12 alternatives to LightOn, matched by what they do.
| Rank | Tool & Tagline | Official Domain |
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| Monthly Visits |
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| MoM Growth |
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| Pricing Model |
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| Primary Market |
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| ● | LightOn | lighton.ai | 31.02K | 7.36K (+31.1%) | Contact for Pricing | France | 4.2 | Profile |
| 1 | Allganize | allganize.ai | 38.87K | 12.91K (+49.7%) | Contact for Pricing | Japan | 4.3 | Compare |
| 2 | Upstage | upstage.ai | 140.31K | -18.72K (-11.8%) | Paid, Contact for Pricing | South Korea | 4.6 | Compare |
| 3 | Algolia | algolia.com | 689.97K | -85.54K (-11%) | Freemium, Contact for Pricing | United States | 4.7 | Compare |
| 4 | Affinda | affinda.com | 47.39K | -2.72K (-5.4%) | Freemium, Free Trial, Contact for Pricing | Australia | 4.3 | Compare |
| 5 | LandingAI | landing.ai | 38.87K | -5.43K (-12.3%) | Freemium | India | 4.2 | Compare |
| 6 | DocsBot AI | docsbot.ai | 495.28K | -19.31K (-3.8%) | Freemium | United States | 4.2 | Compare |
| 7 | Scale | scale.com | 616.92K | 68.69K (+12.5%) | Contact for Pricing | United States | 4.7 | Compare |
| 8 | Pinecone | pinecone.io | 286.73K | -128.88K (-31%) | Freemium, Paid, Contact for Pricing | United States | 4.8 | Compare |
| 9 | OpenAI Platform | openai.com | 234.68M | -24.78M (-9.6%) | Paid | United States | 4.8 | Compare |
| 10 | Lettria | lettria.com | 5.33K | -783 (-12.8%) | Contact for Pricing | United States | 4.4 | Compare |
| 11 | LlamaIndex | llamaindex.ai | 387.91K | 64.35K (+19.9%) | Freemium, Contact for Pricing | United States | 4.8 | Compare |
| 12 | Monkt | monkt.com | 51.83K | 16.67K (+47.4%) | Paid | United States | 4.3 | Compare |
SpecialistEnterprise AI coworker and no-code agent platform with zero-hallucination document grounding
SpecialistEnterprise AI coworker and no-code agent platform with zero-hallucination document grounding
SpecialistEnterprise LLMs and document AI that turn unstructured work into data
SpecialistEnterprise LLMs and document AI that turn unstructured work into data
Free / Open-sourceAI search and retrieval platform for modern apps and commerce
Free / Open-sourceAI search and retrieval platform for modern apps and commerce
Free / Open-sourceAI document extraction and AI spend control for enterprises
Free / Open-sourceAI document extraction and AI spend control for enterprises
Free / Open-sourceAgentic document extraction APIs that turn any document into auditable structured data
Free / Open-sourceCustom AI agents trained on your documentation and knowledge base
Free / Open-sourceCustom AI agents trained on your documentation and knowledge base
SpecialistThe data, evaluations and systems behind AI that has to be right.
SpecialistThe data, evaluations and systems behind AI that has to be right.
Free / Open-sourceThe managed vector database and knowledge engine for production AI
SpecialistEnterprise developer platform and API for deploying GPT-6 Astra, Sol, Luna, and realtime multimodal agents.
SpecialistEnterprise developer platform and API for deploying GPT-6 Astra, Sol, Luna, and realtime multimodal agents.
SpecialistGraph context layer that turns unstructured enterprise knowledge into traceable AI answers
SpecialistGraph context layer that turns unstructured enterprise knowledge into traceable AI answers
Free / Open-sourceTurn any document into AI-ready context with agentic parsing and extraction
Free / Open-sourceTurn any document into AI-ready context with agentic parsing and extraction
Turn any document into AI-ready Markdown or structured JSON
Turn any document into AI-ready Markdown or structured JSON
