creator ranks included, $99 per call after.
- All Indie tools
- imprint-map with Claude synthesis
- 5 imprint-rank-creators-for-brand calls
- $99 per rank thereafter
- Direct line for ad-hoc data requests
Subscribe

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Three flows agents already run

The tools compose. Each flow is a real conversation an agent can finish without leaving Claude or ChatGPT.

Solo brand operator

Find every quilting creator worth pitching

imprint-search "quilting fabric"
imprint-niche quilting
imprint-profile top 5 by score

Cold question to a scored shortlist with full risk and partnership context, in under a minute and without opening a spreadsheet.

Creator agency

Rank candidates for a sponsor brief

imprint-niche aquascaping
imprint-rank-creators-for-brand brief
imprint-profile top match

A reasoned, evidenced ranking with confidence flags and exclusions. Ready to paste into the deck the agency was already going to build.

Investor due diligence

Pressure-test a creator before backing them

imprint-profile target-creator
imprint-filter same niche, by score
imprint-map "audience overlap risks"

Imprint Score with axis breakdown, the comp set, and the audience-risk pattern across the niche, fed straight into the IC memo draft.

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Live walkthrough

Five-minute demo. An agency operator scopes a quilting brand pitch end-to-end inside Claude with one MCP install.

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Methodology

Every score traces back to YouTube Data API metrics, comment evidence, and the published six-axis framework. No black box.

Operating rule

Each call returns the same evidence trail you would get on the human-readable site. Six axes, weighted, with the source data named. Read the full methodology to see exactly what each axis measures and how the score is calibrated.

Read the methodology See a worked example

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Get an API key

First call in under five minutes. Free tier, no credit card. Subscribe any time to unlock the full catalog and the brand-creator ranker.

Open intake

Free keys are issued instantly. Indie and Agency subscriptions are billed via Stripe and the key is emailed the moment the subscription starts. Pay-per-call ranking requires a saved card on file.

Subscribe to Indie Subscribe to Agency Discovery descriptor