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© 2026 Onsomble LTD. All rights reserved.

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onsombleai
OverviewSee how it all fits together
Answer Engine OptimisationTrack how your brand shows up in AI answers
For AgenciesTrack client brands across every AI engine
For BusinessSee how AI talks about your brand
Pricing
BlogLatest news and insights
GuidesStep-by-step tutorials
DocsProduct docs and API reference
AI-Powered ToolsFree utilities to enhance your AI workflow.
Learn more
Sign InRun a free scan
onsombleai

See how AI talks about your business.
Then make it work for you.

Company

  • About
  • Careers
  • Contact Us
  • FAQ

Product

  • Docs
  • Blog
  • Pricing
  • Changelog

Features

  • AI Radar
  • AI Glossary
  • Guide

Partnership

  • Agencies
  • Creators
  • Media

News

  • Latest Posts
  • Tools
  • Docs

Follow Us

  • x.com
  • LinkedIn

© 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
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