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
Your brand. In focus.

A clearer view of your presence in AI.

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MCP
Built around you
For AgenciesTrack client brands across every AI engineFor BusinessSee how AI talks about your brand
In Focus
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One workspace for your client portfolio.

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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

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

Company

  • About
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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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  • 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
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
AI Strategy9 min read

I Gave the Same 15 Sources to Three Different AI Models. They Found Completely Different Things

Different AI models find different things in the same documents. Here's what the research actually shows, and why model choice is a research methodology decision, not a feature checkbox.

Rosh Jayawardena
Rosh Jayawardena
Mar 8, 2026
AI Strategy8 min read

The AI Verification Triage: What to Always Check, What to Spot-Check, and What to Trust

92% of users don't verify AI outputs. Here's a framework for knowing when that's fine and when it'll burn you

Rosh Jayawardena
Rosh Jayawardena
Feb 13, 2026
Workflows9 min read

How to Structure Documents So AI Actually Understands Them

AI doesn't read documents like humans do. Here's how to structure your content so AI tools can actually find what you're looking for.

Rosh Jayawardena
Rosh Jayawardena
Feb 11, 2026
How To9 min read

The 5-Step Workflow for Synthesising Research From Dozens of Sources

Most synthesis guides are built for academics writing literature reviews. Here's a workflow for knowledge workers who need to turn 20+ sources into a deliverable with a deadline.

Rosh Jayawardena
Rosh Jayawardena
Feb 6, 2026