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Glean Alternative

Stepping down from enterprise-search scale to SME scale: which capability do you give up, and what do you get back?

TL;DR

KobiGPT focuses on isolated RAG assistants over your documents with SME-friendly pricing. Glean is stronger for enterprise search—compare citations, hosting, and TR support.

Quick facts

Best for KobiGPT
Document-grounded specialist assistants
Citations
From your indexed files
Locales
TR + EN product and docs
Hosting
Cloud or self-hosted options

Why teams choose KobiGPT

  • Purpose-built onboarding for Turkish SMEs.
  • Transparent Kobi Kredi metering vs opaque enterprise quotes.
  • Assistant templates (HR, legal, sales, etc.).
  • See side-by-side compare pages for feature tables.

Product facts

Ücretsiz plan
100 doküman · 2 departman · 120 Kobi/ay(PLAN_CONFIG)
Starter
1000 doküman · 5 departman · 1000 Kobi/ay(PLAN_CONFIG)
Pro
12500 doküman · 25 departman · 12500 Kobi/ay(PLAN_CONFIG)

Symptoms of a scale mismatch

The search for an alternative to an enterprise search product usually stems not from a usability problem but from a scale mismatch. The symptoms are familiar: a minimum seat commitment far above actual users, an implementation project stretching over months, most connectors pointing at systems the company does not use, and an annual renewal negotiation consuming more time than the product returns.

None of that means the product is bad; it means the scale is wrong. The unification that solves a genuine problem in a 500-person organisation becomes an expensive solution to an unsolved problem in a 40-person company.

What you give up: connector breadth

To be honest about the trade: what is lost in the move is source diversity. Enterprise search products connect to dozens of SaaS systems; KobiGPT's catalogue is deliberately narrow, gathered around CRM, ERP, and legal sources. The primary document source is direct file upload.

Whether that narrowness matters depends on your use case. A practical test: over the last three months, how many different systems did your search needs actually arise in? If the answer is one or two, the breadth was not being used anyway.

What you get back: transparent pricing and a fast start

Prices are listed publicly and require no quoting process: Ücretsiz plan at 0 TRY, Starter at 499 TRY/month, Pro at 4999 TRY/month. That shortens the buying process itself; no sales call is needed to evaluate.

The second gain is the deployment threshold. Department templates ship ready and need no configuration beyond attaching documents — decisive in companies without a dedicated platform team. Verify current connector lists and pricing on each vendor's pages.

FAQ

Can we migrate from Glean?

Export your docs and upload them; they are re-indexed in KobiGPT.

Do you integrate with Microsoft/Google?

Direct upload is the native path; there is no ready Microsoft or Google connector.

Is KobiGPT cheaper?

Depends on seats and usage—verify list prices on official sites.

Security?

Review our privacy and KVKK pages; self-hosted available.

Can we connect our Slack or Jira content?

The catalogue has no ready connector for those systems. Connecting your own server over the MCP protocol is possible but requires configuration.

How long does deployment take?

For a document-based assistant, picking a template and attaching a folder is enough; no separate implementation project is required.

Comparison

FeatureKobiGPTAlternative
SME focusPrimaryVaries
RAG citationsCoreenterprise search
TR UINativeVaries
Self-hostedYesVaries

Related pages

  • All alternatives
  • Detailed compare
  • What is RAG?
  • Try KobiGPT free

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