OSSARY VS GENERAL AI RESEARCHPUBLIC SOURCES ONLY

A general AI assistant writes a report.
Ossary investigates one question.

General-purpose AI research tools are excellent for broad topics. Researching a person is different: same-name results get mixed together easily, and a confident paragraph can hide a weak source. Ossary is designed around those risks.

A fictional example

QuestionIs the GitHub profile I was sent the same person as this portfolio?

Cluesgithub.com/mira-example · mira.example

  • Linked sourceThe GitHub profile names mira.example as its website.
  • Probably someone elseA same-name profile in another country does not link to either page.

Start with what you actually want to know

  • “Is this GitHub profile the same person as this portfolio?”
  • “Which public pages connect to the profile I was sent?”
  • “What can and can’t be confirmed about this person’s role?”

Clues first, then connections

  • Starts from links you supply, so it knows which person you mean.
  • Sorts every source into linked, possible or probably someone else, with a reason.
  • Quotes the source wording for each finding and runs a second check that removes unsupported claims.
  • Saves a private case you can reopen, continue and delete.

Ossary and a general AI research assistant

Ossarya general AI research assistant
Built forQuestions about someone’s public online presenceAny research topic
Same-name peopleGrouped automatically with a reason for eachDepends on how you prompt it
Each claimQuoted from its source, then checked a second timeCited in the report
Private or locked accountsNever accessedNot designed to access them
Location guessingNever; only what a source statesDepends on the prompt
Saved case and follow-upsPrivate case per question, continue laterConversation history

A detective with boundaries

  • Read private or locked accounts, messages or member-only pages.
  • Guess where someone lives or works when no public page says so.
  • Use data brokers, credit files or background-check databases.
  • Treat a shared name as proof that two pages describe one person.

Straight answers

Is Ossary better than ChatGPT?

For general research, no. For one question about a person’s public presence, Ossary adds structure that matters: who is who, what is linked, and what is still unconfirmed.

Which AI does Ossary use?

Ossary uses a configured AI provider to plan searches and select source wording. Findings must quote retained sources; the AI cannot add facts of its own.

Bring your question

Start with a public link you trust. Ossary follows the clues and shows its sources.