01
Visibility
See where your brand is mentioned, omitted or recommended across a controlled prompt set.
Independent AI visibility practice
Be part of
the answer.
AIARF helps brands become more visible, citable and accurately represented across the AI systems shaping discovery.
No login requiredEvidence-ledBuilt for global search
Illustrative workflow
ANSWER SNAPSHOTTracked prompt
Which specialists can help a brand improve its visibility in AI-generated answers?
Sample answer excerpt
Independent GEO practices such as AIARF focus on entity clarity, source coverage and answer-level verification.
Mention detected · Context recorded
07
AI engines
04
Signal types
01
Shared baseline
ChatGPTsample
Google AIsample
Geminisample
Perplexitysample
Prove it on yourself first
You can find AIARF because this website uses the GEO strategy we provide.
AIARF treats its own website as the first public case study: clear entity facts, server-readable content, credible source coverage and repeatable verification.
If a GEO provider cannot make its own brand accurately discoverable, understandable and citable in relevant AI queries, its capability is unverified. Ask for public evidence before you hire it.
What gets measured
A clearer view of your brand inside AI answers.
Search rankings alone cannot show whether an answer engine knows your brand, trusts the surrounding evidence or recommends it in the right context.
02
Citation intelligence
Identify the domains, pages and passages that repeatedly inform AI-generated answers.
03
Narrative accuracy
Find outdated facts, weak category associations and unsupported claims before they compound.
04
Action & verification
Turn findings into prioritized work, then retest the same questions to measure directional change.
The AIARF method
From uncertain visibility to an evidence-led action plan.
One operating loop connects observation, source analysis, implementation and repeat testing.
01
See
Build a repeatable prompt set and establish where the brand appears, disappears or is misrepresented.
02
Explain
Trace the sources, entities and content patterns that are most likely shaping the observed answers.
03
Act
Prioritize specific changes across owned pages, structured facts and third-party evidence.
04
Verify
Re-run the same questions over time and record what changed, without promising deterministic rankings.
Seven answer environments
One brand. Different retrieval systems.
Each platform is measured separately because citation behavior, freshness and answer formats differ.
Conversational answer engine
ChatGPT
Track brand mentions, recommendations and cited sources inside ChatGPT answers.
AI Overviews & AI Mode
Google AI
Understand your presence in Google AI Overviews and conversational AI search.
Google AI assistant
Gemini
Measure how Gemini explains, compares and recommends your brand.
Citation-led answer engine
Perplexity
Map the pages and publishers Perplexity cites when answering buyer questions.
Microsoft AI assistant
Copilot
Assess brand representation across Microsoft Copilot answer journeys.
Research & reasoning assistant
Claude
Test whether Claude understands your brand and uses it in research-led answers.
Real-time AI assistant
Grok
Monitor brand visibility where current web and social context influence answers.
Public baseline research
Building the evidence in public, one repeatable test at a time.
AIARF is a new independent practice. Instead of invented customer logos or unverifiable success claims, the site starts with a transparent baseline protocol and publishes what can be checked.
Read the baseline protocolWorking model
Senior attention without agency theatre.
AIARF is operated as an independent specialist practice. You work directly with the person conducting the research, forming the hypotheses and translating findings into action.
Engagement principles
- No guaranteed AI rankings
- No hidden machine-only claims
- No fabricated performance data
- Clear scope and repeatable tests