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Prioritize your slush pile.

Analyze query letters, sample pages, or full manuscripts. Inkshift returns a prioritized list in minutes, based on priorities your agency defines, so you know which submissions to read first.

Illustration for Prioritize your slush pile.

Keep your submission workflow. Focus your reading.

Inkshift works alongside QueryManager or your existing submission system. Upload a batch, review the prioritized results, and inspect the reasoning behind any submission that catches your attention.

Upload a batch

Analyze query letters, sample pages, submission packages, or full manuscripts together.

Review the priorities

See which submissions appear most promising based on editorial signals and your agency’s interests.

Inspect every result

Review the reasoning, supporting passages, and complete cited report.

From first query to client revision

Each stage calls for a different kind of analysis. Inkshift evaluates the material according to what matters at that point in the reading process.

Query packages

Surface fit, premise, stakes, category, and the strength of the opening.

Requested fulls

Compare whole-book strengths, weaknesses, market position, and questions worth investigating in a close read.

Client revisions

See what changed between drafts, where notes landed, and which sections warrant another look.

See why each submission rises

1

Prioritized list

Submissions are ordered using standard editorial criteria and the priorities your agency defines.

2

Expandable reasoning

Open any result to see the strengths, concerns, and signals behind its position.

3

Cited report

Review the supporting passages and complete analysis before deciding where to focus your attention.

A clearer reading queue. Your judgment at every step.

Inkshift helps direct your attention using editorial criteria and the interests you define. Nothing is automatically rejected or hidden, and every request and representation decision remains yours.

Inkshift surfacesThe agent decides

Fit, premise, and opening strength

What to read or request

Strengths and concerns across a full manuscript

What to represent

Changes between client drafts

Whether the revision succeeds

Manuscripts are never used to train AI models and are deleted once the analysis is complete. Authors retain full copyright; agency disclosure and permission practices remain yours to set.

FAQ

Bring your reading queue into focus.

Tell us how submissions move through your agency and how many queries, sample packages, requested fulls, and client revisions you handle. We’ll recommend an agency setup and volume plan.

Or email us directly at hello@inkshift.io.