Winston AI

Verify content authenticity with AI detection built into your conversations

Editors, educators, and compliance teams need to verify whether content is AI-generated or plagiarized. Your AI agent runs Winston AI's detection engine on submitted text and returns confidence scores, sentence-level breakdowns, and similarity reports. Content integrity verified in seconds, not hours.

Chosen by 800+ global brands across industries

Content verification at conversation speed

Your AI agent leverages Winston AI's 99.98% accuracy detection engine to scan text for AI generation, check plagiarism across billions of pages, and compare documents, all through chat.

Winston AI

Use Cases

Content integrity workflows

From publishing houses to universities, see how teams use AI agents with Winston AI to automate content authenticity verification and plagiarism screening.

Editorial AI Content Screening Before Publication

A freelance writer submits a 2,000-word article to your publication. Your AI Agent sends the text to Winston AI's detection engine and receives a 94% human-written score with two flagged sentences. The editor reviews only those specific sentences instead of reading the entire piece suspiciously. Publication timelines stay on track because screening takes seconds instead of manual review.

Academic Integrity Verification for Student Papers

A professor receives 40 student essays and asks the AI agent to check them. The agent runs each paper through Winston AI's plagiarism detection, scanning against 400 billion web pages and academic databases. Papers with high similarity scores get flagged with source URLs. The professor focuses review time only on flagged submissions. Academic honesty is upheld at scale.

Contract Draft Comparison for Legal Teams

An attorney needs to verify that a revised contract is materially different from the original version. Your AI Agent sends both texts to Winston AI's comparison endpoint and returns a detailed similarity analysis. The attorney sees exactly which clauses match and which were rewritten. Due diligence that used to take an hour of side-by-side reading completes in seconds.

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Winston AI

Winston AI

FAQs

Frequently Asked Questions

How accurate is Winston AI's text detection through the Tars integration?

Winston AI reports a 99.98% accuracy rate for AI content detection. The agent passes text directly to Winston AI's API without modification, so you receive the same detection accuracy as using their platform directly. Results include confidence scores and optional sentence-level breakdowns.

How many web pages does Winston AI's plagiarism checker scan against?

Winston AI's plagiarism detection scans against over 400 billion web pages, documents, and databases. The agent submits text that must be at least 100 characters long and returns matching source URLs, similarity percentages, and highlighted passages for any detected matches.

What languages does Winston AI's detection support?

Winston AI detects AI-generated content in English, French, Spanish, Portuguese, Dutch, German, Polish, Italian, Romanian, Indonesian, Tagalog, and Simplified Chinese. Your agent can specify the language parameter or let Winston AI detect the language automatically.

Does Tars store the text content submitted for detection?

No. Tars sends text to Winston AI's API in real time and returns the results. The submitted content is not stored, cached, or logged by Tars. Winston AI states that data scanned through their API is completely secure, private, and encrypted.

Can the agent provide sentence-level AI detection results?

Yes. When the includeSentences parameter is enabled, Winston AI returns a per-sentence breakdown showing the AI probability score for each sentence in the submitted text. This helps editors identify exactly which portions may be AI-generated without guessing.

How is using Tars with Winston AI different from their web-based scanner?

Winston AI's web scanner requires manual copy-paste and browser access. With Tars, editors, professors, or compliance officers submit content directly in a conversation and receive results instantly. It integrates into existing chat workflows on Slack, WhatsApp, or your website without switching tools.

Can the agent compare two documents for similarity?

Yes. The agent sends two text inputs to Winston AI's Text Compare endpoint and returns a detailed similarity analysis. This is useful for contract comparison, detecting content repurposing, or verifying that rewritten articles are sufficiently original.

Is there a minimum text length required for AI detection?

For AI text detection, Winston AI works best with substantial text samples for accurate scoring. For plagiarism detection specifically, the text must be at least 100 characters. Short phrases or single sentences may return lower confidence results, so submitting full paragraphs or articles yields the most reliable analysis.

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Privacy & Security

We’ll never let you lose sleep over privacy and security concerns

At Tars, we take privacy and security very seriously. We are compliant with GDPR, ISO, SOC 2, and HIPAA.

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