Your documents,
finally speaking clearly.

Select up to 10 PDFs, ask one question across the entire set, and get an answer you can inspect—from its confidence score to the exact source passages behind it.

Start exploring free Explore the workspace
Up to 10 PDFs at once Explainable confidence scores Citations you can open
READ ASK CONNECT VERIFY UNDERSTAND
One workspace. Full source trail.

The answer and its
evidence, side by side.

Move from question to cited passage without breaking your train of thought. The answer stays readable while the exact PDF page and supporting passage open right alongside it.

TextWranglers workspace showing a cited financial answer beside the exact source page
  1. 01 Select up to 10 PDFsBuild one source set for the conversation.
  2. 02 Trace every claimPage markers stay attached to the answer.
  3. 03 Verify in contextOpen the source beside the conversation.
A person gives a reassuring thumbs-up from behind a shower curtain labeled Privacy
Private by design
Privacy isn’t fine print

Your work is yours.
We can’t access it.

TextWranglers is designed so our team cannot open or read the documents, conversations, or source trails in your workspace. Your files are processed only to deliver the experience you ask for.

No human access

Our team doesn’t browse your documents or conversations. Your private work stays out of our reach.

No data business

We don’t sell your data, use it for advertising, or mine your files to build customer profiles.

Security is foundational

We minimize access, keep work scoped to your account, and treat data protection as a core product requirement.

The features doing the heavy lifting

Every answer earns its place.

TextWranglers is built for synthesis that has to survive a second look—not just summaries that sound convincing.

Multi-document synthesis

Ten files. One question. A real comparison.

Select up to 10 PDFs for one conversation and ask questions that depend on the full set. Compare policies, track changes, find agreement, or surface the source that disagrees.

Up to 10 PDFs Saved per conversation Cross-file citations
A TextWranglers guide presenting a ten-document source set
A TextWranglers guide presenting answer confidence and page-level citations
Explainable confidence

Know why an answer scores the way it does.

Open the score to inspect seven independent signals, including evidence strength, citation coverage, grounding, and completeness—plus any cap triggered by a verification gap.

7 score factors Verification gates
Page-level proof

Hallucinations don’t get a free pass.

Important claims carry clickable page citations. Open one to see the original PDF beside the answer, copy the supporting passage, or continue into the full document without losing your place.

Exact page labels Highlighted passages Side-by-side review
Enhanced search, beyond matching words

Find the answer even when
the wording changes.

Search planning blends exact matches, semantic similarity, visual-page checks, and knowledge-graph routes—then returns to the original passage before it supports an answer.

A TextWranglers guide presents a luminous network connecting knowledge, evidence, patterns, insight, and discovery
Connections guide the search; sources settle the answer.

A graph link can route retrieval, but it is never treated as evidence by itself. TextWranglers reopens the original source passage before it can support an answer.

Source-backed claims Thread-aware recall Cross-document discovery
01

Grounded as it grows

As a thread works through your files, source-backed claims become nodes and relationships—each tied to its document and supporting passage.

02

Smarter follow-ups

Later questions can reuse high-confidence connections from the same thread path and reopen related passages across your selected documents.

03

Inspectable by design

Filter verified, candidate, and contested links, explore cross-document bridges, and inspect confidence, mentions, and source excerpts.

Answers you can hold onto

Never leave a critical
claim hanging.

Bring the whole reading pile. TextWranglers helps you pull the evidence together and keep every answer tied to its source.

Try TextWranglers free