onsombleai
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OverviewSee how it all fits togetherAnswer Engine OptimisationTrack how your brand shows up in AI answersPrompt trackingCompare AI answers across platforms and marketsCompetitor analysisCompare brands and inspect the answers behind the resultsCitations & sourcesInspect cited pages and the statements linked to themRegional analysisCompare how AI describes your brand across countries and citiesModel comparisonCompare what AI platforms say about your brand
In Focus
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For AgenciesTrack client brands across every AI engineFor BusinessSee how AI talks about your brand
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onsombleai

Understand how AI sees your brand.
Know what to improve next.

Platform

  • Platform overview
  • Answer Engine Optimisation
  • Generative Engine Optimisation
  • AI Discoverability
  • AI Perception
  • AI Brand Perception

Resources

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  • Guide
  • Blog
  • AI Radar
  • AI Glossary
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Company

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  • Contact
  • FAQ

Product

  • Prompt tracking
  • Competitor analysis
  • Citations & sources
  • Regional analysis
  • Model comparison
  • Onsomble MCP
  • Pricing
  • Changelog

Solutions

  • For businesses
  • For agencies

Follow us

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Use Onsomble with ChatGPT, Claude or Gemini

Browse step-by-step guides

Claude

  • Set up a client
  • Build an AI visibility scan
  • Run your first scan
  • Schedule recurring scans
  • Expand scan coverage
  • Find competitor gaps
  • Create a client report

ChatGPT

  • Set up a client
  • Build an AI visibility scan
  • Run your first scan
  • Schedule recurring scans
  • Expand scan coverage
  • Find competitor gaps
  • Create a client report

Gemini

  • Set up a client
  • Build an AI visibility scan
  • Run your first scan
  • Schedule recurring scans
  • Expand scan coverage
  • Find competitor gaps
  • Create a client report

© 2026 Onsomble LTD. All rights reserved.

Cookie SettingsPrivacy PolicyTerms of ServiceAttributionsImprint
onsombleai
The platform
OverviewSee how it all fits togetherAnswer Engine OptimisationTrack how your brand shows up in AI answersPrompt trackingCompare AI answers across platforms and marketsCompetitor analysisCompare brands and inspect the answers behind the resultsCitations & sourcesInspect cited pages and the statements linked to themRegional analysisCompare how AI describes your brand across countries and citiesModel comparisonCompare what AI platforms say about your brand
In Focus
Your brand. In focus.

A clearer view of your presence in AI.

Explore the platform
MCP
Built around you
For AgenciesTrack client brands across every AI engineFor BusinessSee how AI talks about your brand
In Focus
Every client. Connected.

One workspace for your client portfolio.

Explore agency solutions
Pricing
Learn & explore
BlogLatest news and insightsGuidesStep-by-step tutorialsDocsProduct docs and API reference
In Focus
Explore the AI landscape.

Discover AI Radar and our free tools.

Explore free tools
Sign InRun a free scan
onsombleai

Understand how AI sees your brand.
Know what to improve next.

Platform

  • Platform overview
  • Answer Engine Optimisation
  • Generative Engine Optimisation
  • AI Discoverability
  • AI Perception
  • AI Brand Perception

Resources

  • Docs
  • Guide
  • Blog
  • AI Radar
  • AI Glossary
  • All tools

Company

  • About
  • Careers
  • Contact
  • FAQ

Product

  • Prompt tracking
  • Competitor analysis
  • Citations & sources
  • Regional analysis
  • Model comparison
  • Onsomble MCP
  • Pricing
  • Changelog

Solutions

  • For businesses
  • For agencies

Follow us

  • X
  • LinkedIn

Use Onsomble with ChatGPT, Claude or Gemini

Browse step-by-step guides

Claude

  • Set up a client
  • Build an AI visibility scan
  • Run your first scan
  • Schedule recurring scans
  • Expand scan coverage
  • Find competitor gaps
  • Create a client report

ChatGPT

  • Set up a client
  • Build an AI visibility scan
  • Run your first scan
  • Schedule recurring scans
  • Expand scan coverage
  • Find competitor gaps
  • Create a client report

Gemini

  • Set up a client
  • Build an AI visibility scan
  • Run your first scan
  • Schedule recurring scans
  • Expand scan coverage
  • Find competitor gaps
  • Create a client report

© 2026 Onsomble LTD. All rights reserved.

Cookie SettingsPrivacy PolicyTerms of ServiceAttributionsImprint
Onsomble Blog

AI visibility, answer engines, and the future of brand discovery.

Insights on AEO strategy, AI-powered search, and how brands stay visible when answers replace links.

All posts
Strategy
Workflows
Engineering
AEO
Comparison9 min read

RAG vs Long-Context LLMs: The Decision Framework That Actually Helps You Choose

Every RAG vs long-context article ends with "it depends." This one gives you the specific thresholds to make the decision yourself.

Rosh Jayawardena
Rosh Jayawardena
Feb 5, 2026