AI text analyzerResearch

AI text analyzer. Sentiment, topics and intents.

Paste a review, an email or a ticket. One call returns a summary, the overall sentiment, a sentiment per sentence, topics and intents, each with a score. English only, up to 2,000 characters, limited per hour.

1 provider in the catalog

Live price

reading live price

Up to 2,000 characters of English text
you give it
1
providers
per call
billing

Try it now

Run ai text analyzer here

Each run costs you nothing and is limited per hour. The results come from public data through looot. Heavier or repeated use belongs on your own looot account.

English only, 20 to 2,000 characters. Line breaks are joined into one line.

Each run is free to you and limited per hour. The data is public. Powered by looot. Run it on your own looot account for heavier or repeated use.

Run it from your agent

Copy one prompt, give it to your agent.

Fill in the placeholder, paste it, and the agent runs the same job on your looot account and shows the cost. It can take a whole list, which the box above does not.

  • You give it: up to 2,000 characters of english text.
  • Billed per call, nothing while your agent is idle.
  • The agent shows the price before it calls.
Prompt: AI text analyzer
Use looot to analyze these customer messages: [paste them, one per line]. 1. Set up https://looot.ai/skill.md. 2. Search the catalog for a text analysis endpoint with sentiment, topics and intents, and check its price. 3. Run it once per message. 4. Return one table: message, sentiment, score, top topic and top intent, plus the total cost.

Give this to your agent
Setup command
set up looot for AI text analyzer - https://looot.ai/free-tools/ai-text-analyzer/skill.md

What comes back

What your agent gets from ai text analyzer

Field names as the providers return them. The exact set varies by endpoint, and your agent reads it from the catalog.

  • summary
  • overall sentiment and score
  • sentiment per sentence
  • topics with confidence
  • intents with confidence

Providers

Who can do this job today

Your agent picks the endpoint. These providers offer one right now, with the live price of their cheapest.

Use it for

What people do with ai text analyzer

  • Triage tickets

    Sort support messages by sentiment and intent before a person reads them.

  • Read reviews

    Pull the topics people mention most from a batch of reviews.

  • Tag a dataset

    Add sentiment and topic columns to a sheet of feedback.

  • Agent pipelines

    Let your agent route a message by its intent, one call per message.

Set up once

Three steps. Your agent does the rest.

Keep going

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FAQ

Questions about ai text analyzer

A summary, the overall sentiment with a score from negative to positive, a sentiment per sentence, and the topics and intents it found with a confidence score each.

English only. The endpoint runs its analysis with the language set to English.

Up to 2,000 characters on this page. Line breaks are joined into one line. For longer documents, your agent can run the same endpoint through looot.

Short texts often come back unchanged because there is little to shorten. The summary helps most on longer passages.

A number from about minus one to one. Below zero leans negative, above zero leans positive. The label next to it gives the provider's reading.

Yes on this page, limited per hour. Each run is one real API call on looot's own key. The price per call for your own account is shown above.

Copy the prompt above into your agent. It sets up looot from skill.md, finds the text analysis endpoint in the catalog, checks the price and runs it once per message.

The text goes to the provider for this one call so it can be analyzed. Do not paste personal or confidential data.
For agents
tool
AI text analyzer
category
Research
input
Up to 2,000 characters of English text
output
summary, overall sentiment and score, sentiment per sentence, topics with confidence, intents with confidence
endpoint
deepgram: deepgram-read
price
per call, read live from the catalog on the web page
web tool
runs live on the page, free to the visitor and limited per hour
schedule
on demand
setup
https://looot.ai/free-tools/ai-text-analyzer/skill.md
llms.txt
https://looot.ai/llms.txt
updated
2026-10-14
markdown /free-tools/ai-text-analyzer.md

Run ai text analyzer from your own agent.

The box on this page is limited per hour. Start your workspace, top up, and paste the prompt into the agent you already use for lists and repeated runs.

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